34 research outputs found
NHR-49 Helps Germline-Less Worms Chew the Fat
- Author
- A Antebi
- A Dillin
- A Ghazi
- A Ghazi
- a Tullet JM
- A-L Hsu
- AE Vercesi
- AK Busch
- AM Valdes
- Arjumand Ghazi
- B Gerisch
- BB Green
- C Kenyon
- Carissa P. Olsen
- CJ Kenyon
- CL Perez
- CT Murphy
- D Drori
- D Vilchez
- EJ O′Rourke
- EW Kraegen
- Francis R. G. Amrit
- FRG Amrit
- FRG Amrit
- G Angelo
- H Hsin
- Hasreet Gill
- J Goudeau
- J-F Rual
- JB Mason
- JL Watts
- Jordan Ward
- JR Berman
- K Lin
- K-J Min
- Kaveh Ashrafi
- Keith R. Yamamoto
- Kyle Holden
- L Guarente
- L Partridge
- LG Gillingham
- LR Lapierre
- LR Lapierre
- M Artal-Sanz
- M Chamoli
- M Hansen
- M McCormick
- M Montes
- M Xu
- MC Wang
- MD Drewry
- ME Ossewaarde
- MR Van Gilst
- MR Van Gilst
- N Arantes-Oliveira
- NG Morgan
- OH Robertson
- P Dobrzyn
- P Narbonne
- PC Calder
- PP Pathare
- R Rae
- Ramesh Ratnappan
- RS Kamath
- S Alper
- S Savary
- S Taubert
- S Wolff
- SA Keith
- Shaw-Wen Chen
- SM Houten
- T Flatt
- T Kirkwood
- TJ Brock
- V Contreras A
- V Gonzalez-Covarrubias
- V Messier
- W Huang
- YP Zhou
- Publication venue
- 'Public Library of Science (PLoS)'
- Publication date
- 01/01/2014
- Field of study
In C. elegans, removal of the germline extends lifespan significantly. We demonstrate that the nuclear hormone receptor, NHR-49, enables the response to this physiological change by increasing the expression of genes involved in mitochondrial β-oxidation and fatty-acid desaturation. The coordinated augmentation of these processes is critical for germline-less animals to maintain their lipid stores and to sustain de novo fat synthesis during adulthood. Following germline ablation, NHR-49 is up-regulated in somatic cells by the conserved longevity determinants DAF-16/FOXO and TCER-1/TCERG1. Accordingly, NHR-49 overexpression in fertile animals extends their lifespan modestly. In fertile adults, nhr-49 expression is DAF-16/FOXO and TCER-1/TCERG1 independent although its depletion causes age-related lipid abnormalities. Our data provide molecular insights into how reproductive stimuli are integrated into global metabolic changes to alter the lifespan of the animal. They suggest that NHR-49 may facilitate the adaptation to loss of reproductive potential through synchronized enhancement of fatty-acid oxidation and desaturation, thus breaking down some fats ordained for reproduction and orchestrating a lipid profile conducive for somatic maintenance and longevity
Federated learning enables big data for rare cancer boundary detection.
- Author
- Abayazeed Aly
- Abbassy Ahmed
- Abello Ana
- Adabi Saba
- Agzarian Marc
- Ahn Sung Soo
- Ak Murat
- Alafandi Ahmed
- Alexander Gregory S
- Alexiou Sotiris
- Allen Bryan
- Apgar Charles
- Badve Chaitra
- Baek Stephen
- Baid Ujjwal
- Bakas Spyridon
- Bapuraj J Rajiv
- Bareja Rohan
- Barnholtz-Sloan Jill S
- Beets-Tan Regina G H
- Belouali Anas
- Bencheqroun Camelia
- Bendszus Martin
- Benson Sean
- Bernal Jose
- Bhardwaj Sargam
- Bhuvaneshwar Krithika
- Bialecki Brian
- Bilello Michel
- Bink Andrea
- Booth Thomas C
- Boss Michael A
- Brugnara Gianluca
- Buatti John M
- Calabrese Evan
- Capellades Jaume
- Cha Soonmee
- Chambless Lola B
- Chang Jong Hee
- Chang Ken
- Chelliah Alysha
- Chen Cheng
- Chen Jonathan
- Choi Joseph
- Choi Yoon Seong
- Chong Chee
- Chotai Silky
- Cimino Lisa
- Cloughesy Timothy F
- Colen Rivka R
- Currie Stuart
- Cutler Danielle
- Dako Farouk
- Davatzikos Christos
- Dicker Adam P
- Dixon Luke V M
- Dorcas Adeleye
- Dostál Marek
- Dou Qi
- Dragos Carmen
- Dubbink Hendrikus J
- Edwards Brandon
- Ellingson Benjamin M
- Escobar William
- Ezhov Ivan
- Falcão Alexandre Xavier
- Farinhas Joaquim
- Fatania Kavi
- Flanders Adam E
- Foley Patrick
- Fortin David
- Franco-Maldonado Heydy
- French Pim J
- Frood Russell
- Fu Eric
- Gahrmann Renske
- Gamal Shady
- Garrett John
- Ghodasara Satyam
- Gimpel James
- Glocker Ben
- Gruzdev Alexey
- Guevara Pamela
- Gusev Yuriy
- Gómez Jhon
- Haas Rourke
- Hagiwara Akifumi
- Haliassos Ilias
- Hamghalam Mohammad
- Hau Ann-Christin
- Haunschmidt Andreas
- Heng Pheng Ann
- Herrera-Trujillo Alejandro
- Hill Michael
- Holcomb James
- Hu Ricky
- Huang Raymond Y
- Incekara Fatih
- Ingalhalikar Madhura
- Ismael Heba
- Jadhav Manali
- Jain Rajan
- Jeraj Robert
- Jiang Meirui
- Jones Craig K
- Kalogeropoulou Christina
- Kamnitsas Konstantinos
- Kapsas Georgios
- Kardamakis Dimitrios M
- Karkada Deepthi
- Keunen Olivier
- Keřkovský Miloš
- Kim Ho Sung
- Kim Yusung
- Klein Stefan
- Kofler Florian
- Kolodziej Kenneth
- Kopřivová Tereza
- Kotrotsou Aikaterini
- Kozubek Michal
- Kumar Neeraj
- Kurc Tahsin
- LaMontagne Pamela
- Landman Bennett
- Larson Matthew
- Lee Joonsang
- Lee Matthew
- Lee Seung-Koo
- Lepage Martin
- Li Hongwei
- Liem Spencer
- Loayza Francis
- Lombardo Joseph
- Lucio Diego R
- Lui Yvonne W
- Luo Bing
- Lux Filip
- López Eduardo
- Madhavan Subha
- Mahajan Abhishek
- Maier-Hein Klaus
- Maldjian Joseph A
- Mandel Jacob
- Mani Kartik M
- Marcus Daniel
- Marella Sailaja
- Martin Jason
- Martins Samuel B
- Matula Petr
- McKinley Richard
- Meckel Stephan
- Meier Raphael
- Mekhaimar Mahmoud
- Mendoza Cristobal
- Menotti David
- Menze Bjoern
- Metz Marie
- Michálek Jan
- Mistry Akshitkumar
- Mitchell J Ross
- Modat Marc
- Mohan Suyash
- Moraes Fabio Y
- Moritani Toshio
- Morón Fanny
- Moustakas Konstantinos
- Murcia Derrick
- Muzi Mark
- Necker Georg
- Niclou Simone P
- Odafe-Oyibotha Olubunmi
- Ogbole Godwin
- Ormond David Ryan
- Osobu Babatunde
- Oughourlian Talia
- Oyekunle Dotun
- Palmer Joshua D
- Panagiotopoulos Vasileios
- Pandey Umang
- Park Ji Eun
- Pati Sarthak
- Payne David
- Pei Linmin
- Pelaez Enrique
- Peoples Jacob J
- Pichler Josef
- Pinho Marco C
- Poisson Laila
- Pouymayou Bertrand
- Prabhudesai Snehal
- Prasanna Prateek
- Preetha Chandrakanth J
- Price Cynthia
- Puig Josep
- Qayati Mohamed
- Quevedo Sebastian
- Quintero Carmen Balaña
- Radojewski Piotr
- Ramadass Karthik
- Rao Arvind
- Raymond Catalina
- Reddy Divya
- Reina G Anthony
- Reyes Mauricio
- Rudie Jeffrey
- Ríos Elvis
- Sahm Felix
- Saini Jitender
- Sair Haris I
- Sako Chiharu
- Saltz Joel
- Sayah Anousheh
- Schmidt Kendall
- Schouten Joost W
- Shah Prashant
- Sharma Sonam
- Shaykh Hassan F
- Sheller Micah
- Shrestha Sampurna
- Shu'aibu Mustapha
- Shuaib Haris
- Shukla Gaurav
- Simpson Amber L
- Sloan Andrew E
- Slotboom Johannes
- Smits Marion
- So Tiffany Y
- Soneye Mayowa
- Sprenger Flávia
- Srinivasan Ashok
- Teixeira Bernardo C A
- Teuwen Jonas
- Thompson John
- Thompson Reid C
- Tiwari Pallavi
- To Minh-Son
- Torche Esteban
- Tran Anh
- Trenkler Johannes
- Trujillo Maria
- Tseng Tzu-Chi
- Tsiganos Panagiotis
- Turk Sevcan
- Vadmal Vachan
- Vallières Martin
- van den Bent Martin J
- van der Voort Sebastian R
- Veettil Deepak Kattil
- Velastin Sergio A
- Venkataraman Archana
- Vera Franco
- Verma Ruchika
- Villanueva-Meyer Javier
- Vincent Arnaud J P E
- Vogelbaum Michael A
- Vollmuth Philipp
- Vybíhal Václav
- Wagner Benjamin C
- Waite Kristin
- Wang Chencai
- Wang Nicholas
- Wang Shih-Han
- Weiss Tobias
- Weller Michael
- Wen Ning
- Wick Wolfgang
- Wiest Roland
- Wiestler Benedikt
- Wijnenga Maarten M J
- Williams Matthew
- Xu Kaiwen
- Yadav Ipsa
- Yogananda Chandan Ganesh Bangalore
- Yoshiaki Ota
- Yuan Yading
- Yun Jihye
- Zacharaki Evangelia I
- Zampakis Peter
- Zenk Maximilian
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 25/04/2022
- Field of study
Although machine learning (ML) has shown promise across disciplines, out-of-sample generalizability is concerning. This is currently addressed by sharing multi-site data, but such centralization is challenging/infeasible to scale due to various limitations. Federated ML (FL) provides an alternative paradigm for accurate and generalizable ML, by only sharing numerical model updates. Here we present the largest FL study to-date, involving data from 71 sites across 6 continents, to generate an automatic tumor boundary detector for the rare disease of glioblastoma, reporting the largest such dataset in the literature (n = 6, 314). We demonstrate a 33% delineation improvement for the surgically targetable tumor, and 23% for the complete tumor extent, over a publicly trained model. We anticipate our study to: 1) enable more healthcare studies informed by large diverse data, ensuring meaningful results for rare diseases and underrepresented populations, 2) facilitate further analyses for glioblastoma by releasing our consensus model, and 3) demonstrate the FL effectiveness at such scale and task-complexity as a paradigm shift for multi-site collaborations, alleviating the need for data-sharing
Author Correction: Federated learning enables big data for rare cancer boundary detection.
- Author
- Abayazeed Aly
- Abbassy Ahmed
- Abello Ana
- Adabi Saba
- Agzarian Marc
- Ahn Sung Soo
- Ak Murat
- Alafandi Ahmed
- Alexander Gregory S
- Alexiou Sotiris
- Allen Bryan
- Apgar Charles
- Badve Chaitra
- Baek Stephen
- Baid Ujjwal
- Bakas Spyridon
- Balaña Carmen
- Bapuraj J Rajiv
- Bareja Rohan
- Barnholtz-Sloan Jill S
- Beets-Tan Regina G H
- Belouali Anas
- Bencheqroun Camelia
- Bendszus Martin
- Benson Sean
- Bernal Jose
- Bhardwaj Sargam
- Bhuvaneshwar Krithika
- Bialecki Brian
- Bilello Michel
- Bink Andrea
- Booth Thomas C
- Boss Michael A
- Brugnara Gianluca
- Buatti John M
- Calabrese Evan
- Capellades Jaume
- Cha Soonmee
- Chambless Lola B
- Chang Jong Hee
- Chang Ken
- Chelliah Alysha
- Chen Cheng
- Chen Jonathan
- Choi Joseph
- Choi Yoon Seong
- Chong Chee
- Chotai Silky
- Cimino Lisa
- Cloughesy Timothy F
- Colen Rivka R
- Currie Stuart
- Cutler Danielle
- Dako Farouk
- Davatzikos Christos
- Dicker Adam P
- Dixon Luke V M
- Dorcas Adeleye
- Dostál Marek
- Dou Qi
- Dragos Carmen
- Dubbink Hendrikus J
- Edwards Brandon
- Ellingson Benjamin M
- Escobar William
- Ezhov Ivan
- Falcão Alexandre Xavier
- Farinhas Joaquim
- Fatania Kavi
- Flanders Adam E
- Foley Patrick
- Fortin David
- Franco-Maldonado Heydy
- French Pim J
- Frood Russell
- Fu Eric
- Gahrmann Renske
- Gamal Shady
- Garrett John
- Ghodasara Satyam
- Gimpel James
- Glocker Ben
- Gruzdev Alexey
- Guevara Pamela
- Gusev Yuriy
- Gómez Jhon
- Haas Rourke
- Hagiwara Akifumi
- Haliassos Ilias
- Hamghalam Mohammad
- Hau Ann-Christin
- Haunschmidt Andreas
- Heng Pheng Ann
- Herrera-Trujillo Alejandro
- Hill Michael
- Holcomb James
- Hu Ricky
- Huang Raymond Y
- Incekara Fatih
- Ingalhalikar Madhura
- Ismael Heba
- Jadhav Manali
- Jain Rajan
- Jeraj Robert
- Jiang Meirui
- Jones Craig K
- Kalogeropoulou Christina
- Kamnitsas Konstantinos
- Kapsas Georgios
- Kardamakis Dimitrios M
- Karkada Deepthi
- Keunen Olivier
- Keřkovský Miloš
- Kim Ho Sung
- Kim Yusung
- Klein Stefan
- Kofler Florian
- Kolodziej Kenneth
- Kopřivová Tereza
- Kotrotsou Aikaterini
- Kozubek Michal
- Kumar Neeraj
- Kurc Tahsin
- LaMontagne Pamela
- Landman Bennett
- Larson Matthew
- Lee Joonsang
- Lee Matthew
- Lee Seung-Koo
- Lepage Martin
- Li Hongwei
- Liem Spencer
- Loayza Francis
- Lombardo Joseph
- Lucio Diego R
- Lui Yvonne W
- Luo Bing
- Lux Filip
- López Eduardo
- Madhavan Subha
- Mahajan Abhishek
- Maier-Hein Klaus
- Maldjian Joseph A
- Mandel Jacob
- Mani Kartik M
- Marcus Daniel
- Marella Sailaja
- Martin Jason
- Martins Samuel B
- Matula Petr
- McKinley Richard
- Meckel Stephan
- Meier Raphael
- Mekhaimar Mahmoud
- Mendoza Cristobal
- Menotti David
- Menze Bjoern
- Metz Marie
- Michálek Jan
- Mistry Akshitkumar
- Mitchell J Ross
- Modat Marc
- Mohan Suyash
- Moraes Fabio Y
- Moritani Toshio
- Morón Fanny
- Moustakas Konstantinos
- Murcia Derrick
- Muzi Mark
- Necker Georg
- Niclou Simone P
- Odafe-Oyibotha Olubunmi
- Ogbole Godwin
- Ormond David Ryan
- Osobu Babatunde
- Oughourlian Talia
- Oyekunle Dotun
- Palmer Joshua D
- Panagiotopoulos Vasileios
- Pandey Umang
- Park Ji Eun
- Pati Sarthak
- Payne David
- Pei Linmin
- Pelaez Enrique
- Peoples Jacob J
- Pichler Josef
- Pinho Marco C
- Poisson Laila
- Pouymayou Bertrand
- Prabhudesai Snehal
- Prasanna Prateek
- Preetha Chandrakanth J
- Price Cynthia
- Puig Josep
- Qayati Mohamed
- Quevedo Sebastian
- Radojewski Piotr
- Ramadass Karthik
- Rao Arvind
- Raymond Catalina
- Reddy Divya
- Reina G Anthony
- Reyes Mauricio
- Rudie Jeffrey
- Ríos Elvis
- Sahm Felix
- Saini Jitender
- Sair Haris I
- Sako Chiharu
- Saltz Joel
- Sayah Anousheh
- Schmidt Kendall
- Schouten Joost W
- Shah Prashant
- Sharma Sonam
- Shaykh Hassan F
- Sheller Micah
- Shrestha Sampurna
- Shu'aibu Mustapha
- Shuaib Haris
- Shukla Gaurav
- Simpson Amber L
- Sloan Andrew E
- Slotboom Johannes
- Smits Marion
- So Tiffany Y
- Soneye Mayowa
- Sprenger Flávia
- Srinivasan Ashok
- Teixeira Bernardo C A
- Teuwen Jonas
- Thompson John
- Thompson Reid C
- Tiwari Pallavi
- To Minh-Son
- Torche Esteban
- Tran Anh
- Trenkler Johannes
- Trujillo Maria
- Tseng Tzu-Chi
- Tsiganos Panagiotis
- Turk Sevcan
- Vadmal Vachan
- Vallières Martin
- van den Bent Martin J
- van der Voort Sebastian R
- Veettil Deepak Kattil
- Velastin Sergio A
- Venkataraman Archana
- Vera Franco
- Verma Ruchika
- Villanueva-Meyer Javier
- Vincent Arnaud J P E
- Vogelbaum Michael A
- Vollmuth Philipp
- Vybíhal Václav
- Wagner Benjamin C
- Waite Kristin
- Wang Chencai
- Wang Nicholas
- Wang Shih-Han
- Weiss Tobias
- Weller Michael
- Wen Ning
- Wick Wolfgang
- Wiest Roland
- Wiestler Benedikt
- Wijnenga Maarten M J
- Williams Matthew
- Xu Kaiwen
- Yadav Ipsa
- Yogananda Chandan Ganesh Bangalore
- Yoshiaki Ota
- Yuan Yading
- Yun Jihye
- Zacharaki Evangelia I
- Zampakis Peter
- Zenk Maximilian
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 26/01/2023
- Field of study
10.1038/s41467-023-36188-7NATURE COMMUNICATIONS14
Federated Learning Enables Big Data for Rare Cancer Boundary Detection
- Author
- Abayazeed Aly
- Abbassy Ahmed
- Abello Ana
- Adabi Saba
- Agzarian Marc
- Ahn Sung Soo
- Ak Murat
- Alafandi Ahmed
- Alexander Gregory S
- Alexiou Sotiris
- Allen Bryan
- Apgar Charles
- Badve Chaitra
- Baek Stephen
- Baid Ujjwal
- Bakas Spyridon
- Bapuraj J. Rajiv
- Bareja Rohan
- Barnholtz-Sloan Jill S.
- Beets-Tan Regina G. H.
- Belouali Anas
- Bencheqroun Camelia
- Bendszus Martin
- Benson Sean
- Bernal Jose
- Bhardwaj Sargam
- Bhuvaneshwar Krithika
- Bialecki Brian
- Bilello Michel
- Bink Andrea
- Booth Thomas C.
- Boss Michael A.
- Brugnara Gianluca
- Buatti John M.
- Calabrese Evan
- Capellades Jaume
- Cha Soonmee
- Chambless Lola B.
- Chang Jong Hee
- Chang Ken
- Chelliah Alysha
- Chen Cheng
- Chen Jonathan
- Choi Joseph
- Choi Yoon Seong
- Chong Chee
- Chotai Silky
- Cimino Lisa
- Cloughesy Timothy F.
- Colen Rivka R.
- Currie Stuart
- Cutler Danielle
- Dako Farouk
- Davatzikos Christos
- Dicker Adam P.
- Dixon Luke V. M.
- Dorcas Adeleye
- Dostál Marek
- Dou Qi
- Dragos Carmen
- Dubbink Hendrikus J.
- Edwards Brandon
- Ellingson Benjamin M.
- Escobar William
- Ezhov Ivan
- Falcão Alexandre Xavier
- Farinhas Joaquim
- Fatania Kavi
- Flanders Adam E.
- Foley Patrick
- Fortin David
- Franco-Maldonado Heydy
- French Pim J.
- Frood Russell
- Fu Eric
- Gahrmann Renske
- Gamal Shady
- Garrett John
- Ghodasara Satyam
- Gimpel James
- Glocker Ben
- Gruzdev Alexey
- Guevara Pamela
- Gusev Yuriy
- Gómez Jhon
- Haas Rourke
- Hagiwara Akifumi
- Haliassos Ilias
- Hamghalam Mohammad
- Hau Ann-Christin
- Haunschmidt Andreas
- Heng Pheng Ann
- Herrera-Trujillo Alejandro
- Hill Michael
- Holcomb James
- Hu Ricky
- Huang Raymond Y.
- Incekara Fatih
- Ingalhalikar Madhura
- Ismael Heba
- Jadhav Manali
- Jain Rajan
- Jeraj Robert
- Jiang Meirui
- Jones Craig K.
- Kalogeropoulou Christina
- Kamnitsas Konstantinos
- Kapsas Georgios
- Kardamakis Dimitrios M.
- Karkada Deepthi
- Keunen Olivier
- Keřkovský Miloš
- Kim Ho Sung
- Kim Yusung
- Klein Stefan
- Kofler Florian
- Kolodziej Kenneth
- Kopřivová Tereza
- Kotrotsou Aikaterini
- Kozubek Michal
- Kumar Neeraj
- Kurc Tahsin
- LaMontagne Pamela
- Landman Bennett
- Larson Matthew
- Lee Joonsang
- Lee Matthew
- Lee Seung-Koo
- Lepage Martin
- Li Hongwei
- Liem Spencer
- Loayza Francis
- Lombardo Joseph
- Lucio Diego R.
- Lui Yvonne W.
- Luo Bing
- Lux Filip
- López Eduardo
- Madhavan Subha
- Mahajan Abhishek
- Maier-Hein Klaus
- Maldjian Joseph A.
- Mandel Jacob
- Mani Kartik M.
- Marcus Daniel
- Marella Sailaja
- Martin Jason
- Martins Samuel B.
- Matula Petr
- McKinley Richard
- Meckel Stephan
- Meier Raphael
- Mekhaimar Mahmoud
- Mendoza Cristobal
- Menotti David
- Menze Bjoern
- Metz Marie
- Michálek Jan
- Mistry Akshitkumar
- Mitchell J. Ross
- Modat Marc
- Mohan Suyash
- Moraes Fabio Y.
- Moritani Toshio
- Morón Fanny
- Moustakas Konstantinos
- Murcia Derrick
- Muzi Mark
- Necker Georg
- Niclou Simone P.
- Odafe-Oyibotha Olubunmi
- Ogbole Godwin
- Ormond David Ryan
- Osobu Babatunde
- Oughourlian Talia
- Oyekunle Dotun
- Palmer Joshua D.
- Panagiotopoulos Vasileios
- Pandey Umang
- Park Ji Eun
- Pati Sarthak
- Payne David
- Pei Linmin
- Pelaez Enrique
- Peoples Jacob J.
- Pichler Josef
- Pinho Marco C.
- Poisson Laila
- Pouymayou Bertrand
- Prabhudesai Snehal
- Prasanna Prateek
- Preetha Chandrakanth J.
- Price Cynthia
- Puig Josep
- Qayati Mohamed
- Quevedo Sebastian
- Quintero Carmen Balaña
- Radojewski Piotr
- Ramadass Karthik
- Rao Arvind
- Raymond Catalina
- Reddy Divya
- Reina G. Anthony
- Reyes Mauricio
- Rudie Jeffrey
- Ríos Elvis
- Sahm Felix
- Saini Jitender
- Sair Haris I.
- Sako Chiharu
- Saltz Joel
- Sayah Anousheh
- Schmidt Kendall
- Schouten Joost W
- Shah Prashant
- Sharma Sonam
- Shaykh Hassan F.
- Sheller Micah
- Shrestha Sampurna
- Shu\u27aibu Mustapha
- Shuaib Haris
- Shukla Gaurav
- Simpson Amber L.
- Sloan Andrew E.
- Slotboom Johannes
- Smits Marion
- So Tiffany Y.
- Soneye Mayowa
- Sprenger Flávia
- Srinivasan Ashok
- Teixeira Bernardo C. A.
- Teuwen Jonas
- Thompson John
- Thompson Reid C.
- Tiwari Pallavi
- To Minh-Son
- Torche Esteban
- Tran Anh
- Trenkler Johannes
- Trujillo Maria
- Tseng Tzu-Chi
- Tsiganos Panagiotis
- Turk Sevcan
- Vadmal Vachan
- Vallières Martin
- van den Bent Martin J.
- van der Voort Sebastian R.
- Veettil Deepak Kattil
- Velastin Sergio A.
- Venkataraman Archana
- Vera Franco
- Verma Ruchika
- Villanueva-Meyer Javier
- Vincent Arnaud J. P. E.
- Vogelbaum Michael A.
- Vollmuth Philipp
- Vybíhal Václav
- Wagner Benjamin C.
- Waite Kristin
- Wang Chencai
- Wang Nicholas
- Wang Shih-Han
- Weiss Tobias
- Weller Michael
- Wen Ning
- Wick Wolfgang
- Wiest Roland
- Wiestler Benedikt
- Wijnenga Maarten M. J.
- Williams Matthew
- Xu Kaiwen
- Yadav Ipsa
- Yogananda Chandan Ganesh Bangalore
- Yoshiaki Ota
- Yuan Yading
- Yun Jihye
- Zacharaki Evangelia I
- Zampakis Peter
- Zenk Maximilian
- Publication venue
- Jefferson Digital Commons
- Publication date
- 05/12/2022
- Field of study
Although machine learning (ML) has shown promise across disciplines, out-of-sample generalizability is concerning. This is currently addressed by sharing multi-site data, but such centralization is challenging/infeasible to scale due to various limitations. Federated ML (FL) provides an alternative paradigm for accurate and generalizable ML, by only sharing numerical model updates. Here we present the largest FL study to-date, involving data from 71 sites across 6 continents, to generate an automatic tumor boundary detector for the rare disease of glioblastoma, reporting the largest such dataset in the literature (n = 6, 314). We demonstrate a 33% delineation improvement for the surgically targetable tumor, and 23% for the complete tumor extent, over a publicly trained model. We anticipate our study to: 1) enable more healthcare studies informed by large diverse data, ensuring meaningful results for rare diseases and underrepresented populations, 2) facilitate further analyses for glioblastoma by releasing our consensus model, and 3) demonstrate the FL effectiveness at such scale and task-complexity as a paradigm shift for multi-site collaborations, alleviating the need for data-sharing
Effect of angiotensin-converting enzyme inhibitor and angiotensin receptor blocker initiation on organ support-free days in patients hospitalized with COVID-19
- Author
- ?ivko Iris
- Abbass Hakam
- Abdeladim Lilia
- Abdelhady Hesham
- Abdelkharim Hussam
- Abdelrazik Marwa
- Abdi Zakee
- Abdukahil Sheryl Ann
- Abel Lynn
- Abraham Jacinta
- Abrahamson Gail
- Abusamra Yousuf
- Aceto Romina
- Adams Nick
- Adams Peter
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- Williamson James D
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- Wittenberg Wendy
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- Woods Lindsey
- Woodward Robert
- Woolett Melissa
- Worner Ruth
- Wren Jess
- Wren Lynn
- Wrey Brown Caroline
- Wright Chris
- Wright Kim
- Wunderley Renee
- Wyatt Rachel
- Wylie Katharine
- Xavier Kugan
- Yamagishi Yoshiaki
- Yamashita Chizuru
- Yang Yang
- Yarad Elizabeth
- Yates Bryan
- Yates David
- Yealy Donald
- Young Ian
- Young Meredith
- Young Paul
- Youngstein Taryn
- Yu Haili
- Yusuff Hakeem
- Zaharia Mihaela
- Zaidi Abbas
- Zaki Ahmed
- Zaman Mohsin
- Zarychanski Ryan
- Zdanavidiene Ausra
- Zhao Xiao
- Zinzoni Vanessa
- Zitter Letizia
- Zouita Louisa
- Publication venue
- 'American Medical Association (AMA)'
- Publication date
- 11/04/2023
- Field of study
IMPORTANCE Overactivation of the renin-angiotensin system (RAS) may contribute to poor clinical outcomes in patients with COVID-19.
Objective To determine whether angiotensin-converting enzyme (ACE) inhibitor or angiotensin receptor blocker (ARB) initiation improves outcomes in patients hospitalized for COVID-19.
DESIGN, SETTING, AND PARTICIPANTS In an ongoing, adaptive platform randomized clinical trial, 721 critically ill and 58 non–critically ill hospitalized adults were randomized to receive an RAS inhibitor or control between March 16, 2021, and February 25, 2022, at 69 sites in 7 countries (final follow-up on June 1, 2022).
INTERVENTIONS Patients were randomized to receive open-label initiation of an ACE inhibitor (n = 257), ARB (n = 248), ARB in combination with DMX-200 (a chemokine receptor-2 inhibitor; n = 10), or no RAS inhibitor (control; n = 264) for up to 10 days.
MAIN OUTCOMES AND MEASURES The primary outcome was organ support–free days, a composite of hospital survival and days alive without cardiovascular or respiratory organ support through 21 days. The primary analysis was a bayesian cumulative logistic model. Odds ratios (ORs) greater than 1 represent improved outcomes.
RESULTS On February 25, 2022, enrollment was discontinued due to safety concerns. Among 679 critically ill patients with available primary outcome data, the median age was 56 years and 239 participants (35.2%) were women. Median (IQR) organ support–free days among critically ill patients was 10 (–1 to 16) in the ACE inhibitor group (n = 231), 8 (–1 to 17) in the ARB group (n = 217), and 12 (0 to 17) in the control group (n = 231) (median adjusted odds ratios of 0.77 [95% bayesian credible interval, 0.58-1.06] for improvement for ACE inhibitor and 0.76 [95% credible interval, 0.56-1.05] for ARB compared with control). The posterior probabilities that ACE inhibitors and ARBs worsened organ support–free days compared with control were 94.9% and 95.4%, respectively. Hospital survival occurred in 166 of 231 critically ill participants (71.9%) in the ACE inhibitor group, 152 of 217 (70.0%) in the ARB group, and 182 of 231 (78.8%) in the control group (posterior probabilities that ACE inhibitor and ARB worsened hospital survival compared with control were 95.3% and 98.1%, respectively).
CONCLUSIONS AND RELEVANCE In this trial, among critically ill adults with COVID-19, initiation of an ACE inhibitor or ARB did not improve, and likely worsened, clinical outcomes.
TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT0273570
Construction Techniques for Cubical Complexes, Odd Cubical 4-Polytopes, and Prescribed Dual Manifolds
- Author
- Publication venue
- 'Informa UK Limited'
- Publication date
- Field of study
Approaches to case analyses in synchronous and asynchronous environments
- Author
- Booth S.
- Carter K
- Condon S. L.
- Davidson-Shivers G.
- Eggen P.
- Fauske J.
- Floyd D. M.
- Francis G.
- Gideonse H
- Gina Phipps
- Glaser B.
- Herring S. C
- Herring S. C
- Hew K. F.
- Hew K. F.
- Hmelo-Silver C. E
- Hough B.
- Howell-Richardson C.
- Im Y.
- Ingram A. L.
- Kruempel K
- Levin B.
- Levin B.
- Lincoln Y.
- Longacre R. E
- Merriam S. B
- Paulus T
- Pena-Shaef J.
- Pindiprolu S. S.
- Rourke L.
- Rourke L.
- Rourke L.
- Searle J. R
- Shulman L. S
- Slavit D
- Snyder P.
- Stahl G
- Stephens A. C.
- Sudzina M. R
- Sudzina M. R
- Trena M. Paulus
- Wells G.
- Whipp J. L
- Wood S. N.
- Yin R
- Publication venue
- 'Wiley'
- Publication date
- Field of study
An Analysis of Presidential Preferences in the Distribution of Empowerment Zones and Enterprise Communities
- Author
- Adler Jane
- Arrow Kenneth
- Beck Nathaniel
- Bendor Jonathan
- Boyle Robin
- Chappell Henry W.
- Cisneros Henry G.
- Davis Kenneth C.
- Epstein David
- Fox John
- Gittell Marilyn
- Hamman John A.
- Hamman John A.
- Krause George
- Liebschutz Sarah F.
- McCloud John
- McCubbins Mathew
- McCubbins Mathew
- Meier Kenneth J.
- Moe Terry
- Robinson Kent A.
- Ross Stephen A.
- Rourke Francis E.
- Rundquist Barry S.
- Stanfield Rochelle L.
- Thomas June Manning
- Tufte Edward R.
- U.S. Department of Housing and Urban Development and U.S. Department of Agriculture
- Waterman Richard
- West William F.
- Willoughby William F.
- Wilson James Q.
- Wood B. Dan
- Wood B. Dan
- Publication venue
- 'Wiley'
- Publication date
- Field of study
Regulatory and Administrative Agency Behavior: Accommodation, Amplification, and Assimilation
- Author
- BACHRACH PETER
- BECKER HOWARD S.
- BLUMER HERBERT
- CAGE JOHN
- CALAVITA KITTY
- CLAPP Charles L.
- EMERSON ROBERT M.
- FENNO RICHARD F.
- FIORINA MORRIS P.
- GELLHORN WALTER
- GORMLEY WILLIAM T.
- GRAY KENNETH E.
- HAWKINS KEITH
- HAWKINS KEITH
- HAWKINS KEITH
- HAWKINS KEITH
- HAWKINS KEITH
- HUTTER Bridget M.
- KAGAN ROBERT A.
- KAGAN ROBERT A.
- LUKES STEVEN
- LUNDMAN RICHARD J.
- MANN DEAN
- NEW REPUBLIC
- NIEMEIJER BERT
- PFOHL STEPHEN J.
- ROURKE FRANCIS E.
- RUBINSTEIN JONATHAN
- SALOMA JOHN S.
- SCHEFF THOMAS J.
- SCHUCK Peter H.
- SUFFET Frederic
- WAEGEL WILLIAM B.
- WILDAVSKY AARON B.
- WILSON JAMES Q.
- Publication venue
- 'Wiley'
- Publication date
- Field of study
Fiscal Federalism and Tax Reform in Brazil
- Author
- -
- - Melo
- .
- Alfred Stepan
- Ant�nio Cerqueira
- Ant�nio Cintra
- B Peters
- Banco
- Celina Souza
- Celso Bastos
- C�mara
- C�mara
- Daniel Elazar
- David R
- David Samuels
- Eduardo Kugelmas
- Eduardo Meira Zauli
- Fabricio Tomio
- Fernando Abrucio
- Fernando Rezende
- Francis Rourke
- Francisco Silva
- Fran�ois E J Bremaeker
- F�bio Reis
- George Tsebelis
- Gustavo Maia Gomes
- Ibam
- Joseph L Love
- Jos� Afonso
- Jos� Carvalho
- Jos� Cheibub
- Jos� Merquior
- Jos� Serra
- Jo�o T�rres
- Juliana Valladares
- Leandro Carneiro
- Lourdes Sola
- Manuel Palacios Melo
- Marcus Melo
- Maria Herm�nia Tavares Almeida
- Marta T S Arretche
- Orlando Carvalho
- Raul Horta
- Ricardo Varsano
- Roberto Ferreira
- Rog�rio Arantes
- Santos
- Secretaria Da
- Soromenho-Marques
- S�rgio Azevedo
- V Dados
- Victor Leal
- Walder G�es
- William H Riker
- Yves Martins
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2004
- Field of study