25 research outputs found
Improvement of the tertiary route path San Raphael in the municipality of la Calera by the application of probase Road System
- Publication venue
- Especialización en Ingeniería de Pavimentos
- Publication date
- 15/12/2014
- Field of study
En este artículo se analizaran los beneficios, componentes y aplicabilidad del sistema Probase Road System en la vereda San Rafael del municipio de La Calera (Cundinamarca), dado que dicha vía conecta la vereda con la cabecera municipal y fue intervenida con el sistema Probase Road System en una longitud aproximada de 200m. De acuerdo con la tipología de la vía se realizaron los ensayos de laboratorio pertinentes con el propósito de establecer la calidad del suelo antes y después de la intervención del tramo, además los ensayos de caracterización fueron cotejados con las normas aplicables al tratamiento superficial doble vigentes en Colombia, con el fin de generar un instrumento práctico para la utilización de estos productos. Finalmente, como parte del resultado obtenido se llegó a la conclusión que la aplicación de este sistema a mediano plazo puede ser una solución factible para el mejoramiento de las vías terciarias del país, debido a la sencillez constructiva del sistema propuesto.This article describes the benefits, components and applicability of the system Probase Road System in the San Rafael of the municipality of La Calera (Cundinamarca), since that road connects the village with the municipal and was operated with the system Probase Road System will be analyzed in an approximate length of 200m. According to the type of track tests relevant laboratory were conducted with the purpose of establishing soil quality before and after intervention, stretch further characterization tests were collated with the rules applicable to double surface treatment effect in Colombia in order to generate a practical tool for the use of these products. Finally, as part of the result obtained was concluded that the application of this system in the medium term may be a feasible solution for improving tertiary roads in the country, due to the constructive simplicity of the proposed system
Impact of COVID-19 on cardiovascular testing in the United States versus the rest of the world
- Author
- Abad Pedro
- Abbara Suhny
- Abbasi Taimur
- Abbott Brian
- Abdel Aziz Islam Shawky
- Abdulla Jawdat
- Abikhzer Gad
- Abohashem Shady
- Abougabal Mahasen
- Abramson Sandra
- Abrihan Paz
- Acuña Arturo Romero
- Affandi Erwin
- Afzal Muhammad Shehzad
- Agolti Mariela
- Agranovich Svetlana
- Aguadé-Bruix Santiago
- Aguero Roberto Nicolas
- Ahmed Hassan Mohamed Ismail
- Ahmed Taghreed
- Akhter Afroza
- Al Dhuhli Humoud
- Al Kindi Faiza
- Al-Abboud Tarek
- Al-Bulushi Naeema
- Al-Mallah Mouaz
- Alak Maria del Carmen
- Alam Edison
- Alaoui Nadia Ismaili
- Alasnag Mirvat
- Albadr Amjed
- Albalooshi Batool
- Albano Domenico
- Alberguina Lucia Graciela
- Albernaz Siqueira Maria Helena
- Alexanderson-Rosas Erick
- Alfaro Ana
- Ali Mohamed Mandour
- Alkadhi Hatem
- Alkandari Faridah
- Allam Adel
- Allarakha Mohammad Aaftaab
- Almeida Augusto
- Almousalli Omar
- Alongi Pierpaolo
- Alonso Omar
- Alves Togni Paulo Henrique
- Alves Wilson Furlan
- Ananthasubramaniam Karthikeyan
- Anderson Jill
- Andrade Jose Henrique
- Andrade Luciana
- Angelidis George
- Anselmi Carlos
- Ansheles Alexey
- Araújo Roberta
- Archontaki Aikaterini
- Arnone Gaspare
- Arnous Samer
- Arnson Yoav
- Arroñada Guillermo
- Arturo Harold
- Asano Hiroshi
- Ascani Sebastian Perez
- Asfour Ahmed
- Askew Jeffrey
- Assadi Majid
- Astesiano Alfredo
- Astesiano Andrea
- Attanasio Lea
- Atyani Said
- Ayala Sandra
- Ayetey Harold
- Ayodele Tolulope
- Azevedo Guilherme
- Bagatin Elisa
- Bailly Matthieu
- Baldari Sergio
- Balmer-Swain Mallory
- Bang Ji-In
- Banthia Nilesh
- Bar-Shalom Rachel
- Barette Rene
- Baric Ana
- Barneveld Peter
- Barragan Adriana Puente
- Barragan Erika
- Barroso Asela
- Basavaraj Ashok Gangasandra
- Batinic Tonci
- Batista Juan Felipe
- Batyrkhanov Daultai
- Bauckneht Matteo
- Baugh Dainia
- Bayer Richard R.
- Bedi Punit
- Bejai Shereen
- Ben-Rais Nozha
- Benedek Imre
- Benedek Theodora
- Benitez Luis
- Benlabgaa Rabie
- Bennie George
- Benteo Pablo
- Beretta Mario
- Berman Daniel S.
- Bernheim Adam
- Bertelli Paolo
- Bester Ria
- Bettencourt Nuno
- Better Nathan
- Better Nathan
- Beuzeville Scott
- Bezerra Sabbrina
- Bhagat Jinendra Kumar
- Bhargava Rishi
- Bhat Vivek
- Bhatia Mona
- Bhatti Sabha
- Biancardi Rodrigo
- Bianco Francesco
- Bieging Erik
- Biggans Thomas
- Bittencourt Marcio Sommer
- Blanco Isabel
- Blanco Juan
- Blankstein Ron
- Blankstein Ron
- Bloom Stephen
- Blue Sean
- Bluemke David
- Bluemke David A.
- Boktor Raef
- Bom Henry
- Bonelli Juan Manuel
- Bonfiglioli Rachele
- Boni Roberto
- Borges Andressa
- Bouyoucef Salah
- Branch Kelley
- Brandão Simone
- Bravo Paco
- Brothers Jessica
- Bruno Andrea
- Bruno Isabella
- Bråten Anders Tjellaug
- Budoff Matthew
- Buechel Ronny Ralf
- Buga Klara
- Bularga Anda
- Bull Russell
- Bullock-Palmer Renée
- Burandt Angela
- Burg Samuel
- Burger Peter
- Burgul Rajesh
- Burke Floyd W.
- Bush Kelvin
- Busnardo Elena
- Bustos Jose Javier
- Butler Patrick
- Byrne Angela
- Bøttcher Morten
- Cabada Manuel
- Cabeda Estevan Vieira
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- Cabrera Antonio
- Cachero Jorge
- Cadena Alberto
- Caicedo Carlos
- Calcott Jennifer
- Califaretti Elena
- Camarero Alicia
- Camoni Luca
- Campisi Roxana
- Canal Maria Pedrera
- Candela Candace
- Canderoli Alejandro
- Canessa Jose
- Cantinho Guilhermina
- Cao Dianbo
- Capasso Elizabeth
- Carames Silvia
- Carnevale Aldo
- Carpenter John-Paul
- Carr Loretta
- Carrascosa Patrícia
- Carreira Lara
- Carvajal-Juarez Isabel
- Casoni Roberta
- Castro Bruno
- Castro Gabriel
- Castro Ricardo
- Casáns-Tormo Irene
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- Cavallo Armando Ugo
- Cavenaghi Giorgio
- Cendoya Oscar
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- Cerci Rodrigo J.
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- Chang Tien
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- Chatterjee Saurav
- Chatziioannou Sofia
- Chatzizisis Yiannis
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- Chen Marcus
- Chen Tiffany
- Cheung Stephen
- Chierichetti Franca
- Chimura Chimura Misato
- Chiocchi Marcello
- Cho Sang-Geon
- Choi Andrew
- Choi Andrew
- Choi Andrew D.
- Chong Woon
- Choudhury Partha
- Chow Benjamin
- Chowdekar Vijay Sai
- Christensen Mette
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- Clarcq James
- Cognigni Luciano Martin
- Cohen Yosef
- Cohen Yosef A.
- Coie Tchoyoson Lim
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- Collaud Carlos
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- Cossu Alberto
- Courtis Javier
- Cragnolino Daniel
- Crim Matthew
- Cruz Eric
- Cuadra Teresa
- Cuellar-Calabria Hug
- Cunali Fernando
- Cuocolo Alberto
- Cury Roberto
- Cusack David
- Cuzzocrea Marco
- Dabreo Dominique
- Dai Xu
- Daicz Mariana
- Danciu Sorin
- Dantas Roberto
- Dariy Olga
- Datseris Ioannis
- Dautov Tairkhan
- de Amorim Fernandes Fernando
- De Boeck Bart
- De Carvalho Filipe Penna
- De La Peña Erasmo
- De La Vega Alejandro
- De Lorenzo Andrea
- De Macedo Filho Robson
- De Maria Silvia Teresa
- De Rimini Maria Luisa
- De Souza Thiago Ferreira
- De Vincentis Giuseppe
- Decter Bruce
- Del Giudice Eleonora
- Del Riego Horacio
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- Deshpande Aparna
- Dettori Fernando
- Deux Jean-François
- Deviggiano Alejandro
- Dhruva Nimish
- Diaz Javier Lopez
- Djuraev Omoa
- Dobson Mark
- Doherty Neil
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- Doukky Rami
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- Drozdova Olga
- Dunbar Anjori
- Durmo Rexhep
- Duvall William
- Dwivedi Girish
- Edmond John
- Edwards Rachael
- Efros-Monsen Elen
- Einstein Andrew J.
- Einstein Andrew J.
- Elison Barry
- Ellis Chris
- Emami Farshad
- Embon Mario
- Engela Jean
- Engelbrecht Gerrit
- Engelmann Vaclav
- Enriquez Ruben Emilio
- Ensinas Jorge
- Erba Paola Anna
- Erthal Fernanda
- Escobar Manuel Valencia
- Escorza Velez Giovanni Alejandro
- Espeche Maria del Huerto Velazquez
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- Evbuomwan Osayande
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- Fairbairn Timothy
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- Gheysens Olivier
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- Ghoshhajra Brian
- Gimelli Alessia
- Girijanandan Mahapatra Prof Dr
- Giubbini Raffaele
- Giuffrida Francesca
- Glaudemans Andor
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- Goda Artan
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- Goebel Benjamin
- Goldberg Alan
- Goldner Brian
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- Gutierrez Yamile Marcos
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- Guzzo Miguel Angel
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- Londoño Juan
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- Lopez-Mattei Juan
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- Lu Bin
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- Marquez-Cabeza Juan Javier
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- Martinez de Alegria Anxo
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- Masoli Osvaldo Horacio
- Massardo Teresa
- Mastrocola Luiz Eduardo
- Mastrovito Edgardo
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- Mataki Hiroyuki
- Matis Stephen E.
- Matos Luis
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- Raggi Paolo
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- Rampin Lucia
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- Randazzo Michael J.
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- Schmidt Erzsébet
- Schneider Roman P.
- Schoepf U. Joseph
- Schofield Rebecca
- Scholte Arthur
- Scholtens Asbjørn
- Scholtz Leonie
- Schvartzman Paulo
- Sciagrà Roberto
- Sebikali Mugisha Julius
- Sekar Ramkumar
- Sellem Ali
- Semple Thomas
- Seneviratne Sujith
- Sengupta Shantanu
- Senra Tiago
- Sereegotov Erdenechimeg
- Sergienko Vladimir
- Sergienko Vladimir
- Sevilla Ana
- Shaaban Mahmoud
- Shah Nishant
- Shah Nishant R.
- Shah Samir
- Shalev Aryeh
- Shanbhag Sujata
- Sharma Gaurav
- Sharma Naveen
- Shaw Leslee J.
- Shaw Leslee J.
- Shayani Steven
- Shetty Deepa
- Shiozaki Afonso
- Shiraishi Shinya
- Shirani Jamshid
- Shirka Ervina
- Shivaram Pushpa
- Shrestha Ganesh
- Shulman Jonathan
- Shurupova Irina
- Sierra-Galan Lilia M.
- Sierra-Galan Lilia M.
- Sigman Steven
- Silva Fábio Martins
- Simanek Milan
- Simon Mitch
- Simonsson Magnus
- Singh Bhanupriya
- Singh Santosh
- Sinitsyn Valentin
- Siqueira Cristiano
- Siu Silvia
- Slart Riemer
- Slim Ahmad
- Small Gary
- Smanio Paola
- Smith Alexandra
- Smith David
- So Young
- Soares Carlos Eduardo
- Soeriadi Erwin Affandi
- Solanki Vijay
- Solari Lucrecia
- Soldat-Stankovic Valentina
- Soli Idrissa Adamou
- Soman Prem
- Sood Aditya
- Sood Ashwani
- Sperandio Massimiliano
- Spiro Bernardo
- Srichai-Parsia Monvadi Barbara
- Stan Claudiu Adrian
- Stankovic Sinisa
- Stanton Tony
- Stavrou Petros
- Stefanelli Antonella
- Steffensen Rolf
- Strada Bruno
- Streeter James
- Strouhal Peter
- Stuart Murch
- Stubbs Michael
- Subedi Deepak
- Sueldo Claudio Pereyra
- Sun Kai
- Suwa Yoshinobu
- Swainson Ian
- Syawaluddin Hilman
- Syed Ghulam
- Szilveszter Balint
- T Albert
- Tacher Vania
- Tag Naima
- Takanami Kentaro
- Takehana Kazuya
- Taki Junichi
- Taleb Sara
- Tamaki Nagara
- Tandon Vikas
- Tang Gongshun
- Tang Jeanelle Margareth
- Taniguchi Yasuyo
- Taubman Kim
- Tawakol Ahmed
- Taylor Andrew
- Tecson Bettina
- Teragawa Hiroki
- Theng Youdaline
- Thientunyakit Tanyaluck
- Thimister Paul
- Thomas Dustin
- Thomas Paul
- Thomassen Anders
- Thompson Randall
- Thu Phyo Si
- To Andrew
- Tomas Miguel Santaularia
- Tomizawa Nobuo
- Topping William
- Torbet Tara
- Torreao Jorge
- Torres Rafael
- Traverso Sonia
- Traverzo Sonia Simona
- Trifonova Tatjana
- Trinidad Desiree
- Trivedi Adwait
- Tsujita Kenichi
- Tweed Katharine
- Udugama Chandraguptha
- Uellendahl Marly
- Ullery Shawn
- Umeji Kyoko
- Unger Steven
- Unzek Samuel
- Upton Anthony
- Uretsky Seth
- Uson Kristine Joy
- Ussov Wladimir Yurievich
- Uusitalo Valtteri
- Uy Mila
- Vajauskas Donatas
- Vakhromeeva Margarita
- Valiullina Nailya
- Vallejo Enrique
- Valles Mario
- Vallurupalli Srikanth
- Vallée Jean-Paul
- Valsamaki Pipitsa
- Vamadevan Shankar
- Van Asperen Erik-Jan
- Van De Heyning Caroline M.
- Van Gaal William
- Van Pelt Niels
- Vangu Mboyo
- Vargas Luis Salazar
- Vasquez Andres
- Vavlukis Marija
- Velez Mayra Sanchez
- Veltman Niels
- Ventroni Guido
- Vergel Damiana
- Verjans Johan
- Verma Atul
- Verma Vikas
- Verschure Derk
- Veríssimo Otávia
- Villines Todd C.
- Villines Todd C.
- Vitola Joao V.
- Vitola Joao V.
- Vondrak Andrej
- Voutnis Demetrius
- Vuuren Magritha Jv
- Várady Edit
- Vázquez Manuel Castillo
- Wagenaar Nils
- Wakabayashi Yasushi
- Waller Alfonso
- Waltrick Roberto
- Wang Ellen
- Wang Jian
- Wang Ximing
- Wang Yifan
- Wang Yining
- Wang Zhao-Qian
- Ward Parker
- Wayne Victor
- Weihmuller Juan Sebastian
- Weir-Mccall Jonathan
- Weiss Konrad
- Weissman Gaby
- Wesbey George
- White James
- White Kelly
- Williams Michelle C.
- Williams Michelle C.
- Wilson Peter
- Winchester David
- Winchester David
- Wolcan Juan
- Wolinsky David
- Won Kyoung Sook
- Wong David
- Wong Kirby
- Wu Jiang
- Wu Zhifang
- Xia Liming
- Xiao Jiangxi
- Xu Lei
- Xu Zhuoran
- Yamada Shinichiro
- Yamazaki Shinya
- Yang Youyou
- Yew Min Sen
- Yin Wu
- Yoneyama Tatsuya
- Yost Sandra
- Young Calum
- Younger John
- Younis Muhammad Numair
- Yu Jianqun
- Yuan Li
- Zaid Eed Abu
- Zakavi Seyed Rasoul
- Zapparoli Marcello
- Zavadovsky Konstantin
- Zeffiro Susana
- Zeidán Nahla
- Zerahn Bo
- Zgaljardic Michael
- Zhang Longjiang
- Zhang Tong
- Zhang Xiaoli
- Zhang Yong-Gao
- Zhu Li
- Zhuravlev Kirill
- Zoboli Stefania
- Zukotynski Katherine
- Zuluaga Alejandro
- Øvrehus Kristian Altern
- Štalc Monika
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2021
- Field of study
Objectives: This study sought to quantify and compare the decline in volumes of cardiovascular procedures between the United States and non-US institutions during the early phase of the coronavirus disease-2019 (COVID-19) pandemic.
Background: The COVID-19 pandemic has disrupted the care of many non-COVID-19 illnesses. Reductions in diagnostic cardiovascular testing around the world have led to concerns over the implications of reduced testing for cardiovascular disease (CVD) morbidity and mortality.
Methods: Data were submitted to the INCAPS-COVID (International Atomic Energy Agency Non-Invasive Cardiology Protocols Study of COVID-19), a multinational registry comprising 909 institutions in 108 countries (including 155 facilities in 40 U.S. states), assessing the impact of the COVID-19 pandemic on volumes of diagnostic cardiovascular procedures. Data were obtained for April 2020 and compared with volumes of baseline procedures from March 2019. We compared laboratory characteristics, practices, and procedure volumes between U.S. and non-U.S. facilities and between U.S. geographic regions and identified factors associated with volume reduction in the United States.
Results: Reductions in the volumes of procedures in the United States were similar to those in non-U.S. facilities (68% vs. 63%, respectively; p = 0.237), although U.S. facilities reported greater reductions in invasive coronary angiography (69% vs. 53%, respectively; p < 0.001). Significantly more U.S. facilities reported increased use of telehealth and patient screening measures than non-U.S. facilities, such as temperature checks, symptom screenings, and COVID-19 testing. Reductions in volumes of procedures differed between U.S. regions, with larger declines observed in the Northeast (76%) and Midwest (74%) than in the South (62%) and West (44%). Prevalence of COVID-19, staff redeployments, outpatient centers, and urban centers were associated with greater reductions in volume in U.S. facilities in a multivariable analysis.
Conclusions: We observed marked reductions in U.S. cardiovascular testing in the early phase of the pandemic and significant variability between U.S. regions. The association between reductions of volumes and COVID-19 prevalence in the United States highlighted the need for proactive efforts to maintain access to cardiovascular testing in areas most affected by outbreaks of COVID-19 infection
Changing trends in serotypes of S. pneumoniae isolates causing invasive and non-invasive diseases in unvaccinated population in Mexico (2000-2014)
- Author
- Aguiar
- Alejandra Cendejas-Amezcua
- Alfredo Ponce de León-Garduño
- Alma Rosa González-Hernandez
- Ana Dolores Quintero-Grijalva
- Ana Lilia Rolón-Montes de Oca
- Ana María Hernández-Dueñas
- Ana Rosa Méndez-Cruz
- Andrés Flores Santos
- Antonio Luévanos-Velázquez
- Araceli Soto-Noguerón
- Bautista-Marquez
- Briceida López-Martínez
- Cherian
- Claudia E. Guajardo-Lara
- Conklin
- Cruz-Hervert
- Daniels
- Diaz-Ortega
- Dinora Aguilar-Escobar
- Domingo Sánchez-Francia
- Durando
- Echaniz-Aviles
- Echaniz-Aviles
- Edgardo S. Acevedo-Casarrubias
- Eduardo Rivera-Martínez
- Eduardo Rodríguez-Noriega
- Elvira Garza-González
- Ernesto Calderón-Jaimes
- Fortino Solórzano-Santos
- Foster
- Francisco Márquez-Díaz
- Gabriela Echániz-Aviles
- Grando
- Griffin
- Guadalupe Atilano-Durán
- Gutierrez
- Ismelda López-Ovilla
- Jacobo Ayala-Aguilar
- Javier Castellanos-Martínez
- Jessica Paola-Purizaca Bazán
- Jesús Contreras-Soto
- Jorge Alejandro Vázquez-Narváez
- José Guillermo Vásquez-Rosales
- José Luís Arredondo-García
- José Manuel Feliciano-Guzmán
- José Sifuentes-Osornio
- Juan Carlos Tinoco-Fávila
- Juan Luis Mosqueda-Gómez
- Juan Manuel Barajas-Magallón
- Leova Pacheco-Gil
- Loo
- Lorena Salcido-Gutiérrez
- Lucila Martínez-Medina
- Mandell
- Manuel Ibarra-Muñiz
- Maria Guadalupe Miranda-Novales
- Mariana Gil-Veloz
- Martha Anchondo-Martínez
- Martha Camacho-Velázquez
- Martín Magaña-Aquino
- María del Carmen Alvarez Molina
- María del Rosario Magaña-Miranda
- María del Socorro Gutierrez-Rodríguez
- María Elena Velazquez-Meza
- María Elizabeth Olvera-Herrera
- María Noemí Carnalla-Barajas
- Mercedes Macías-Parra
- Miguel Angel Sánchez-Alemán
- Murray
- Napoleón González-Saldaña
- Norma de la Re-Montaño
- oaquín Rincón-Zuno
- Park
- Patricia Arzate-Barbosa
- Patricia Cornejo-Juárez
- Patricia Volkow-Fernández
- Paul Mora-Dominguez
- Pilishvili
- Pilishvili
- Rayo Morfín-Otero
- Regev-Yochay
- Reyna Edith Corte-Rojas
- Roca
- Rodenburg
- Ropero-Alvarez
- Rosa Areli Martínez-Gamboa
- Rosalía Jarillo-Medina
- Rosario Vázquez-Larios
- Santos-Preciado
- Sarbelio Moreno-Espinoza
- Sergio Esparza-Ahumada
- Socorro Azarell Anzurez-Gutiérrez
- Van der Linden
- Van der Linden
- Verónica Andrade-Almaraz
- Yolanda Jiménez-Tapia
- Publication venue
- 'Elsevier BV'
- Publication date
- Field of study
Reduction of cardiac imaging tests during the COVID-19 pandemic: The case of Italy. Findings from the IAEA Non-invasive Cardiology Protocol Survey on COVID-19 (INCAPS COVID)
- Author
- Abdelkader Medjahedi
- Adam Bernheim
- Adel Allam
- Adelina Sanches
- Aditya Sood
- Adna Lima
- Adolfo Facello
- Adriana Puente Barragan
- Adwait Trivedi
- Afonso Shiozaki
- Agha Haider
- Agnès Pasquet
- Ahmad Mansy
- Ahmad Ozair
- Ahmad Slim
- Ahmed Asfour
- Ahmed Ibrahim
- Ahmed Kandeel
- Ahmed Tawakol
- Aikaterini Archontaki
- Alan Goldberg
- Alastair Moss
- Alberico Del Torto
- Albert Flotats
- Albert T
- Alberto Cadena
- Alberto Cossu
- Alberto Cuocolo
- Aldo Carnevale
- Alejandra Marquez
- Alejandro Becerril González-Montecinos
- Alejandro Canderoli
- Alejandro De La Vega
- Alejandro Deviggiano
- Alejandro Horacio Meretta
- Alejandro Radzinschi
- Alejandro Zuluaga Costa Rica: Isabel Berrocal Gamboa
- Alessia Gimelli
- Alex Frenkel
- Alexander Kokov
- Alexander Pitman
- Alexander Sasse
- Alexandra Smith
- Alexia Farrugia
- Alfonso Waller
- Alfredo Astesiano
- Alfredo Rodrigues
- Alia Hassan
- Alicia Camarero
- Alistair Gummow
- Alix Juillet de Saint Lager Lucas
- Allan Johansen
- Alvin Quinon
- Amalia Peix
- Amanda Marn
- Ambedhkar Shantaram Naojee Mexico: Erick Alexanderson-Rosas
- Amelia Jimenez-Heffernan
- Ami Iskandrian
- Amit Patel
- Amit Pursnani
- Ana Sevilla
- Anand Gaikwad
- Anastasia Oikonomou
- Anatoly Karalkin
- Anda Bularga
- Anders Thomassen
- Anders Tjellaug Bråten Oman: Humoud Al Dhuhli
- Andor Glaudemans
- Andrea Astesiano
- Andrea Bruno
- Andrea De Lorenzo
- Andres Vasquez
- Andressa Borges
- Andrew Choi
- Andrew Kelion
- Andrew Taylor
- Andrew To
- Andrés Preciado-Anaya
- Angela Burandt
- Angela Byrne
- Angela Gaudiano
- Anggoro Praja Mukti
- Anibal Mele
- Anjori Dunbar
- Anri Inaki
- Ante Punda Cuba: Juan Felipe Batista
- Anthony Murray
- Anthony Samuel Mauritius: Mohammad Aaftaab Allarakha
- Anthony Upton
- Antonella Stefanelli
- Antonio Cabrera
- Antonio Calderón Moncayo
- Antonio Calderón Moncayo
- Antonio Ferreira Qatar: Ghulam Syed Republic of Ireland: Samer Arnous
- Anupama Kottam
- Anxo Martinez de Alegria
- Aparna Deshpande
- Aparna Irodi
- Armando Ugo Cavallo
- Arthur Scholte
- Arturo Romero Acuña
- Arve Jørgensen
- Aryeh Shalev Jamaica: Dainia Baugh
- Asbjørn Scholtens
- Asela Barroso
- Ashok Gangasandra Basavaraj
- Ashwani Sood
- Atsutaka Okizaki
- Atul Verma Indonesia: Erwin Affandi
- Augusto Almeida
- Aulia Huda
- Austin Robinson
- Axel Rominger
- Ayreen Cordero
- Azhar Khokhar
- Balint Szilveszter
- Barbara Nardi
- Barry Elison
- Bart De Boeck
- Basuki Hidayat
- Benjamin Chow
- Benjamin Hudson
- Bernardo Spiro
- Better N.
- Bettina Tecson
- Bhagwant Rai Mittal
- Bhanupriya Singh
- Bijoy Rajbanshi Netherlands: Peter Barneveld
- Bin Lu
- Bjarne Linde Norgaard
- Bo Zerahn Dominican Republic: Alfredo Perez Ecuador: Giovanni Alejandro Escorza Velez
- Brian Abbott
- Brian Ghoshhajra
- Brian Goldner
- Brian Pomerantz
- Bruce Decter
- Bruce Goodwin
- Bruno Castro
- Bruno Ghini
- Bruno Strada
- Caiying Li
- Calum Young Nicaragua: Teresa Cuadra
- Cameron Foster
- Candace Candela
- Carlo Liguori
- Carlos Anselmi
- Carlos Caicedo
- Carlos Collaud
- Carlos Collaud
- Carlos Eduardo Soares
- Carlos Novoa
- Carlos Rodrigues
- Carmen Concha
- Carolina Bas Norton
- Caroline M. Van De Heyning Bolivia: Raúl Araujo Ríos Bosnia - Herzegovina: Valentina Soldat-Stankovic
- Carolyn Hawkins
- Cerci R.
- Cesar Lovera
- Cesar Nomura
- Cesar Rodríguez
- Chae Moon Hong
- Chanan Moffitt
- Chandraguptha Udugama Sweden: Magnus Simonsson Switzerland: Hatem Alkadhi
- Chang Kyeong Namgung
- Charles Chao
- Charles Peebles
- Chen Low
- Chetan Patel
- Chibuzo Madu
- Chimura Misato Chimura
- Chris Ellis
- Chris Johnson
- Christel H. Kamani
- Christian Hamilton-Craig
- Christian Michael Pawhay
- Christina Fragkaki
- Christine Jellis
- Christoph Gräni
- Christopher Occleshaw
- Christopher Rofe
- Claudia Cortes
- Claudia Jaimes
- Claudia T. Gutierrez Villamil
- Claudio Marcassa
- Claudio Pereyra Sueldo
- Claudiu Adrian Stan Russian Federation: Alexey Ansheles
- Cláudio Tinoco Mesquita
- Connor Saunders
- Conor Meehan
- Corrado Cittanti
- Cristiano Siqueira
- Cristina Rodríguez Rey
- Cristina Sebastião Matushita
- Croatia: Ana Baric
- D'Arne Downie
- Daisuke Sato
- Damiana Vergel
- Dan Han
- Daniel Calderon Rodriguez
- Daniel Cragnolino
- Daniel Fisher
- Daniel Fitzpatrick
- Danilo Naves
- Daria Ryzhkova
- David Bluemke
- David Cusack
- David Kerins
- David Min
- David Murphy
- David Prior
- David Smith
- David Winchester
- David Wolinsky
- David Wong
- Davidson Pastrana
- Dee Nandurkar
- Deepa Gopalan
- Deepa Shetty
- Deepak Subedi
- Deepanjan Mitra
- Demetrius Voutnis
- Derk Verschure
- Desiree Trinidad
- Diana Litmanovich
- Diego Bromfman Pianta
- Diego Garofalo
- Diego Ruiz
- Diego Sadler
- Dilip Patel
- Dinesh Kalra
- Djibrillou Moussa Issoufou Nigeria: Tolulope Ayodele
- Djoko Prawiro
- Dominique Dabreo
- Donald Chang
- Donatas Vajauskas Luxembourg: Christian Picard Malaysia: Noor Khairiah A. Karim Malta: Luise Reichmuth
- Dondi M.
- Dong Li
- Dorbala S.
- Duane Chambers
- Duncan Coles
- Dustin Thomas
- Edgar Monroy
- Edgardo Mastrovito
- Edison Edison
- Edit Várady India: Nilesh Banthia
- Eduardo Noguera
- Eduardo Paixao
- Edward Nicol
- Edward O'Rourke
- Edward Passen
- Einstein A. J.
- Ekaterina Migunova
- Elena Busnardo
- Elena Califaretti
- Eleni Kyrozi
- Eleonora Del Giudice
- Elisa Bagatin
- Elisa Mcalindon
- Elisa Milan
- Elizabeth Capasso
- Elizabeth Joseph
- Ellen Wang
- Emilio Fentanes
- Enrique Vallejo
- Erasmo De La Peña
- Eric Cruz
- Erik Bieging
- Erik-Jan Van Asperen
- Erika Barragan
- Ernest Madu
- Ervina Shirka Algeria: Rabie Benlabgaa
- Erwin Affandi Soeriadi
- Erzsébet Schmidt
- Estevan Vieira Cabeda
- Eugene Leung
- Evangelos Repasos
- Evelina Faragasso
- Fabien Hyafil
- Fabio Fernandes
- Fabio Fernandes
- Fabio Massimo Fringuelli
- Fabrizio Ricci
- Fadi Hage
- Faith Kelly
- Faiza Al Kindi
- Farshad Emami
- Federico Rovaletti
- Felipe Villela Pedras
- Felix Nunura Japan: Hiroshi Asano
- Fernanda Erthal
- Fernando Cunali Jr.
- Fernando de Amorim Fernandes
- Fernando Dettori
- Fernando Faccio
- Fernando Kay
- Fernando Mendoza
- Fernando Mut Uzbekistan: Omoa Djuraev
- Filiberto Cortés
- Filip Homans
- Filipe Penna De Carvalho
- Fiona Murton
- Florence Rich
- Floyd W. Burke
- Franca Chierichetti
- Francesca Giuffrida
- Francesca Pugliese
- Francesco Bianco
- Francisco Martin
- Francisco Medina
- Franck Proffit
- Fábio Martins Silva
- Fábio Medeiros
- Gabriel Blacher Grossman
- Gabriel Castro
- Gabriel Castro Muñoz
- Gaby Weissman
- Galit Knafo
- Ganesh Shrestha
- Gani Gunawan
- Gareth Morgan-Hughes
- Gary Small
- Gaspare Arnone
- Gaurav Sharma
- George Bennie
- George Kinzfogl Iii
- George Pandos
- George Wesbey
- Gerrit Engelbrecht
- Gertrudis Sabatel Hernández
- Giampiero Longo
- Gian Mauro Sacchetti
- Gianluca Pontone
- Gianmario Sambuceti
- Giedre Kviecinskiene
- Giorgio Cavenaghi
- Giovanna Pepe
- Girish Dwivedi
- Giubbini R.
- Giuseppe De Vincentis
- Giuseppe Rubini
- Goleat Gutierrez Honduras: Alejandro Maldonado Hungary: Klara Buga
- Golnaz Houshmand
- Gongshun Tang
- Gordon Mander
- Graciela Eva Melado
- Gregory Hill
- Guido Ventroni
- Guilherme Azevedo
- Guilherme Urpia Monte
- Guilhermina Cantinho
- Guillermo Arroñada
- Gulnora Rozikhodjaeva Vietnam: Ha Le Ngoc
- Gustavo Raimondi
- Guzaliya Saifullina
- Habusari Hapkido
- Haluk Sayman Uganda: Mugisha Julius Sebikali
- Hamid Salehi
- Hamza Regaieg
- Hany Maurice
- Harlem Gongxeka
- Harold Arturo
- Hayato Ishimura
- Hector Bladimir Roque Vanegas Niger: Idrissa Adamou Soli
- Henry Bom
- Hideki Otsuka
- Hilman Syawaluddin Iraq: Amjed Albadr Islamic Republic of Iran: Majid Assadi
- Hiram Rivera Luna
- Hiroki Teragawa
- Hirotaka Maruno
- Hiroyuki Mataki
- Hirschfeld C. B.
- Hoosen Lakhi
- Horacio Del Riego
- Howard Lewin
- Hug Cuellar-Calabria
- Hui Liu
- Husam Farah
- Ian Swainson
- Ibraim Pinto
- Idan Roifman
- Ilan Gottlieb
- Ildiko Garai
- Imre Benedek
- Ioannis Datseris
- Ioannis Petrou Czech Republic: Vaclav Engelmann
- Irena Kostadinova Cambodia: Youdaline Theng Canada: Gad Abikhzer
- Irene Casáns-Tormo
- Irina Itskovich
- Irina Shurupova
- Isabel Blanco
- Isabel Carvajal-Juarez
- Isabel Krohn
- Isabella Bruno
- Israel Shlomo Maor Moalem
- Italy: Domenico Albano
- Jacqueline Kircher
- Jaetae Lee
- Jagat Narula
- James Clarcq
- James Streeter
- James White
- Jamie Kitt
- Jamshid Shirani
- Javier Courtis
- Javier Lopez Diaz
- Jay Layer
- Jean Engela
- Jean-François Deux
- Jean-Paul Vallée Thailand: Benjapa Khiewvan
- Jeanelle Margareth Tang
- Jeff Huffman
- Jeffrey Askew
- Jeffrey Leppo
- Jenni-Mari Hildre Dimmen
- Jennifer Calcott
- Jennifer Chen
- Jeremy Markowitz
- Jeroen Manders
- Jerry Obaldo
- Jesse Habets
- Jessica Brothers
- Ji-Young Kim
- Jia Hao Jason See
- Jian Wang
- Jiang Wu
- Jiangxi Xiao
- Jianqun Yu
- Jinendra Kumar Bhagat
- Jinkang Liu
- Joao Bruno Oliveira
- Joao Cavalcante
- Joaquín Ruiz
- Johan Verjans
- Johanne Neill
- John Dougan
- John Lesser
- John Magnussen
- John Michael Medina
- John Murray
- John O. Prior
- John Rumberger
- John Younger Austria: Gudrun Feuchtner
- John-Paul Carpenter
- Jolanta Kunikowska Portugal: Nuno Bettencourt
- Jon Martin
- Jonathan Carl Luis Rodrigues
- Jonathan Shulman
- Jonathan Weir-Mccall United States of America: Suhny Abbara
- Jonathon Leipsic
- Jorge Cachero
- Jorge Ensinas
- Jorge Gonzalez
- Jorge Torreao
- Jose Alberto Ortga Ramirez
- Jose Henrique Andrade
- Jose Javier Bustos
- Jose Maria Lotti
- Joseph Krepp
- Joseph Lee
- José Claudio Meneghetti
- José Ortellado People's Republic of Bangladesh: Afroza Akhter People's Republic of China: Dianbo Cao
- José Soares Junior
- Juan Blanco
- Juan Carlos Rojas
- Juan Ignacio Rayo Madrid
- Juan Javier Marquez-Cabeza
- Juan Londoño
- Juan Lopez-Mattei
- Juan Luis Londoño Blair
- Juan Manuel Bonelli
- Juan Manuel Gómez Lauchy
- Juan Sebastian Weihmuller
- Juan Wolcan
- Juliano Fernandes
- Julie O'Brien Republic of Korea: Ji-In Bang
- Julio Manuel Lewkowicz
- Jun Hashimoto
- Junichi Taki
- Kae Fukuyama
- Kai Sun
- Karen Hassen
- Karen Moncher
- Karin Lederer
- Karthikeyan Ananthasubramaniam
- Kasper Kyhl
- Katarina Milos
- Katarina Nelson
- Katharine Tweed
- Katherine Zukotynski Chile: Jose Canessa
- Kathleen Magurany
- Katie Hawthorne
- Kazuya Takehana
- Kelley Branch
- Kelly White
- Kelvin Bush
- Ken Lee
- Kenichi Nakajima
- Kenichi Tsujita
- Kenneth Lee
- Kentaro Takanami
- Kerry Esquitin
- Kerryanne Johnson
- Kevin Ombati Kuwait: Faridah Alkandari
- Kim Robles
- Kim Taubman
- Kirby Wong
- Kirill Zhuravlev Saudi Arabia: Mirvat Alasnag
- Klaas Pieter Koopmans
- Koichiro Fujisue
- Konrad Weiss Belarus: Natallia Maroz-Vadalazhskaya Belgium: Olivier Gheysens
- Konstantin Zavadovsky
- Kristian Altern Øvrehus
- Kristine Joy Uson
- Kunthi Pathmaraj
- Kyle Napier
- Kyoko Umeji
- Kyoung Sook Won Republic of North Macedonia: Venjamin Majstorov
- Lara Carreira
- Lars Christian Gormsen
- Laura Dragonetti
- Laura Evangelista
- Laure Sarda-Mantel
- Lawrence Phillips
- Lea Attanasio
- Lei Xu
- Leila Romantini
- Leon Menezes
- Leonardo Sara da Silva
- Leonie Scholtz
- Li Yuan
- Li Zhu Peru: Ana Alfaro Philippines: Paz Abrihan
- Lianggeng Gong
- Lilia M. Sierra-Galan
- Lilia M. Sierra-Galan
- Liming Xia
- Lizette Louw
- Lloyd Ridley
- Longjiang Zhang
- Loretta Carr
- Lori Gastner
- Luca Camoni
- Luca Ceriani
- Lucas Gutierrez
- Lucas San Miguel
- Lucia Graciela Alberguina
- Lucia Leccisotti
- Lucia Leva
- Lucia Rampin
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- Luciano Martin Cognigni
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- Zhifang Wu
- Zorana Mrsic
- Óscar Ulises Preciado-Gutiérrez
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2021
- Field of study
Background: In early 2020, COVID-19 massively hit Italy, earlier and harder than any other European country. This caused a series of strict containment measures, aimed at blocking the spread of the pandemic. Healthcare delivery was also affected when resources were diverted towards care of COVID-19 patients, including intensive care wards. Aim of the study: The aim is assessing the impact of COVID-19 on cardiac imaging in Italy, compare to the Rest of Europe (RoE) and the World (RoW). Methods: A global survey was conducted in May–June 2020 worldwide, through a questionnaire distributed online. The survey covered three periods: March and April 2020, and March 2019. Data from 52 Italian centres, a subset of the 909 participating centres from 108 countries, were analyzed. Results: In Italy, volumes decreased by 67% in March 2020, compared to March 2019, as opposed to a significantly lower decrease (p < 0.001) in RoE and RoW (41% and 40%, respectively). A further decrease from March 2020 to April 2020 summed up to 76% for the North, 77% for the Centre and 86% for the South. When compared to the RoE and RoW, this further decrease from March 2020 to April 2020 in Italy was significantly less (p = 0.005), most likely reflecting the earlier effects of the containment measures in Italy, taken earlier than anywhere else in the West. Conclusions: The COVID-19 pandemic massively hit Italy and caused a disruption of healthcare services, including cardiac imaging studies. This raises concern about the medium- and long-term consequences for the high number of patients who were denied timely diagnoses and the subsequent lifesaving therapies and procedures
Impact of COVID-19 on Diagnostic Cardiac Procedural Volume in Oceania: The IAEA Non-Invasive Cardiology Protocol Survey on COVID-19 (INCAPS COVID)
- Author
- Abdelkader Medjahedi
- Adam Bernheim
- Adel Allam
- Adelina Sanches
- Aditya Sood
- Adna Lima
- Adolfo Facello
- Adriana Puente Barragan
- Adwait Trivedi
- Afghanistan: Mohammad Nawaz Nasery Albania: Artan Goda
- Afonso Shiozaki
- Agha Haider
- Agnès Pasquet
- Ahmad Mansy
- Ahmad Ozair
- Ahmad Slim
- Ahmed Asfour
- Ahmed Ibrahim
- Ahmed Kandeel
- Ahmed Tawakol
- Aikaterini Archontaki
- Alan Goldberg
- Alastair Moss
- Alberico Del Torto
- Albert Flotats
- Albert T
- Alberto Cadena
- Alberto Cossu
- Alberto Cuocolo
- Aldo Carnevale
- Alejandra Marquez
- Alejandro Becerril González-Montecinos
- Alejandro Canderoli
- Alejandro De La Vega
- Alejandro Deviggiano
- Alejandro Horacio Meretta
- Alejandro Radzinschi
- Alejandro Zuluaga Costa Rica: Isabel Berrocal Gamboa
- Alessia Gimelli
- Alex Frenkel
- Alexander Kokov
- Alexander Pitman
- Alexander Sasse
- Alexandra Smith
- Alexia Farrugia
- Alfonso Waller
- Alfredo Astesiano
- Alfredo Rodrigues
- Alia Hassan
- Alicia Camarero
- Alistair Gummow
- Alix Juillet de Saint Lager Lucas
- Allan Johansen
- Alvin Quinon
- Amalia Peix
- Amanda Marn
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- Andrea Bruno
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- María Elia García
- Masaki Saito
- Masamichi Imai
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- Ming Yen Ng
- Mitch Simon
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- Mladen Jukic
- Mohamed Ismail Ahmed Hassan United Kingdom: Jill Anderson
- Mohamed Mandour Ali
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- Mohammed Nassoh Hafez
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- Moisés Jiménez-Santos
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- Morten Bøttcher
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- Mouaz Al-Mallah
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- Musab Riaz
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- Nadia Ismaili Alaoui
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- Natale Quartuccio
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- Naveen Sharma
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- Nils Wagenaar New Zealand: John Edmond
- Nimish Dhruva
- Nina Gagarina
- Nishant Shah
- Noam Muskal
- Nobuo Iguchi
- Nobuo Tomizawa
- Ntouskou Marousa
- O'Malley S.
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- Olena Mykhalchenko
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- Olivier Lairez
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- Omar Khalique
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- Otávia Veríssimo
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- Panagiotis Georgoulias
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- Prabhjot Nijjar
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- Rachele Bonfiglioli
- Raef Boktor
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- Raffaele Giubbini
- Raggi P.
- Rajaram Poludasu
- Rajesh Burgul
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- Raluca Mititelu
- Rami Doukky
- Ramkumar Sekar
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- Rebecca Schofield
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- Rexhep Durmo
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- Seyed Rasoul Zakavi Israel: Eed Abu Zaid
- Shady Abohashem
- Shamil Morayati
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- Sigelinda Sandoval
- Signe Helene Forsdahl
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- Silvia Teresa De Maria
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- Sinisa Stankovic Brazil: Maria Helena Albernaz Siqueira
- Siroos Mirzaei
- Sofia Chatziioannou
- Sofia Haider
- Son Hong Mai
- Sonexay Rajvong Latvia: Artem Kalinin
- Sonia Simona Traverzo
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- Sophia Koukouraki
- Sorin Danciu
- Srikanth Vallurupalli
- Stefan Pool
- Stefania Zoboli Jamaica: Dainia Baugh
- Stephan Probst
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- Steve Leung
- Steven H Lee
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- Steven Unger
- Stuart More
- Su Jin Jang
- Subhani Okarvi Serbia: Dragana Sobic Saranovic Singapore: Felix Keng
- Subodh Joshi
- Sudhir Saxena
- Sujata Shanbhag
- Sujith Seneviratne
- Sukriti Kumar
- Summanther Kaviratne
- Suresh Ramamurti
- Susana Molteni
- Susana Zeffiro Armenia: Mari Sakanyan Australia: Scott Beuzeville
- Svetlana Agranovich
- Svetlana Sazonova
- Sze Mun Mak
- Søren Hess
- Tadhg Gleeson
- Taghreed Ahmed
- Taimur Abbasi
- Tairkhan Dautov Kenya: Khalid Makhdomi
- Takao Kato
- Takashi Kudo
- Takashi Norikane
- Tanyaluck Thientunyakit Tunisia: Ali Sellem Turkey: Kemal Metin Kir
- Tao Li
- Tapan Patel
- Tara Torbet
- Tarek Al-Abboud
- Tatjana Trifonova
- Tatsuya Yoneyama Jordan: Mohammad Rawashdeh Kazakhstan: Daultai Batyrkhanov
- Teerapon Premprabha
- Teresa Massardo
- Thiago Ferreira De Souza
- Thomas Biggans
- Thomas Hartley
- Thomas Porter
- Thomas Semple
- Tiago Magalhães
- Tiago Senra
- Tien Chang
- Tiffany Chen
- Timothy Fairbairn
- Tomoaki Nakata
- Tomohisa Fukunaga
- Tonci Batinic
- Tong Zhang
- Tony Fuisz
- Tony Mcrae
- Tony Stanton
- Toshiaki Kadokami
- U. Joseph Schoepf
- Ulises González
- Umberto Conti
- Valtteri Uusitalo France: Matthieu Bailly
- Van Pelt N.
- Vania Naue
- Vania Tacher Germany: Roman P. Schneider Ghana: Harold Ayetey Greece: George Angelidis
- Velipekka Kokkonen
- Venkatesh Murthy
- Venkateshwar Polsani
- Veronica Della Tommasina
- Veronique Roelants
- Victar Hsieh
- Victor Hasbani
- Victor Jäger
- Victor Wayne
- Vijay Sai Chowdekar
- Vijay Solanki
- Vikas Tandon
- Vikas Verma
- Viktor Persic
- Viktor Pospelov
- Villines T. C.
- Vincent Habouzit
- Vincent Peter Magboo
- Vincenzo Russo
- Vinícius Kameoka
- Violeta Cortés
- Virgil Chan
- Virginia Peiro
- Virginia Pubul-Nuñez
- Vitola J. V.
- Vivek Bhat
- Viviana Frantellizzi
- Vladimir Sergienko
- Vladimír Kincl
- Volodymyr Pliatsek
- Vsevolod Milyevich Gulyaev
- Warren Moore
- William Duvall
- William Topping
- William Van Gaal
- Williams M. C.
- Wilson Furlan Alves
- Wladimir Yurievich Ussov
- Won Jun Kang
- Woon Chong
- Wu Yin
- Xiaoli Zhang
- Ximing Wang
- Xu Dai
- Xuan Canh Nguyen
- Yamile Marcos Gutierrez
- Yamile Marcos Gutierrez
- Yang Hou
- Yasmin Hamirani
- Yasushi Wakabayashi
- Yasutaka Ichikawa
- Yasutoshi Ohta
- Yasuyo Taniguchi
- Yetunde Onimode Norway: Elen Efros-Monsen
- Yiannis Chatzizisis
- Yifan Wang
- Yining Wang
- Yiyan Liu
- Yoav Arnson
- Yoichi Otomi
- Yong Hyu Jeong
- Yong-Gao Zhang
- Yoshimitsu Fukushima
- Yoshinobu Suwa
- Young So
- Younger J.
- Youyou Yang
- Zabah Jawa
- Zerida Muyinda Ukraine: Yaroslav Kmetyuk
- Zhao-Qian Wang
- Zhifang Wu
- Zorana Mrsic
- Óscar Ulises Preciado-Gutiérrez
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2021
- Field of study
Objectives: The INCAPS COVID Oceania study aimed to assess the impact caused by the COVID-19 pandemic on cardiac procedure volume provided in the Oceania region. Methods: A retrospective survey was performed comparing procedure volumes within March 2019 (pre-COVID-19) with April 2020 (during first wave of COVID-19 pandemic). Sixty-three (63) health care facilities within Oceania that perform cardiac diagnostic procedures were surveyed, including a mixture of metropolitan and regional, hospital and outpatient, public and private sites, and 846 facilities outside of Oceania. The percentage change in procedure volume was measured between March 2019 and April 2020, compared by test type and by facility. Results: In Oceania, the total cardiac diagnostic procedure volume was reduced by 52.2% from March 2019 to April 2020, compared to a reduction of 75.9% seen in the rest of the world (p<0.001). Within Oceania sites, this reduction varied significantly between procedure types, but not between types of health care facility. All procedure types (other than stress cardiac magnetic resonance [CMR] and positron emission tomography [PET]) saw significant reductions in volume over this time period (p<0.001). In Oceania, transthoracic echocardiography (TTE) decreased by 51.6%, transoesophageal echocardiography (TOE) by 74.0%, and stress tests by 65% overall, which was more pronounced for stress electrocardiograph (ECG) (81.8%) and stress echocardiography (76.7%) compared to stress single-photon emission computerised tomography (SPECT) (44.3%). Invasive coronary angiography decreased by 36.7% in Oceania. Conclusion: A significant reduction in cardiac diagnostic procedure volume was seen across all facility types in Oceania and was likely a function of recommendations from cardiac societies and directives from government to minimise spread of COVID-19 amongst patients and staff. Longer term evaluation is important to assess for negative patient outcomes which may relate to deferral of usual models of care within cardiology
Separation of track- and shower-like energy deposits in ProtoDUNE-SP using a convolutional neural network
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Ali-Mohammadzadeh Behnam
- Alion Tyler
- Allison Kyle
- Alonso Monsalve Saul
- Alrashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala Lara Victor
- Ayala-Torres Marco Alberto
- Azfar Farrukh
- Babicz Marta
- Back Ashley
- Back Henning
- Back John
- Backhouse Chris
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barker Gary J.
- Barkhouse Wayne
- Barnes Christopher
- Barr Giles
- Barranco Monarca Juan
- Barros Adilson
- Barros Nuno
- Barrow Joshua
- Basharina-Freshville Anastasia
- Bashyal Amit
- Basque Vincent
- Batchelor Charlie
- Batista das Chagas Ewerton
- Battat James
- Battisti Federico
- Bay Fatih
- Bazetto Maria Cecilia
- Bazo Alba José Luis
- Beacom John
- Bechetoille Edouard
- Behera Biswaranjan
- Beigbeder Christophe
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
- Bernardini Paolo
- Berner Roman
- Bersani Andrea
- Bertolucci Sergio
- Betancourt Minerba
- Betancur Rodríguez Amalia
- Bevan Adrian
- Bezawada Yashwanth
- Bezerra Thiago
- Bhardwaj Akhil
- Bhatnagar Vipin
- Bhattacharjee Maharnab
- Bhattarai Devesh
- Bhuller Shyam
- Bhuyan Bipul
- Biagi Simone
- Bian Jianming
- Biassoni Matteo
- Biery Kurt
- Bilki Burak
- Bishai Mary
- Bitadze Alexander
- Blake Andrew
- Blaszczyk Flor de Maria
- Blazey Gerald C.
- Blucher Edward
- Boissevain Jan
- Bolognesi Sara
- Bolton Timothy
- Bomben Luca
- Bonesini Maurizio
- Bongrand Mathieu
- Bonilla-Diaz Cesar
- Bonini Filiberto
- Booth Alexander
- Boran Fatma
- Bordoni Stefania
- Borkum Aran
- Bostan Nilay
- Bour Petr
- Bourgeois Christian
- Boyden Daniel
- Bracinik Juraj
- Braga Davide
- Brailsford Dominic
- Branca Antonio
- Brandt Andrew
- Bremer Johan
- Breton Dominique
- Brew Christopher
- Brice Stephen
- Brizzolari Claudia
- Bromberg Carl
- Brooke Jim
- Bross Alan
- Brunetti Giulia
- Brunetti Maria
- Buchanan Norman
- Budd Howard
- Butorov Ilia
- Cagnoli Irene
- Cai Tejin
- Caiulo Davide
- Calabrese Roberto
- Calafiura Paolo
- Calcutt Jacob
- Calin Marius
- Calvez Steven
- Calvo Enrique
- Caminata Alessio
- Campanelli Mario
- Caratelli David
- Carber Daniel
- Carceller Juan Miguel
- Carini Gabriella
- Carlus Bruno
- Carneiro Mateus
- Carniti Paolo
- Caro Terrazas Ivan
- Carranza Hector
- Carroll Thomas
- Castaño Forero Javier
- Castillo Andrés
- Castromonte Cesar
- Catano-Mur Erika
- Cattadori Carla
- Cavalier Fabien
- Cavallaro Giuseppe
- Cavanna Flavio
- Centro Sandro
- Cerati Giuseppe
- Cervelli Alberto
- Cervera Villanueva Anselmo
- Chalifour Michel
- Chappell Andrew
- Chardonnet Etienne
- Charitonidis Nikolas
- Chatterjee Animesh
- Chattopadhyay Subhasish
- Chavarry Neyra Michael Steve
- Chen Hucheng
- Chen Mu-Chun
- Chen Yifan
- Chen Zheyang
- Chen-Wishart Zachary
- Cheon Yoolim
- Cherdack Daniel
- Chi Cheng-Yi
- Childress Sam
- Chirco Robert
- Chiriacescu Ana
- Chisnall Georgia
- Cho Kihyeon
- Choate Sarah
- Chokheli David
- Chong Pooi
- Christensen Anne
- Christian David
- Christodoulou Georgios
- Chukanov Artem
- Chung Moses
- Church Eric
- Cicero Valentina
- Clarke Peter
- Cline Gordon
- Coan Thomas
- Cocco Alfredo
- Coelho Joao
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- Wilkinson Callum
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- Wood Kevin
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- Worcester Matthew
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- Wu Wenjie
- Xiao Yiwen
- Xie Fang
- Yaeggy Barbara
- Yandel Erin
- Yang Guang
- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
- Yu Bo
- Yu Haiwang
- Yu Hongzhao
- Yu Jae
- Yu Yiding
- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
- Zazueta Luis
- Zeller Geralyn
- Zennamo Joseph
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zhu Guanying
- Zimmerman Eric
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2022
- Field of study
International audienceLiquid argon time projection chamber detector technology provides high spatial and calorimetric resolutions on the charged particles traversing liquid argon. As a result, the technology has been used in a number of recent neutrino experiments, and is the technology of choice for the Deep Underground Neutrino Experiment (DUNE). In order to perform high precision measurements of neutrinos in the detector, final state particles need to be effectively identified, and their energy accurately reconstructed. This article proposes an algorithm based on a convolutional neural network to perform the classification of energy deposits and reconstructed particles as track-like or arising from electromagnetic cascades. Results from testing the algorithm on experimental data from ProtoDUNE-SP, a prototype of the DUNE far detector, are presented. The network identifies track- and shower-like particles, as well as Michel electrons, with high efficiency. The performance of the algorithm is consistent between experimental data and simulation
Scintillation light detection in the 6-m drift-length ProtoDUNE Dual Phase liquid argon TPC
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Ali-Mohammadzadeh Behnam
- Alion Tyler
- Allison Kyle
- Alonso Monsalve Saul
- AlRashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala Lara Victor
- Ayala-Torres Marco Alberto
- Azfar Farrukh
- Back Ashley
- Back Henning
- Back John
- Backhouse Chris
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barham Alzas Pablo
- Barker Gary J.
- Barkhouse Wayne
- Barnes Christopher
- Barr Giles
- Barranco Monarca Juan
- Barros Adilson
- Barros Nuno
- Barrow Joshua
- Basharina-Freshville Anastasia
- Bashyal Amit
- Basque Vincent
- Batchelor Charlie
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- Battat J.B. R.
- Battisti Federico
- Bay Fatih
- Bazetto Maria Cecilia
- Bazo Alba José Luis
- Beacom John
- Bechetoille Edouard
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- Beigbeder Christophe
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
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- Benitez Montiel Carlos
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
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- Bersani Andrea
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- Betancur Rodríguez Amalia
- Bevan Adrian
- Bezawada Yashwanth
- Bezerra T.J. C.
- Bhardwaj Akhil
- Bhatnagar Vipin
- Bhattacharjee Maharnab
- Bhattarai Devesh
- Bhuller Shyam
- Bhuyan Bipul
- Biagi Simone
- Bian Jianming
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- Biery Kurt
- Bilki Burak
- Bishai Mary
- Bitadze Alexander
- Blake Andrew
- Blaszczyk Flor de Maria
- Blazey Gerald C.
- Blucher Edward
- Boissevain Jan
- Bolognesi Sara
- Bolton Timothy
- Bomben Luca
- Bonesini Maurizio
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- Boran Fatma
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- Bourgeois Christian
- Boyden Daniel
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- Braga Davide
- Brailsford Dominic
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- Brizzolari Claudia
- Bromberg Carl
- Brooke Jim
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- Brunetti Giulia
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- Cai Tejin
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- Calabrese Roberto
- Calafiura Paolo
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- Carceller Juan Miguel
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- Chatterjee Animesh
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- Clarke Peter
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- Cocco Alfredo
- Coelho J.A. B.
- Colton Nicole
- Conley Erin
- Conley Robert
- Conrad Janet M.
- Convery Mark
- Copello Simone
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- da Motta Helio
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- De Bonis Isabelle
- de Gouvea Andre
- de Holanda Pedro
- de Icaza Astiz Iker
- De Jong Paul
- De Lurgio Patrick
- de Mello Neto J.R. T.
- de Oliveira M.A. Leigui
- De Roeck Albert
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- de Souza Greg
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- Devi Ritu
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- Diaz Felix
- Diaz Jorge S.
- Ding Pengfei
- Dirkx Glenn
- Distefano Carla
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- Doering Dionisio
- Dolan Stephen
- Dolek Furkan
- Dolinski Michelle J.
- Domine Laura
- Donon Yann
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- Duchesneau Dominique
- Duffy Kirsty
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- Dutta Bhaskar
- Duyang Hongyue
- Dvornikov Olexiy
- Dwyer Daniel A.
- Dyshkant Alexandre S.
- Eads Michael
- Earle Antony
- Edmunds Daniel
- Eisch Jonathan
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- Ereditato Antonio
- Erjavec Tyler
- Escobar Carlos O.
- Eurin Guillaume
- Evans Justin
- Ewart Erin
- Ezeribe Anthony
- Fahey Kevin
- Falcone Andrea
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- Fedoseev Dmitry
- Felix Julian
- Feng Yue
- Fernandez Menendez Pablo
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- Franc Jiri
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- Furic Ivan
- Furman Krzysztof
- Furmanski Andrew
- Gabrielli Alessandro
- Gago A.M.
- Gallagher Hugh
- Gallas Alexandre
- Gallego-Ros Ana
- Gallice Niccolo
- Galymov Vyacheslav
- Gamberini Enrico
- Gamble Trevor
- Ganacim Francisco
- Gandhi Raj
- Gandrajula Reddy
- Gao Fan
- Gao Shanshan
- Garcia-Gamez Diego
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- Gardiner Steven
- Gastler Dan
- Gauvreau Jean-Luc
- Ge Guanqun
- Geffroy Nicolas
- Gelli Bruno
- Gendotti Adamo
- Gent Stephen
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- Giammaria Paola
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- Giangiacomi Nico
- Gibin Daniele
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- Gilligan Sean
- Girerd Claude
- Giri Anjan Kumar
- Gnani Dario
- Gogota Olga
- Gold Michael
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- Gollwitzer Keith
- Gomes Ricardo
- Gomez Bermeo Laura Vanessa
- Gomez Fajardo L.S.
- Gonnella Francesco
- Gonzalez-Diaz Diego
- Gonzalez-Lopez Manuel
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- Gotti Claudio
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- Green Patrick
- Greenler Leland
- Greer Joel
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- Groh Micah
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- Gu Wenqiang
- Guardincerri Elena
- Guarino Victor
- Guarise Marco
- Guenette Roxanne
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- Guo Bing
- Gupta Aseem
- Gupta Vikas
- Guthikonda K.K.
- Gutierrez Rafael
- Guzowski Pawel
- Guzzo Marcelo
- Gwon Sunwoo
- Ha Chang Hyon
- Haaf Kevin
- Habig Alec
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- Haenni Roger
- Hahn Alan
- Haiston James
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- Hamernik Thomas
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- Han Jiyeon
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- Hartnell Jeffrey
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- Harton John
- Hasegawa Takyua
- Hasnip Ciaran
- Hatcher Robert
- Hatfield Kaleb
- Hatzikoutelis Athanasios
- Hayes Christopher
- Hayrapetyan Karen
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- Hazen Eric
- He Muyuan
- Heavey Anne
- Heeger Karsten
- Heise Jaret
- Henry Sarah
- Hernandez Morquecho Miguel Angel
- Herner Kenneth
- Hewes Jeremy
- Hewes V.
- Hilgenberg Christopher
- Hill Tony
- Hillier Stephen
- Himmel Alexander
- Hinkle Elise
- Hirsch Luciana
- Ho Johnny
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- Horton-Smith Glenn
- Hostert Matheus
- Hourlier Adrien
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- Hronek Maxine
- Huang Junying
- Hulcher Zachary
- Iles Gregory
- Ilic Nikolina
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- Illingworth Robert
- Ingratta Gianfranco
- Ioannisian Ara
- Irwin Burke
- Isenhower Larry
- Itay Ran
- Jackson Christopher
- Jain Vivek
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- Jang Wooyoung
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- Jediny Filip
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- Jeong Yu Seon
- Jesús-Valls César
- Ji Xiangpan
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- Johnson Randy
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- Jones Benjamin
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- Judah Matthew
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- Kakorin Igor
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- Keener Paul
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- Kim Doojin
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- Kobilarcik Thomas
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- Kohn Sam
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- Kostelecky V. Alan
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- Kreczko Luke
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- Kubota Shion
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- Kudryavtsev Vitaly A.
- Kulagin Sergey
- Kumar Jason
- Kumar Praveen
- Kunze Pablo
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- Laurenti Giuliano
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- Leardini Sara
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- Lehnert Ralf
- Leitner Matthaeus
- Lepin Luis
- Li Shirley W.
- Li Yichen
- Liao Heng-Ye
- Lin Cheng-Ju Stephen
- Lin Qing
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- Lineros Roberto
- Ling Jiajie
- Lister Adam
- Littlejohn Bryce
- Liu Junze
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- Loew Timothy
- Lokajicek Milos
- Lomidze Irakli
- Long Ken
- Lord Tom
- LoSecco John M.
- Louis William
- Lu Xianguo
- Luk Kam-Biu
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- Luo Xiao
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- Lux Thorsten
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- Maalmi Jihane
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- Macias Christopher Thomas
- Macier Jolie R.
- Maddalena Antonello
- Madera Alfonso
- Madigan Peter
- Magill Steve
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- Maloney James
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- Manzanillas Luis
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- Marchionni Alberto
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- Marfatia Danny
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- Marie Rodolphe
- Marinho Franciole
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- Marsden David
- Marshak Marvin
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- Martin-Albo Justo
- Martinez Caicedo David
- Martinez Norman
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- Martínez Miravé Pablo
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- Mason Katie
- Mastbaum Andrew
- Matichard Fabrice
- Matsuno Shigenobu
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- Mawby Isobel
- Mazza Roberto
- Mazzacane Anna
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- McNab Andrew
- Mefodiev Alexander
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- Melas Pantelis
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- Mendez Hector
- Mendez Patricia
- Menegolli A.
- Meng Guang
- Messier Mark
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- Mettler Thomas
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- Mikola Veera
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- Miller Graham
- Miller William
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- Mineev Oleg
- Minotti Alessandro
- Miranda Omar
- Miryala Sandeep
- Mishra C. Shekhar
- Mishra Sanjib R.
- Mislivec Aaron
- Mitchell Mote
- Mitchell Mote
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- Muether Mathew
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- Murphy Sebastien
- Musser Jim
- Méndez Diana
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- Niner Evan
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- Norman Andrew
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- Olivier Andrew
- Olshevskiy Alexander
- Onel Yasar
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- Ott Jordan
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- Paley Jonathan
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- Pascoli Silvia
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- Pasternak Jaroslaw
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- Patzak Thomas
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- Pawloski Greg
- Payne David
- Pec Viktor
- Peeters S.J. M.
- Pena Perez Aldo
- Pennacchio Elisabetta
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- Porter Joshua
- Potekhin Maxim
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- Potukuchi B.V. K.S.
- Pozimski Juergen
- Pozzato Michele
- Prakash Suprabh
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- Pugnere Denis
- Qian Xin
- Raaf Jennifer L.
- Radeka Veljko
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- Radics Balint
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- Rakotondravohitra Laza
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- Ramirez Delgado Manuel Alejandro
- Ramson Bryan
- Rappoldi A.
- Raselli G.L.
- Ratoff Peter
- Raut Sanil
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- Rice L.C. J.
- Ricol Jean-Stephane
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- Shafaq Sheeba
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- Siyeon Kim
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- Snopok Pavel
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- Solomey Nicholas
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- Soustruznik Karel
- Spagliardi Fabio
- Spanu Maura
- Spitz Joshua
- Spooner N.J. C.
- Spurgeon Kyle
- Stancari Michelle
- Stanco Luca
- Stanford Chris
- Stein Raul
- Steiner Herbert M.
- Steklain Lisbôa André
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- Tanaka Hirohisa
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- Thompson Joshua
- Thorn Craig
- Timm Steven C.
- Tishchenko Vladimir
- Tomassetti Luca
- Tonazzo Alessandra
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- Tsai Yu-Dai
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- Tufanli Serhan
- Tull Craig
- Tyley E.
- Tzanov Martin
- Uboldi Lorenzo
- Uchida Melissa
- Urheim Jon
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- Uzunyan Sergey
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- Vahle Patricia
- Valder Sammy
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- Vallazza Erik
- Valle J.W. F.
- Vallecorsa Sofia
- Van Berg Rick
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- Vanegas Forero David
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- Vasel Justin
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- Vrba Tomas
- Wachala Tomasz
- Waldron Abigail
- Wallbank Michael
- Wallis Connor
- Wang Hanguo
- Wang Jingbo
- Wang Li
- Wang M.H. L.S.
- Wang Xiaoran
- Wang Yi
- Wang Yue
- Warburton Karl
- Warner David
- Wascko Morgan
- Waters David
- Watson Alan
- Wawrowska Klaudia
- Weatherly Pierce
- Weber Alfons
- Weber Michele
- Wei Hanyu
- Weinstein Amanda
- Wenman Dan
- Wetstein Matthew
- White Andy
- Whitehead Leigh
- Whittington Denver
- Wilking Michael
- Wilkinson Alexander
- Wilkinson Callum
- Williams Zachary
- Wilson Fergus
- Wilson Robert
- Wisniewski William
- Wolcott Jeremy
- Wongjirad Taritree
- Wood Anthony
- Wood Kevin
- Worcester Elizabeth
- Worcester Matthew
- Wresilo Karolina
- Wret Clarence
- Wu Wanwei
- Wu Wenjie
- Xiao Yiwen
- Xie Fang
- Yaeggy Barbara
- Yandel Erin
- Yang Guang
- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
- Yu Bo
- Yu Haiwang
- Yu Hongzhao
- Yu Jae
- Yu Yiding
- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
- Zazueta Luis
- Zeller Geralyn
- Zennamo Joseph
- Zetina L.M. Montañno
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zhu Guanying
- Zimmerman Eric
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- Publication date
- 30/03/2022
- Field of study
DUNE is a dual-site experiment for long-baseline neutrino oscillation studies, neutrino astrophysics and nucleon decay searches. ProtoDUNE Dual Phase (DP) is a 6 × 6 × 6 m3 liquid argon time-projection-chamber (LArTPC) that recorded cosmic-muon data at the CERN Neutrino Platform in 2019–2020 as a prototype of the DUNE Far Detector. Charged particles propagating through the LArTPC produce ionization and scintillation light. The scintillation light signal in these detectors can provide the trigger for non-beam events. In addition, it adds precise timing capabilities and improves the calorimetry measurements. In ProtoDUNE-DP, scintillation and electroluminescence light produced by cosmic muons in the LArTPC is collected by photomultiplier tubes placed up to 7 m away from the ionizing track. In this paper, the ProtoDUNE-DP photon detection system performance is evaluated with a particular focus on the different wavelength shifters, such as PEN and TPB, and the use of Xe-doped LAr, considering its future use in giant LArTPCs. The scintillation light production and propagation processes are analyzed and a comparison of simulation to data is performed, improving understanding of the liquid argon properties.DUNE is a dual-site experiment for long-baseline neutrino oscillation studies, neutrino astrophysics and nucleon decay searches. ProtoDUNE Dual Phase (DP) is a 6x6x6m3 liquid argon time-projection-chamber (LArTPC) that recorded cosmic-muon data at the CERN Neutrino Platform in 2019-2020 as a prototype of the DUNE Far Detector. Charged particles propagating through the LArTPC produce ionization and scintillation light. The scintillation light signal in these detectors can provide the trigger for non-beam events. In addition, it adds precise timing capabilities and improves the calorimetry measurements. In ProtoDUNE-DP, scintillation and electroluminescence light produced by cosmic muons in the LArTPC is collected by photomultiplier tubes placed up to 7 m away from the ionizing track. In this paper, the ProtoDUNE-DP photon detection system performance is evaluated with a particular focus on the different wavelength shifters, such as PEN and TPB, and the use of Xe-doped LAr, considering its future use in giant LArTPCs. The scintillation light production and propagation processes are analyzed and a comparison of simulation to data is performed, improving understanding of the liquid argon properties
Separation of track- and shower-like energy deposits in ProtoDUNE-SP using a convolutional neural network
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Ali-Mohammadzadeh Behnam
- Alion Tyler
- Allison Kyle
- Alonso Monsalve Saul
- Alrashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala Lara Victor
- Ayala-Torres Marco Alberto
- Azfar Farrukh
- Babicz Marta
- Back Ashley
- Back Henning
- Back John
- Backhouse Chris
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barker Gary J.
- Barkhouse Wayne
- Barnes Christopher
- Barr Giles
- Barranco Monarca Juan
- Barros Adilson
- Barros Nuno
- Barrow Joshua
- Basharina-Freshville Anastasia
- Bashyal Amit
- Basque Vincent
- Batchelor Charlie
- Batista das Chagas Ewerton
- Battat James
- Battisti Federico
- Bay Fatih
- Bazetto Maria Cecilia
- Bazo Alba José Luis
- Beacom John
- Bechetoille Edouard
- Behera Biswaranjan
- Beigbeder Christophe
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
- Bernardini Paolo
- Berner Roman
- Bersani Andrea
- Bertolucci Sergio
- Betancourt Minerba
- Betancur Rodríguez Amalia
- Bevan Adrian
- Bezawada Yashwanth
- Bezerra Thiago
- Bhardwaj Akhil
- Bhatnagar Vipin
- Bhattacharjee Maharnab
- Bhattarai Devesh
- Bhuller Shyam
- Bhuyan Bipul
- Biagi Simone
- Bian Jianming
- Biassoni Matteo
- Biery Kurt
- Bilki Burak
- Bishai Mary
- Bitadze Alexander
- Blake Andrew
- Blaszczyk Flor de Maria
- Blazey Gerald C.
- Blucher Edward
- Boissevain Jan
- Bolognesi Sara
- Bolton Timothy
- Bomben Luca
- Bonesini Maurizio
- Bongrand Mathieu
- Bonilla-Diaz Cesar
- Bonini Filiberto
- Booth Alexander
- Boran Fatma
- Bordoni Stefania
- Borkum Aran
- Bostan Nilay
- Bour Petr
- Bourgeois Christian
- Boyden Daniel
- Bracinik Juraj
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- Bromberg Carl
- Brooke Jim
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- Brunetti Maria
- Buchanan Norman
- Budd Howard
- Butorov Ilia
- Cagnoli Irene
- Cai Tejin
- Caiulo Davide
- Calabrese Roberto
- Calafiura Paolo
- Calcutt Jacob
- Calin Marius
- Calvez Steven
- Calvo Enrique
- Caminata Alessio
- Campanelli Mario
- Caratelli David
- Carber Daniel
- Carceller Juan Miguel
- Carini Gabriella
- Carlus Bruno
- Carneiro Mateus
- Carniti Paolo
- Caro Terrazas Ivan
- Carranza Hector
- Carroll Thomas
- Castaño Forero Javier
- Castillo Andrés
- Castromonte Cesar
- Catano-Mur Erika
- Cattadori Carla
- Cavalier Fabien
- Cavallaro Giuseppe
- Cavanna Flavio
- Centro Sandro
- Cerati Giuseppe
- Cervelli Alberto
- Cervera Villanueva Anselmo
- Chalifour Michel
- Chappell Andrew
- Chardonnet Etienne
- Charitonidis Nikolas
- Chatterjee Animesh
- Chattopadhyay Subhasish
- Chavarry Neyra Michael Steve
- Chen Hucheng
- Chen Mu-Chun
- Chen Yifan
- Chen Zheyang
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- Cheon Yoolim
- Cherdack Daniel
- Chi Cheng-Yi
- Childress Sam
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- Colton Nicole
- Conley Erin
- Conley Robert
- Conrad Janet M.
- Convery Mark
- Copello Simone
- Cova Paolo
- Cremaldi Lucien
- Cremonesi Linda
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- Crisler Michael
- Cristaldo Esteban
- Crnkovic Jason
- Cross Ryan
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- Cuesta Clara
- Cui Yanou
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- da Motta Helio
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- de Mello Neto Joao
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- de Souza Greg
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- Decowski M. Patrick
- Deisting Alexander
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- Fedoseev Dmitry
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- Fields Laura
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- Filthaut Frank
- Fiorini Massimiliano
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- Weber Michele
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- Wisniewski William
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- Wongjirad Taritree
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- Wood Kevin
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- Worcester Matthew
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- Wret Clarence
- Wu Wanwei
- Wu Wenjie
- Xiao Yiwen
- Xie Fang
- Yaeggy Barbara
- Yandel Erin
- Yang Guang
- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
- Yu Bo
- Yu Haiwang
- Yu Hongzhao
- Yu Jae
- Yu Yiding
- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
- Zazueta Luis
- Zeller Geralyn
- Zennamo Joseph
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zhu Guanying
- Zimmerman Eric
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2022
- Field of study
International audienceLiquid argon time projection chamber detector technology provides high spatial and calorimetric resolutions on the charged particles traversing liquid argon. As a result, the technology has been used in a number of recent neutrino experiments, and is the technology of choice for the Deep Underground Neutrino Experiment (DUNE). In order to perform high precision measurements of neutrinos in the detector, final state particles need to be effectively identified, and their energy accurately reconstructed. This article proposes an algorithm based on a convolutional neural network to perform the classification of energy deposits and reconstructed particles as track-like or arising from electromagnetic cascades. Results from testing the algorithm on experimental data from ProtoDUNE-SP, a prototype of the DUNE far detector, are presented. The network identifies track- and shower-like particles, as well as Michel electrons, with high efficiency. The performance of the algorithm is consistent between experimental data and simulation
Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Adriano Cris
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Akbar Faiza
- Ali-Mohammadzadeh Behnam
- Allison Kyle
- Alonso Monsalve Saul
- Alrashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala Lara Victor
- Ayala-Torres Marco Alberto
- Ayalatorres M.
- Azfar Farrukh
- Back Ashley
- Back Henning
- Back John
- Backhouse Chris
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barker Gary J.
- Barkhouse Wayne
- Barnes Christopher
- Barr Giles
- Barranco Monarca Juan
- Barros Adilson
- Barros Nuno
- Barrow Joshua
- Basharina-Freshville Anastasia
- Bashyal Amit
- Basque Vincent
- Batchelor Charlie
- Battat James
- Battisti Federico
- Bay Fatih
- Bazetto Maria Cecilia
- Bazo Alba José Luis
- Bazo J.L.
- Beacom John
- Bechetoille Edouard
- Behera Biswaranjan
- Belchior Batista das Chagas Ewerton
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
- Bernardini Paolo
- Berner Roman
- Bersani Andrea
- Bertolucci Sergio
- Betancourt Minerba
- Betancur Rodríguez Amalia
- Bevan Adrian
- Bezawada Yashwanth
- Bezerra Anibal
- Bezerra Thiago
- Bhardwaj Akhil
- Bhatnagar Vipin
- Bhattacharjee Maharnab
- Bhattarai Devesh
- Bhuller Shyam
- Bhuyan Bipul
- Biagi Simone
- Bian Jianming
- Biassoni Matteo
- Biery Kurt
- Bilki Burak
- Bishai Mary
- Bitadze Alexander
- Blake Andrew
- Blaszczyk Flor de Maria
- Blazey Gerald C.
- Blucher Edward
- Boissevain Jan
- Bolognesi Sara
- Bolton Timothy
- Bomben Luca
- Bonesini Maurizio
- Bonilla-Diaz Cesar
- Bonini Filiberto
- Booth Alexander
- Boran Fatma
- Bordoni Stefania
- Borkum Aran
- Bostan Nilay
- Bour Petr
- Boyden Daniel
- Bracinik Juraj
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- Carini Gabriella
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- Catano-Mur Erika
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- Cavallaro Giuseppe
- Cavanna Flavio
- Centro Sandro
- Cerati Giuseppe
- Cervelli Alberto
- Cervera Villanueva Anselmo
- Chalifour Michel
- Chappell Andrew
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- Charitonidis Nikolas
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- Conrad Janet M.
- Convery Mark
- Copello Simone
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- Cremaldi Lucien
- Cremonesi Linda
- Crespo-Anadón José
- Crisler Michael
- Cristaldo Esteban
- Crnkovic Jason
- Cross Ryan
- Cudd Andrew
- Cuesta Clara
- Cui Yanou
- Cussans David
- da Motta Helio
- da Silva Peres Leonardo
- Dai Joel
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- Davini Stefano
- Dawson Jaime
- de Bonis Isabelle
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- de Holanda Pedro
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- de Jong Paul
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- de Lurgio Patrick
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- de Roeck Albert
- de Romeri Valentina
- de Souza Greg
- De I.
- De Kaushik
- De P.
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- De Shruti
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- Debbins Paul
- Decowski M. Patrick
- Deisting Alexander
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- Dias Marco
- Diaz Jorge S.
- Ding Pengfei
- Dirkx Glenn
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- Doering Dionisio
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- Dwyer Daniel A.
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- Falcone Andrea
- Fani Mattia
- Farnese Christian
- Farzan Yasaman
- Fedoseev Dmitry
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- Gallegoros A.
- Gallice Niccolo
- Galymov Vyacheslav
- Gamberini Enrico
- Gamble Trevor
- Ganacim Francisco
- Gandhi Raj
- Ganguly Sudeshna
- Gao Fan
- Gao Shanshan
- Garcia-Gamez Diego
- García- M.A.
- García-Peris Miguel
- Gardiner Steven
- Gastler Dan
- Gauvreau Jean-Luc
- Gauzzi Paolo
- Ge Guanqun
- Geffroy Nicolas
- Gelli Bruno
- Gendotti Adamo
- Gent Stephen
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- Giammaria Paola
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- Gibin Daniele
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- Gilligan Sean
- Girerd Claude
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- Gollwitzer Keith
- Gomes Ricardo
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- Gomez L.
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- Gonzalez-Lopez Manuel
- González Caamaño David
- González D.
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- Gotti Claudio
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- Gupta Vikas
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- Hamacherbaumann P.
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- He Muyuan
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- Heise Jaret
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- Hernandez Morquecho Miguel Angel
- Herner Kenneth
- Hewes Jeremy
- Hilgenberg Christopher
- Hill Tony
- Hillier Stephen
- Himmel Alexander
- Hinkle Elise
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- Illingworth Robert
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- Jipa Alexandru
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- Kashur Lane
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- Kearns Edward
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- Ketchum Wes
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- Whitehead Leigh
- Whittington Denver
- Wilking Michael
- Wilkinson Alexander
- Wilkinson Callum
- Williams Zachary
- Wilson Fergus
- Wilson Robert
- Wisniewski William
- Wolcott Jeremy
- Wongjirad Taritree
- Wood Anthony
- Wood Kevin
- Worcester Elizabeth
- Worcester Matthew
- Wresilo Karolina
- Wret Clarence
- Wu Wanwei
- Wu Wenjie
- Xiao Yiwen
- Yaeggy Barbara
- Yandel Erin
- Yang Guang
- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
- Yu Bo
- Yu Haiwang
- Yu Hongzhao
- Yu Jae
- Yu Yiding
- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
- Zazueta Luis
- Zeller Geralyn
- Zennamo Joseph
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zhu Guanying
- Zimmerman Eric
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- HAL CCSD
- Publication date
- 18/07/2022
- Field of study
International audienceThe Pandora Software Development Kit and algorithm libraries provide pattern-recognition logic essential to the reconstruction of particle interactions in liquid argon time projection chamber detectors. Pandora is the primary event reconstruction software used at ProtoDUNE-SP, a prototype for the Deep Underground Neutrino Experiment far detector. ProtoDUNE-SP, located at CERN, is exposed to a charged-particle test beam. This paper gives an overview of the Pandora reconstruction algorithms and how they have been tailored for use at ProtoDUNE-SP. In complex events with numerous cosmic-ray and beam background particles, the simulated reconstruction and identification efficiency for triggered test-beam particles is above 80% for the majority of particle type and beam momentum combinations. Specifically, simulated 1 GeV/c charged pions and protons are correctly reconstructed and identified with efficiencies of 86.1±0.6% and 84.1±0.6%, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation
Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Adriano Cris
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Akbar Faiza
- Ali-Mohammadzadeh Behnam
- Allison Kyle
- Alonso Monsalve Saul
- Alrashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala Lara Victor
- Ayala-Torres Marco Alberto
- Ayalatorres M.
- Azfar Farrukh
- Back Ashley
- Back Henning
- Back John
- Backhouse Chris
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barker Gary J.
- Barkhouse Wayne
- Barnes Christopher
- Barr Giles
- Barranco Monarca Juan
- Barros Adilson
- Barros Nuno
- Barrow Joshua
- Basharina-Freshville Anastasia
- Bashyal Amit
- Basque Vincent
- Batchelor Charlie
- Battat James
- Battisti Federico
- Bay Fatih
- Bazetto Maria Cecilia
- Bazo Alba José Luis
- Bazo J.L.
- Beacom John
- Bechetoille Edouard
- Behera Biswaranjan
- Belchior Batista das Chagas Ewerton
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
- Bernardini Paolo
- Berner Roman
- Bersani Andrea
- Bertolucci Sergio
- Betancourt Minerba
- Betancur Rodríguez Amalia
- Bevan Adrian
- Bezawada Yashwanth
- Bezerra Anibal
- Bezerra Thiago
- Bhardwaj Akhil
- Bhatnagar Vipin
- Bhattacharjee Maharnab
- Bhattarai Devesh
- Bhuller Shyam
- Bhuyan Bipul
- Biagi Simone
- Bian Jianming
- Biassoni Matteo
- Biery Kurt
- Bilki Burak
- Bishai Mary
- Bitadze Alexander
- Blake Andrew
- Blaszczyk Flor de Maria
- Blazey Gerald C.
- Blucher Edward
- Boissevain Jan
- Bolognesi Sara
- Bolton Timothy
- Bomben Luca
- Bonesini Maurizio
- Bonilla-Diaz Cesar
- Bonini Filiberto
- Booth Alexander
- Boran Fatma
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- Caratelli David
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- Carini Gabriella
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- Caro Terrazas Ivan
- Carranza Hector
- Carroll Thomas
- Castaño Forero Javier
- Castillo Andrés
- Castromonte Cesar
- Catano-Mur Erika
- Cattadori Carla
- Cavalier Fabien
- Cavallaro Giuseppe
- Cavanna Flavio
- Centro Sandro
- Cerati Giuseppe
- Cervelli Alberto
- Cervera Villanueva Anselmo
- Chalifour Michel
- Chappell Andrew
- Chardonnet Etienne
- Charitonidis Nikolas
- Chatterjee Animesh
- Chattopadhyay Subhasish
- Chavarry Neyra Michael Steve
- Chen Hucheng
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- Chen Yifan
- Chen Zheyang
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- Cheon Yoolim
- Cherdack Daniel
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- Colton Nicole
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- Conley Robert
- Conrad Janet M.
- Convery Mark
- Copello Simone
- Cova Paolo
- Cremaldi Lucien
- Cremonesi Linda
- Crespo-Anadón José
- Crisler Michael
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- Crnkovic Jason
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- Cuesta Clara
- Cui Yanou
- Cussans David
- da Motta Helio
- da Silva Peres Leonardo
- Dai Joel
- Dalager Olivia
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- Dawson Jaime
- de Bonis Isabelle
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- de Souza Greg
- De I.
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- Deisting Alexander
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- Demuth David
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- Di Capua Francesco
- Di Domenico Antonio
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- Diaz Jorge S.
- Ding Pengfei
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- Diurba Richard
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- Doering Dionisio
- Dolan Stephen
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- Dvornikov Olexiy
- Dwyer Daniel A.
- Dyshkant Alexandre S.
- Díaz Felix
- Eads Michael
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- Edmunds Daniel
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- Escobar Carlos O.
- Escudero Sanchez Lorena
- Eurin Guillaume
- Evans Justin
- Ewart Erin
- Ezeribe Anthony
- Fahey Kevin
- Fajardo L.S. Gomez
- Falcone Andrea
- Fani Mattia
- Farnese Christian
- Farzan Yasaman
- Fedoseev Dmitry
- Felix Julian
- Feng Yue
- Fernandez Menendez Pablo
- Fernandez-Martinez Enrique
- Ferraro Federico
- Fields Laura
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- Filthaut Frank
- Fine Robert
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- Furmanski Andrew
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- Gallegoros A.
- Gallice Niccolo
- Galymov Vyacheslav
- Gamberini Enrico
- Gamble Trevor
- Ganacim Francisco
- Gandhi Raj
- Ganguly Sudeshna
- Gao Fan
- Gao Shanshan
- Garcia-Gamez Diego
- García- M.A.
- García-Peris Miguel
- Gardiner Steven
- Gastler Dan
- Gauvreau Jean-Luc
- Gauzzi Paolo
- Ge Guanqun
- Geffroy Nicolas
- Gelli Bruno
- Gendotti Adamo
- Gent Stephen
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- Giammaria Paola
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- Gibin Daniele
- Gil-Botella Ines
- Gilligan Sean
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- Gollwitzer Keith
- Gomes Ricardo
- Gomez Bermeo Laura Vanessa
- Gomez L.
- Gonnella Francesco
- Gonzalez-Diaz Diego
- Gonzalez-Lopez Manuel
- González Caamaño David
- González D.
- Goodman Maury
- Goodwin Owen
- Goswami Srubabati
- Gotti Claudio
- Goudzovski Evgueni
- Grace Carl
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- Groh Micah
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- Gupta Vikas
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- He Muyuan
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- Heeger Karsten
- Heise Jaret
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- Hernandez Morquecho Miguel Angel
- Herner Kenneth
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- Hilgenberg Christopher
- Hill Tony
- Hillier Stephen
- Himmel Alexander
- Hinkle Elise
- Hirsch Luciana
- Ho Johnny
- Hoff James
- Holin Anna
- Hoppe Eric
- Horton-Smith Glenn
- Hostert Matheus
- Hourlier Adrien
- Howard Bruce
- Howell Ryan
- Hristova Ivana
- Hronek Maxine
- Huang Junying
- Hulcher Zachary
- Iles Gregory
- Ilic Nikolina
- Iliescu Antoniu
- Illingworth Robert
- Ingratta Gianfranco
- Ioannisian Ara
- Irwin Burke
- Isenhower Larry
- Itay Ran
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- Jang Wooyoung
- Jargowsky Benjamin
- Jediny Filip
- Jena Deepika
- Jeong Yu Seon
- Jesús-Valls César
- Ji Xiangpan
- Jiang Junjie
- Jiang Libo
- Jiménez Sergio
- Jipa Alexandru
- Joaquim Filipe
- Johnson Walker
- Johnston Nicholas
- Jones Benjamin
- Judah Matthew
- Jung Chang Kee
- Junk Thomas
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- Kabirnezhad Monireh
- Kaboth Asher
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- Kashur Lane
- Kazaryan Narine
- Kearns Edward
- Keener Paul
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- Kemp Ernesto
- Kemularia Otari
- Ketchum Wes
- Kettell Steve
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- Khvedelidze Arsen
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- Kolupaeva Liudmila
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- Wu Wenjie
- Xiao Yiwen
- Yaeggy Barbara
- Yandel Erin
- Yang Guang
- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
- Yu Bo
- Yu Haiwang
- Yu Hongzhao
- Yu Jae
- Yu Yiding
- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
- Zazueta Luis
- Zeller Geralyn
- Zennamo Joseph
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zhu Guanying
- Zimmerman Eric
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- HAL CCSD
- Publication date
- 18/07/2022
- Field of study
International audienceThe Pandora Software Development Kit and algorithm libraries provide pattern-recognition logic essential to the reconstruction of particle interactions in liquid argon time projection chamber detectors. Pandora is the primary event reconstruction software used at ProtoDUNE-SP, a prototype for the Deep Underground Neutrino Experiment far detector. ProtoDUNE-SP, located at CERN, is exposed to a charged-particle test beam. This paper gives an overview of the Pandora reconstruction algorithms and how they have been tailored for use at ProtoDUNE-SP. In complex events with numerous cosmic-ray and beam background particles, the simulated reconstruction and identification efficiency for triggered test-beam particles is above 80% for the majority of particle type and beam momentum combinations. Specifically, simulated 1 GeV/c charged pions and protons are correctly reconstructed and identified with efficiencies of 86.1±0.6% and 84.1±0.6%, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation