9 research outputs found
INTERDISCIPLINARIDADE DO ESPANHOL COM A DISCIPLINA ASSOCIATIVISMO E COOPERATIVISMO NO CURSO TÉCNICO EM AGROPECUÁRIA INTEGRADO AO ENSINO MÉDIO DO CAMPUS MARABÁ RURAL – IFPA
- Publication venue
- Seminário de Projetos de Ensino (ISSN: 2674-8134)
- Publication date
- 01/07/2019
- Field of study
Este trabalho apresenta informações de uma pesquisa feita durante as aulas de Espanhol para estudantes do Curso Técnico em Agropecuária Integrado ao Médio do Campus Rural de Marabá, semestre 2017-1. A mesma se deu na integração da disciplina da base comum Espanhol com a disciplina da base técnica Associativismo e Cooperativismo, após os professores apresentarem suas propostas de trabalho baseadas nas ementas das disciplinas, visando reforçar o a proposta da Educação do Campo, que prioriza o trabalho com a socialização dos conteúdos e integração de temas do Curso. A metodologia apresenta situações nas quais estudantes desenvolveram atividades diversificadas nas aulas de Espanhol usando apostilas escritas em Espanhol, que também foram trabalhadas na disciplina Associativismo e Cooperativismo. O objetivo deste trabalho foi integrar a disciplina da base comum com a disciplina da base técnica através da compreensão leitora, descrições dos elementos principais presentes nos textos, traduções, deduções e, principalmente o entendimento do tema apresentado, além da exploração dos elementos gramaticais e linguísticos. Essa proposta foi baseada na problemática: como o professor do CRMB pode adequar as ementas do PPC do CTA para trabalhar conforme as falas dos estudantes e integrá-los aos Temas Geradores? A pesquisa se apoia em teóricos como FAZENDA (1999; 2003; 2013), SCALABRIN (2011); MARINHO (2007); BARROS (2013); entre outros colaboradores no processo de ensino-aprendizagem
RECOVERY OF AN OXISOL DEGRADED BY THE CONSTRUCTION OF A HYDROELECTRIC POWER PLANT
- Author
- Anders MM
- Blake GR
- Boni NR
- Bonini CSB
- Brady NC
- Bvan Raij
- Camargo OA
- Carlos Roberto Espindola
- Caron J
- Carter MR
- Colodro G
- Colodro G
- Costa Júnior C
- De Gryze S
- Demarchi JC
- Demattê JLI
- Doran JW
- Duda GP
- Espindola CR
- Getulio Coutinho Figueiredo
- Grable AR
- Haynes RJ
- Horn R
- Joseane Carina Borges de Carvalho
- Kemper WD
- Kiehl EJ
- Kitamura AE
- Letey J
- Longo RM
- Lopes AS
- Marlene Cristina Alves
- Modesto PT
- Mueller L
- Nascimento CWA
- Oliveira GC
- Payton ME
- Reichert JM
- Reynolds WD
- Roth CH
- Setzer J
- Soane BD
- Soane BD
- Sonia Carmela Falci Dechen
- Streck CA
- Sá JCM
- Tavares Filho J
- Tormena CA
- Utomo WH
- Vezzani FM
- Watts C
- Publication venue
- 'FapUNIFESP (SciELO)'
- Publication date
- Field of study
RECOVERY OF AN OXISOL DEGRADED BY THE CONSTRUCTION OF A HYDROELECTRIC POWER PLANT
- Author
- Publication venue
- 'FapUNIFESP (SciELO)'
- Publication date
- 01/12/2015
- Field of study
ABSTRACT The removal of thick layers of soil under native scrubland (Cerrado) on the right bank of the Paraná River in Selvíria (State of Mato Grosso do Sul, Brazil) for construction of the Ilha Solteira Hydroelectric Power Plant caused environmental damage, affecting the revegetation process of the stripped soil. Over the years, various kinds of land use and management systems have been tried, and the aim of this study was to assess the effects of these attempts to restore the structural quality of the soil. The experiment was conducted considering five treatments and thirty replications. The following treatments were applied: stripped soil without anthropic intervention and total absence of plant cover; stripped soil treated with sewage sludge and planted to eucalyptus and grass a year ago; stripped soil developing natural secondary vegetation (capoeira) since 1969; pastureland since 1978, replacing the native vegetation; and soil under native vegetation (Cerrado). In the 0.00-0.20 m layer, the soil was chemically characterized for each experimental treatment. A 30-point sampling grid was used to assess soil porosity and bulk density, and to assess aggregate stability in terms of mean weight diameter (MWD) and geometric mean diameter (GMD). Aggregate stability was also determined using simulated rainfall. The results show that using sewage sludge incorporated with a rotary hoe improved the chemical fertility of the soil and produced more uniform soil pore size distribution. Leaving the land to develop secondary vegetation or turning it over to pastureland produced an intermediate level of structural soil quality, and these two treatments produced similar results. Stripped soil without anthropic intervention was of the lowest quality, with the lowest values for cation exchange capacity (CEC) and macroporosity, as well as the highest values of soil bulk density and percentage of aggregates with diameter size <0.50 mm, corroborated by its lower organic matter content. However, the percentage of larger aggregates was higher in the native vegetation treatment, which boosted MWD and GMD values. Therefore, assessment of some land use and management systems show that even decades after their implementation to mitigate the degenerative effects resulting from the installation of the Hydroelectric Plant, more efficient approaches are still required to recover the structural quality of the soil
Composição centesimal do fruto, extrato concentrado e da farinha da uva-do-japão Chemical composition of fruit, concentrated extract and flour from "Japanese grape"
- Author
- ALMEIDA J.R. de
- ANDERSON L.A.
- BALBACH A.
- BELTRÃO FILHO E.M.
- BOBBIO P.A.
- BORGES A.M.
- BUONO R.A.
- BURKET C.A.V.
- CARVALHO P.E.R.
- CECCHI H.M.
- CHEN J.C.P.
- DUTCOSKI S.D.
- INOUE O.
- LAGO E.S.
- LEE H.Y.
- Marlene Bampi
- Milene Oliveira Pereira Bicudo
- MIRANDA L.M.O.
- MOECKE E.H.S.
- NACHTIGALL A.M.
- OLIVEIRA L.T.
- Paulo Sérgio Growoski Fontoura
- ROCHA F.G.
- ROCHA S.A.
- Rosemary Hoffman Ribani
- SILVA M.B. de L. da
- Publication venue
- Universidade Federal de Santa Maria
- Publication date
- 01/11/2010
- Field of study
A Hovenia dulcis, mais conhecida como uva-do-japão, pertence à família Rhamnaceae, é natural da China, Japão e Coréia, sendo largamente difundida no sul do Brasil. Rica em açúcares e bem aceita para consumo humano, pode ser consumida in natura ou processada. Não há na literatura relatos de seu aproveitamento em produtos alimentícios. O presente trabalho teve por objetivo determinar a composição centesimal do fruto, do extrato concentrado e da farinha. Foram obtidos teores em torno de 54,08, 52,44 e 19,08g 100g-1 para umidade; 2,16, 4,09 e 4,48g 100g-1 para cinzas; 3,74, 2,77 e 5,73g 100g-1 para proteína bruta; 1,42, 0,37 e 1,82g 100g-1 para extrato etéreo; 12,56, 3,33 e 25,62g 100g-1 para fibra alimentar; 19,46, 37,34 e 42,53g 100g-1 para açúcares totais, além do valor calórico de 105,56, 165,14 e 216,09kcal 100g-1, respectivamente, em fruto, extrato concentrado e farinha. A quantificação por cromatografia líquida confirmou o conteúdo dos açúcares redutores (frutose, 6,15g 100g-1 e glicose, 6,57g 100g-1) superior ao teor de açúcares não redutores no fruto (sacarose, 3,56g 100g-1). A farinha é rica em açúcares e possui elevado teor de fibra alimentar, podendo ser utilizada como um ingrediente alternativo em produtos de panificação. Em termos sensoriais, o extrato concentrado obteve um índice de aceitabilidade de 82% entre os julgadores, apresentando bom potencial para elaboração de geleias.<br>Hovenia dulcis, whose popular name is Japanese grape, belongs to the family Rhamnaceae, native of China, Japan and Korea, is widely distributed in southern Brazil. Rich in sugar and with good acceptance for human consumption it can be consumed fresh or processed. There are no literature reports of its use in food products. The aim of this study was to determine the chemical composition of the Japanese grape fruit, concentrated extract and flour. The contents for moisture (54.08, 52.44 e 19.08g 100g-1), ash (2.16, 4.09 e 4.48g 100g-1), protein (3.74, 2.77 e 5.73g 100g-1), ethereal extract (1.42, 0.37 e 1.82g 100g-1), dietary fiber (12.56, 3.33 and 25.62g 100g-1) and total sugars (19.46, 37.34 and 42.53g 100g-1) were obtained for the fruit, concentrated extract and flour, respectively. Quantification by liquid chromatography confirmed that the content of reducing sugars (fructose, 6.15g 100g-1 and glucose, 6.57g 100g-1) is higher than the non-reducing sugars content in fruit (sucrose, 3.56g 100g-1). Calories resulted in values of 105.56, 165.14 and 216.09kcal 100g-1 for fruit, concentrated extract and flour, respectively. The flour is rich in sugars and has a high content of dietary fiber being able to be used as an alternative ingredient in bakery products. Sensory analysis of the concentrated extract revealed an acceptability rate of 82% among the judges, showing good potential for jams' production
ESTUDO EXPLORATÓRIO SOBRE A CONSULTA DE ENFERMAGEM
- Author
- ALCÂNTARA Glete de
- ALVIM Ermengarda de Faria
- ALVIM Ermengarda de Faria
- BARBOSA Laís Maria Horta
- BASTOS M.C. de Brito
- BECKER Raimunda
- BORGES Maria Valderez
- CARVALHO Judith Feitosa
- CASTRO Ieda Barreira
- CASTRO Ieda Barreira e
- CLARK E. G.
- COELHO Célia GaIvão Dias
- DOURADO Haydée Guarnais
- FRAGA Clementino
- Ieda Barreira e Castro
- JORGE Mirabel S. Ferreira
- LENINGTOM Beatrice
- LIMA Izaura Barbosa
- LIMA Izaura Barbosa
- LIMA Izaura Barbosa
- LOPEZ Juana L. de la Peña
- MATOS Adalgisa Vieira
- MEDEIROS Maria Marlene B.
- MUXFELD Lea
- PINHEIRO Maria Rosa de Souza
- ROGERS M
- SANTOS Isabel
- SAYEG Mario
- Publication venue
- 'FapUNIFESP (SciELO)'
- Publication date
- Field of study
Em busca de um horizonte : narrativas sobre educação, artes e resistência
- Author
- Albuquerque Mariana Carvalho de
- Almeida Ana Cristina Vieira e Silva de
- Almeida Bárbara Ribeiro Dourado Pias de
- Amaral Marcel Jardim
- Araújo Fabiana Rodrigues de
- Araújo Leyvijane Albuquerque de
- Barros Mariana Sardinha
- Benn Júlia Faraj
- Borba Nathália Ferreira
- Borges Fabrícia Teixeira
- Burginski Vanda Micheli
- Caetano Carmem J. M.
- Cuesta Jorge David Moreno
- Garcia Midian Angélica Monteiro
- García Nelson Fernando Quintero
- González Miguel Alberto González
- Gonçalves Marlene
- Krüger-Fernandes Larissa
- Lima Fabio Oscar
- Medrado Ana Carolina Cerqueira
- Medrado Ana Carolina Cerqueira (org.)
- Melo Paula Balduino de
- Miranda Bruna Wend Ferreira
- Mota Mariana Silva
- Moura Ellen Michelle Barbosa de
- Muchagata Lígia Gonçalves
- Nogueira Guilherme Dantas
- Ocampo Cristian Dario Alzate
- Palau Cecília Aguiar Silva
- Palmeira Andressa Vieira
- Pato Claudia
- Pereira Vilmar Alves
- Pinzón Nancy Eliana Corredor
- Quintero Rodrigo Giraldo
- Rezende Júnior Luiz Nolasco de
- Ribeiro Ormezinda Maria
- Rodrigues Fátima Lucília Vidal
- Rodrigues Maria dos Remédios
- Rosas Raigil Correia
- Safatle Yazmin Bheringcer dos Reis e
- Salles-Lima Adalberto de
- Salles-Lima Adalberto de (org.)
- Santos Maria Gonçalves Conceição
- Santos Rita Silvana Santana dos
- Santos Rita Silvana Santana dos (org.)
- Semillero Alessandro Correa
- Silva Daniela de Souza
- Silva Luis Gustavo Teixeira da
- Soares Lívia Martins Guimarães
- Soares Paulo Sérgio Gomes
- Souza Elizeu Clementino de
- Souza Fernanda Chaves de
- Souza Rodrigo Matos de
- Souza Rodrigo Matos de (org.)
- Sá João Vítor Barreto Gomes de
- Tavares Patricia Dias
- Torres Yiminson Riascos
- Zapata Jhon Wilmar Toro
- Publication venue
- Edições Redexp; Editoral Universidade de Manizales
- Publication date
- 01/01/2019
- Field of study
"APRESENTAÇÃO -
Os textos reunidos no livro Em busca de um Horizonte: narrativas sobre educação, arte
e resistência foram inspirados nos debates realizados durante o evento VI Simpósio Internacional
Horizontes Humanos, que aconteceu na Faculdade de Educação da Universidade
de Brasília, em 2018. O livro está dividido em quatro partes: Resistências cotidianas
para além da utopia, Demasiado humano: as diferentes linguagens artísticas e culturais,
A educação como um horizonte, Educação ambiental e ancestralidade: para continuar
caminhando. Apesar da divisão em seções (sempre arbitrária), as produções - bastante
diversas nas temáticas, metodologias e referenciais teóricos adotados – compartilham
um alinhamento ao adotar um posicionamento político em defesa da diversidade, dos
direitos humanos, da ancestralidade, do meio ambiente, da educação com valores democráticos,
dos saberes populares e das diferentes linguagens artísticas. Assim, o livro
se apresenta como um convite à resistência em tempos atrozes.
Os organizadores
Characterisation of microbial attack on archaeological bone
- Author
- Abrantes Ana M
- Abreu Ana C
- Abreu Renato
- Abreu Renato
- Abreu Wilson
- Acedo Guadalupe
- Afonso Carlos
- Afreixo Vera
- Agudelo Mª E
- Alarcão Violeta
- Albuquerque Carlos
- Albuquerque Carlos
- Albuquerque Carlos
- Alencar Liana
- Alferes Valentim R
- Aliseda Isabel R
- Almada Lívia F
- Almeia António
- Almeida Ana
- Almeida Ana
- Almeida António
- Almeida António
- Almeida Armando
- Almeida Armando
- Almeida Fabrícia M
- Almeida Henrique
- Almeida Henrique A
- Almeida Henrique A
- Almeida Inês
- Almeida Jorge
- Almeida José P
- Almeida Maria
- Almeida Pedro
- Almeida Sidalina
- Alvarenga-Martins Nathália
- Alves B.
- Alves B.
- Alves Celeste
- Alves Dina
- Alves Gilberto
- Alves Helder
- Alves Josiane
- Alves José M
- Alves Juliana
- Alves Júlia M
- Alves Nuno
- Alves Nuno
- Alves Samuel
- Amado Diogo
- Amado João
- Amado Sandra
- Amaral Ana P
- Amaral Ana P
- Amaral Odete
- Amaral Odete
- Amaral Odete
- Amaral Odete
- Amaral Odete
- Ambrósio Sara
- Amendoeira José
- Amorim Ana
- Amorim Ana P
- Amorim Helena
- Andrade Diogo
- Andrade Isabel
- Andrade Isabel
- Andrade Isabel
- Andrade Isabel
- Andrade Isabel
- Andrade Isabel
- Andrade J. A
- Andrade Karizia V
- Andrade Renato
- Andrade Renato
- Andrade Susana
- Antunes Ana
- Antunes Ana
- Antunes Cristina
- Antunes Lígia
- Antunes Sandra
- Antunes Sandra
- Aparício Graça
- Aparício Graça
- Aparício José
- Apolinário-Hagen Jennifer
- Apolinário-Hagen Jennifer
- Aquino Caroline Q
- Aquino Caroline Q
- Aquino Priscila S
- Aquino Priscila S
- Araujo André R
- Araújo Beatriz
- Araújo Elsa
- Araújo Lia
- Araújo Odete
- Araújo Odete
- Araújo Patrícia
- Araújo Patrícia
- Araújo Patrícia
- Armas-Gonzalez Yadira
- Arreguy-Sena Cristina
- Arreguy-Sena Cristina
- Ascenso Rita T
- Ascenso Rita T
- Assunção Victor
- Augusto Cláudia
- Avelelas Francisco
- Ayoub Rodrigo
- Azeredo Zaida
- Azeredo Zaida
- Azeredo Zaida
- Azeredo Zaida
- Azevedo Julieta
- Azevedo Julieta
- Azevedo Marcelo
- Azevedo Maria H
- Azevedo Mª H
- Azevedo Tatiana
- Azzalis L.
- Baffour Gabriel
- Baffour Gabriel
- Bairros Keila
- Baixinho Cristina L
- Bajo Roberto
- Baltazar Ana L
- Barbeiro Ana P
- Barbosa Flávio
- Barbosa Tiago
- Barreira Eduarda
- Barreiros Luísa
- Barros Luísa
- Barros Luísa
- Barros Teresa
- Barroso Isabel
- Barroso Isabel
- Barroso Isabel
- Barroso João
- Basto Marta L
- Basto Marta L
- Basto Marta L
- Bastos Fernanda
- Bastos Fernanda
- Batalha Joana
- Batista Marco
- Batista Marco
- Batista Marco
- Batista Rita
- Baylina Pilar
- Becerra Isabel A
- Bellém Fernando
- Bellém Fernando
- Belo Pedro
- Benevides Joana
- Benevides Joana
- Bento Elisabete
- Bento Elisabete
- Bento Sandrina
- Bento Teresa
- Bergland Astrid
- Bernardes Lúcia G
- Bernardes Tiago
- Bernardo Helena
- Bexiga Filipa
- Bianchini Bruna
- Bizarro Carla
- Björklund Anita
- Blanco Valeriana G
- Boavida José
- Bonfim Luís
- Bordin Ronaldo
- Bordin Ronaldo
- Bordini Magali
- Borges Raphaelle
- Botelho Mª F
- Braga Fátima
- Braga Luciene
- Braga Luciene M
- Braga Luciene M
- Braga Margarida
- Branco Marco
- Brandão Daniela
- Brandão Daniela
- Brandão Frederico
- Brandão Piedade
- Brandão Teresa
- Bravo Rafael
- Bravo Rafael
- Breda São J
- Brito Alice
- Brito António
- Brito Irma
- Brito Luísa S
- Brito Nuno
- Brooks Dina
- Brunhoso Germana
- Brás Carina
- Brás Manuel
- Brêda Mª S J
- Bye Asta
- Caballero Francisco P
- Caballero Francisco P
- Caballero Francisco P
- Cabral Cremilde
- Cabral Gil
- Cabral Isabel
- Cabral Joana
- Cabral Lídia
- Cabral Priscila P
- Cabrita José
- Caceiro Elisa F
- Cadorio Inês
- Caeiro Patrícia
- Caldeira Suzana N
- Calha António
- Calha António
- Calvo Cristina
- Calvo Mª C
- Camarinha Luís
- Camarinha Luís
- Camarneiro Ana
- Camarneiro Ana
- Caminha Madson
- Campi Liliana
- Campofiorito C.
- Campos Maria
- Campos Maria
- Campos Mariana
- Campos Mª J
- Capelas Sylvie
- Cardoso Américo
- Cardoso Andreia
- Cardoso Ilda
- Cardoso Margarida
- Cardoso Mário E
- Cardoso Sara
- Cardoso Susana
- Carecho Nélio
- Carmen Barriga
- Carmo A.
- Carmo Bruno M
- Carneiro Juliana
- Carneiro Lara
- Carneiro Lara
- Carneiro M. A
- CaroMinghelli Eulália
- Carreira Diana
- Carreiras Diogo
- Carrão Luís
- Carvalhais Maribel
- Carvalhais Maribel
- Carvalho Amâncio
- Carvalho António
- Carvalho Carla
- Carvalho Carla
- Carvalho Carla
- Carvalho Carla
- Carvalho Carla
- Carvalho Carla
- Carvalho Célia B
- Carvalho Célia B
- Carvalho Célia B
- Carvalho Daniel
- Carvalho Daniel
- Carvalho Daniel
- Carvalho Daniel
- Carvalho Daniel
- Carvalho Francisco L
- Carvalho Inês
- Carvalho Joana
- Carvalho Lisiane L
- Carvalho Lisiane L
- Carvalho Lucinda
- Carvalho Nelma
- Carvalho Rosa
- Carvalho Rui
- Carvalho Sara
- Carvalho Sérgio
- Carvalho Teresa
- Carvalho Teresa
- Carvalho Tiago
- Carvalho Yara M
- Casalta-Lopes João
- Casas-Novas Mónica
- Caseiro Armando
- Caseiro Armando
- Caseiro Armando
- Caseiro Armando
- Caseiro Armando
- Casimiro Ana P
- Castilho Amélia
- Castilho Amélia
- Castilho Amélia
- Castilho Amélia
- Castilho Paula
- Castro Conceição
- Castro Régia B
- Castuera Ruth J
- Catarino Elisabete
- Catarino Helena
- Catarino Helena
- Catarino Helena
- Catarino Helena
- Catela David
- Cavalheiro Luís
- Cavalheiro Luís
- Certo Ana
- Cervato-Mancuso Ana M
- Cezanne Catarina
- Charepe Zaida
- Charepe Zaida
- Cheio Mónica
- Chen Gang
- Chung Wu F
- Clara João G
- Coelho Alexandre
- Coelho André
- Coelho Carina
- Coelho Elza S
- Coelho Inês
- Coelho Inês
- Coelho Luís
- Coelho Luís
- Coelho P.
- Coelho Patrícia
- Coelho Patrícia
- Colaço Armanda
- Colaço Armanda
- Colaço Diogo
- Collado-Mateo Daniel
- Collado-Mateo Daniel
- Combadão Jaime
- Conceição Milena A
- Conde Jorge
- Cordeiro Eugénio
- Cordeiro Marina
- Cordeiro Marina
- Cordeiro Marina
- Cordeiro Marina
- Cordeiro Marina
- Cordeiro Marina
- Cordeiro Raul
- Correia André
- Correia Jony
- Correia Telma
- Costa Ana R
- Costa André
- Costa Cláudia
- Costa Diana
- Costa Diana
- Costa Emília
- Costa Joyce O
- Costa Joyce O
- Costa Pablo O
- Costa Ricardo
- Costa Rui
- Costa Tânia
- Costa Tânia
- Costa Vanessa
- Coucelo Tiago
- Coutinho André P
- Coutinho Paula
- Couto Cristina
- Couto Diana
- Couto Margarida
- Couto Margarida
- Cova Marco P
- Cruz Agostinho
- Cruz Agostinho
- Cruz Agostinho
- Cruz Agostinho
- Cruz Agostinho
- Cruz Agostinho
- Cruz Bárbara
- Cruz Graça
- Cruz Inês
- Cruz Inês
- Cruz Joana
- Cruz Joana
- Cruz João
- Cruz Pedro
- Cruz Rui
- Cruz Rui
- Cruz Rui
- Cruz Susana
- Cruz x
- Cunha Fátima
- Cunha Madalena
- Cunha Madalena
- Cunha Madalena
- Cunha Madalena
- Cunha Madalena
- Cunha Marina
- Cunha Marina
- Cunha Marina
- Cunha Marina
- Cunha Marina
- Cunha Marina
- Cunha Marina
- Cunha Marina
- Cunha Marina
- Cândido Anabela
- César Ana F
- Da Motta Carolina
- Da Motta Carolina
- Da Motta Carolina
- Daniel Fernanda
- Dantas Estélio
- Deodato Sérgio
- Desouzart Gustavo
- Dias Alberto P
- Dias António
- Dias Hélia
- Dias Sara S
- Dias Sara S
- Dias Sara S
- Dias Tiago
- Dinis Alexandra
- Dinis Alexandra
- Dixe Anjos
- Dixe Anjos
- Dixe Anjos
- Dixe Maria
- Dixe Maria D A
- Dixe Maria D A
- Dixe Mª A
- Dixe Mª A
- Dixe Mª A
- Dixe Mª A
- Dixe Mª A
- Dixe Mª A
- Domingos Joana
- Domingos Samuel
- Domingues Cátia
- Domingues Gabriela
- Domingues J. N
- Dreyer Laysa C
- Duarte Catarina
- Duarte Diana
- Duarte Diana
- Duarte Hugo
- Duarte Hugo
- Duarte João
- Duarte João
- Duarte João
- Duarte Mafalda
- Duarte Nuno
- Duarte Soraia
- Duarte Soraia
- Escanciano Susana R
- Escoval Ana
- Espada Mário
- Esteves Mª R
- Estevez Gustavo L
- Estrela Jéssica
- Evangelista Diana
- Faria Luís
- Faria Luís
- Faria Melissa
- Faria Paula
- Faria Paula
- Faustino António
- Faustino António
- Faustino António
- Fernandes Adília
- Fernandes Ana R
- Fernandes Andreia
- Fernandes Beatriz
- Fernandes Helder M
- Fernandes Jorge C
- Fernandes Morgana C
- Fernandes Patrícia
- Fernandes Patrícia
- Fernandes Paula
- Fernandes Paula O
- Fernandes Paula O
- Fernandes Renato
- Fernandes Rosina
- Fernandes Rosina
- Fernandes Rosina
- Fernandes Telma
- Fernandez Mª J L
- Ferraz Maira
- Ferraz Vera
- Ferreira Ana
- Ferreira Ana
- Ferreira Ana
- Ferreira Ana
- Ferreira António
- Ferreira António
- Ferreira Carlos
- Ferreira Cláudia
- Ferreira Cláudia
- Ferreira Cláudia
- Ferreira Cláudia
- Ferreira Dora
- Ferreira Eduardo
- Ferreira Eduardo
- Ferreira Irina
- Ferreira José
- Ferreira José
- Ferreira José P
- Ferreira Lino
- Ferreira Manuela
- Ferreira Manuela
- Ferreira Manuela
- Ferreira Manuela
- Ferreira Margarida
- Ferreira Margarida
- Ferreira Margarida
- Ferreira Margarida
- Ferreira Nelson
- Ferreira P.
- Ferreira Paulo P
- Ferreira Paulo P
- Ferreira Paulo P
- Ferreira Paulo P
- Ferreira Pedro
- Ferreira Pedro
- Ferreira Pedro
- Ferreira Pedro
- Ferreira Pedro
- Ferreira Pedro
- Ferreira Pedro L
- Ferreira Regina
- Ferrito Cândida
- Ferro-Lebres Vera
- Festas Clarinda
- Figueiredo Amélia
- Figueiredo Ana G
- Figueiredo Daniela
- Figueiredo J.
- Figueiredo João
- Figueiredo João P
- Figueiredo João P
- Figueiredo João P
- Figueiredo Mª C
- Figueiredo Mª H
- Figueiredo Mª H
- Figueiredo Paulo
- Filho Braulio L
- Filho João G
- Filho João G
- Filho João G
- Filipe Vítor
- Fiorin Bruno H
- Fleig Tânia C
- Fleig Tânia C
- Fonseca Ana R
- Fonseca F.
- Fonseca F.
- Fonseca Virgínia
- Fonseca Virgínia
- Fonseca-Pinto Rui
- Fonseca-Pinto Rui
- Fonseca-Pinto Rui
- Fonseca-Pinto Rui
- Fontana Karine C
- Fontes-Ribeiro Carlos
- Forte Henriqueta D
- Fotschl Ulrike
- Frade João G
- Frade João G
- Frade João G
- Francisco Irene
- Franco Débora
- Franco-Borges Graciete
- Freire Ana
- Freitas Alberto
- Freitas Gregório
- Freitas Gregório
- Freitas João
- Freitas Kátia
- Freitas Maria
- Freitas Otília
- Freitas Otília
- Freitas Vívien A
- Frigo Leticia
- Froemming Miriam B
- Fuentes-Broto Lorena
- Furtado Alessandra S
- Furtado G.
- Furtado Guilherme
- Furtado Guilherme
- Furtado Guilherme E
- G.Silva Anne
- Gabriel António
- Gabriel António
- Gabriel António
- Gabriel António
- Gabriel António
- Gabriel Joaquim
- Gabriel Joaquim
- Galhardo Ana
- Galhardo Ana
- Galhardo Ana
- Galhardo Ana
- Galvão Ana
- Galvão Ana
- Galvão Ana
- Galvão Sofia
- Gama Ester
- Gama João
- Ganho-Ávila Ana
- Garcia Ana P
- Garcia Inês
- Garcia Teresa
- Garcia-Gordillo Miguel A
- Garcia-Gordillo Miguel A
- Garrido António
- Gaspar Filomena
- Gaspar Filomena
- Gaudêncio Iris
- Gehrke F.
- Gehrke F.
- Gisin Stefan
- Glória Margarida
- Gomes Ana A
- Gomes Ana A
- Gomes Antônio T
- Gomes Catarina
- Gomes Fernando
- Gomes José
- Gomes José C
- Gomes José H
- Gomes José H
- Gomes José H
- Gomes João
- Gomes João
- Gomes João
- Gomes João
- Gomes João
- Gomes Lisa
- Gomes Maria
- Gomes Mª J
- Gomes Pedro
- Gomes Sofia
- Gomez Inmaculada R
- Gonzalez Estefania P
- González Jesús A
- Gonçalves Amadeu
- Gonçalves Ana
- Gonçalves Ana
- Gonçalves Ana C
- Gonçalves Guilherme
- Gonçalves Liliana
- Gonçalves Narcisa
- Gonçalves Rita
- Gonçalves Rodrigo
- Gonçalves Rui
- Gonçalves Rui
- Gonçalves Óscar
- Gordo Clementina
- Gordo Sara
- Goulart Cássia L
- Goulão Beatriz
- Grande Carla
- Granjo Paulo
- Graveto João
- Graveto João
- Graveto João
- Graveto João
- Graça Anabela
- Graça Pedro
- Guedelha Daniel
- Guedes Jenifer
- Guedes Jenifer
- Guedes Joana
- Guerra Magda
- Guerreiro Sabrina L
- Guerrero Jose T
- Guerrero Jose T
- Guerrero José T
- Guerrero José T
- Guimarães Pedro
- Guimarães Teresa
- Guimarães Teresa
- Gusi Narcis
- Gutierrez Milagros L
- Hall Andreia
- Heitor Mª J
- Henriques Carolina
- Henriques Carolina G
- Henriques Mª A
- Hernandez-Martinez Francisco J
- Hernandez-Martinez Francisco J
- Hernández-Martínez Francisco-José
- Hesse Camilla
- Honório Samuel
- Honório Samuel
- Honório Samuel
- Honório Samuel
- Honório Samuel
- Horta Lina G
- Huertas Mª J T
- Iezzi Angelo
- Jardim Ana
- Jardim Helena G
- Jardim Jacinto
- Jesus C.
- Jesus C.
- Jesus Carlos
- Jesus Luís
- Jesus Rita
- Jesus Ângelo
- Jesus Ângelo
- Jesus Ângelo
- Jesus Ângelo
- Jimenez Nuria R
- Jimenez-Castuera Ruth
- Jimenez-Diaz Juan F
- Jimenez-Diaz Juan F
- Jimenez-Rodriguez Carla
- Jiménez-Díaz Juan-Fernando
- Jiménez-Díaz Juan-Fernando
- Jiménez-Rodríguez Carla
- Jordão Célia
- Jorge Arminda
- José Helena
- João Paulo V
- João Paulo V
- Jácome Cristina
- Jácome Cristina
- Kaliniczenco A.
- Kniess Rosiane
- Kranz Luís F
- Kranz Luís F
- Kraus Teresa
- Kraus Teresa
- Kretzer Marcia
- Kretzer Marcia
- Kretzer Marcia
- Kretzer Marcia
- Kretzer Marcia
- Kretzer Marcia
- Kretzer Marcia R
- Kretzer Márcia R
- Kurcgant Paulina
- Lacerda Josimari T
- Lacerda Josimari T
- Lacerda Josimari T
- Lage Isabel
- Lagoa Matilde
- Lains Jorge
- Lapa Leila
- Laranjeira Carlos
- Laranjo Mafalda
- Leal Jéssica
- Lebre Paula
- Lebre Sara
- Lee Huei D
- Leitão Catarina
- Leitão Céu
- Leitão Céu
- Leitão José A
- Lessa Paula A
- Leça Andrea
- Lima Adman S
- Lima Cristóvão F
- Lima Teresa M
- Lima Vera
- Lima-Basto Marta
- Lindo João
- Lindo João
- Lirk Gerald
- Lobato João
- Lobão Catarina
- Lopes Albino
- Lopes Carla
- Lopes Carla
- Lopes Elisa
- Lopes José C
- Lopes João
- Lopes Luci S
- Lopes Nuno
- Lopes Nuno V
- Lopes Nuno V
- Lopes Rui S
- Lopes Sara
- Lopes Saudade
- Loura Raquel
- Loureiro Isabel
- Loureiro Mª H
- Loureiro Mª H
- Loureiro Mª H
- Lourenço Georgina
- Lourenço Marina
- Louro Clarisse
- Louro Clarisse
- Louro Mª C
- Lousada Marisa
- Lousada Marisa
- Lousada Marisa
- Lumini José
- Luz Leonardo
- Luz Leonardo
- Luz Tatiana
- Luz Tatiana D
- Luís Henrique
- Luís Luís
- Luís Mª J
- Luís Sara
- Macedo Ana P
- Macedo António
- Macedo António
- Machado Idalina
- Machado Mª M
- Machado Patrícia O
- Machado Paulo
- Machado Paulo
- Machado Sara
- Madeira Teresa
- Madureira António
- Madureira António
- Magajewski Flávio
- Magalhães Carlos
- Magalhães Celina
- Magalhães Cátia
- Magalhães Cátia
- Magalhães Cátia
- Maia Ana S
- Maia Ana S
- Maia Ana S
- Maia Ana S
- Maia Bruno
- Maia Bruno
- Maia Carla
- Malheiro Isabel
- Malheiro Isabel
- Mangas Catarina
- Mangas Catarina
- Manso Conceição
- Manso M. C
- Marante Nídia
- Margarida Couto
- Marinho Daniel
- Marinho Sara
- Marques Alda
- Marques Alda
- Marques Alda
- Marques Alda
- Marques Alda
- Marques Alda
- Marques Alda
- Marques Alda
- Marques Alda
- Marques Ana R
- Marques António
- Marques Catarina
- Marques Cristiana
- Marques Cristiana
- Marques Daniel R
- Marques Daniel R
- Marques Fátima M
- Marques Mariana
- Marques Mariana
- Marques Mariana
- Marques Mariana
- Marques Mª F
- Marques Mário
- Marques Rita
- Marques Rita
- Marques Rita
- Marques Rita
- Marques Rita
- Marques Rita
- Marques Silvana F
- Marques Silvana F
- Marques Sílvia
- Marques Tatiana
- Marques-Rodrigues Alexandre
- Marques-Vieira Cristina
- Marquez Laura A
- Marsi Teresa O
- Marta-Simões Joana
- Marta-Simões Joana
- Marta-Simões Joana
- Marta-Simões Joana
- Martin Inmaculada Z
- Martinez-Hernandez Francisco
- Martinho Liliana
- Martins Ana R
- Martins Anabela C
- Martins Anabela C
- Martins Anabela C
- Martins Anabela C
- Martins Anabela C
- Martins Anabela C
- Martins Anabela C
- Martins Anabela C
- Martins Carlos R
- Martins Cristina
- Martins Cristina
- Martins Emília
- Martins Emília
- Martins Emília
- Martins Eveliny S
- Martins Fernando
- Martins Fátima
- Martins Julian
- Martins Laura
- Martins Maria M
- Martins Matilde
- Martins Matilde
- Martins Patrícia
- Martins Raul
- Martins Rosa
- Martín Ignácio
- Marôco João
- Marôco João
- Mata Mª A
- Mata Mª A
- Mata Mª A
- Mateus Artur
- Mateus Artur
- Matheus Filipe
- Matos Ana R
- Matos Filomena
- Matos Maria
- Matos Rui
- Medeiros Anabela
- Medeiros Dayse C
- Medeiros-Garcia Lurdes
- Medina María S
- Meireles Alexandra
- Melo Elsa
- Melo Elsa
- Melo Elsa
- Melo Flávio
- Melo Rosa
- Melo Rosa
- Melo Rosa
- Melo Rosa
- Mendes Aida
- Mendes Ana
- Mendes Ana
- Mendes Ana
- Mendes Ana L
- Mendes Ana L
- Mendes Ana L
- Mendes Elenice
- Mendes F
- Mendes F.
- Mendes Felismina
- Mendes Fernando
- Mendes Fernando
- Mendes Fernando
- Mendes Fernando
- Mendes Fernando
- Mendes Fernando
- Mendes Fernando
- Mendes Francisco
- Mendes Francisco
- Mendes Francisco
- Mendes Isabel
- Mendes Isabel
- Mendes Joana
- Mendes Maria F
- Mendes Pedro
- Mendes Pedro
- Mendes Pedro
- Mendes Pedro
- Mendes Pedro
- Mendes Pedro
- Mendes Pedro
- Mendes Romeu
- Mendes Romeu
- Mendes Romeu
- Mendes Zaida
- Mendonça Carlos
- Mendonça Nuno
- Mendonça Paula
- Mendonça Paula
- Mendonça Verónica
- Mendonça Verónica
- Meneghetti Vanize
- Meneses Rui
- Menezes Ruth L
- Menino Eva
- Menino Eva
- Menino Eva
- Menino Eva
- Mercê Cristiana
- Mesquita Helena
- Mesquita Helena
- Mesquita João R
- Midões Cristiana
- Milanés Gemma M
- Minas Bárbara
- Minghelli Beatriz
- Minghelli Beatriz
- Miranda Cristiana
- Miranda Marta
- Miranda Natacha F
- Monago Fatima M
- Monago Fatima M
- Monago Fátima M
- Monago Rocio M
- Monteiro Diogo
- Monteiro Helena
- Monteiro Joana
- Monteiro Lina
- Monteiro Luís
- Monteiro M. J
- Monteiro M. J
- Monteiro Mª J
- Monteiro Sílvia
- Morais Carminda
- Morais Marina A
- Morais Mª C
- Morais Mª C
- Morais Mª C
- Morais Mª C
- Morais Nuno
- Moreira Eliana
- Moreira Fernando
- Moreira Fernando
- Moreira Fernando
- Moreira Fernando
- Moreira Fernando
- Moreira Fernando
- Moreira Isabel
- Moreira Liliana
- Moreira Liliana
- Moreira Rita L
- Moreno Ana L
- Morgado Alice
- Morgado Sónia
- Morgado Sónia
- Morna Clementina
- Morna Clementina
- Morouço Pedro
- Morouço Pedro
- Mota Maria
- Mota Maria
- Mota Priscilla
- Moura Cynthia B
- Moura-Ramos Mariana
- Mouroço Pedro
- Mourão Ricardo
- Mártires Alice
- Mónico Lisete
- Mónico Lisete
- Mónico Lisete M
- Mónico Lisete M
- Mónico Lisete M
- Mónico Lisete M
- Mónico Lisete M
- Mónico Lisete M
- Nascimento Daniela
- Nascimento Maria S
- Nascimento V. B
- Natal Sônia
- Nave Filipe
- Nave Filipe
- Nazario Nazare
- Nazario Nazare
- Nazario Nazare
- Nazaré Cristina
- Nazário Nazaré O
- Neco Sofia
- Nelas Paula
- Neto João S
- Neves Carmo
- Neves Joana
- Neves Joel
- Neves Jéssica
- Neves Jéssica
- Neves Miguel
- Neves Sofia
- Neves Vanessa
- Nicola Paulo
- Nogueira Conceição
- Nogueira Paulo
- Nogueira Paulo
- Noné Ana
- Novais Sandra
- Novais Sandra
- Novais Sónia
- Novais Sónia
- Novo André
- Nugem Rita C
- Nugem Rita C
- Nunes Amélia
- Nunes Amélia F
- Nunes Carla
- Nunes Carla
- Nunes Carla
- Nunes Hélder
- Nunes Liliana
- Nunes S.
- Nuñez Cristina G
- Oliva Jefferson T
- Olivares Pedro R
- Oliveira Adriana
- Oliveira Ana
- Oliveira Ana
- Oliveira Ana
- Oliveira Ana I
- Oliveira Ana I
- Oliveira Ana I
- Oliveira Ana I
- Oliveira Ana I
- Oliveira Ana P
- Oliveira Anabela
- Oliveira Bibiana F
- Oliveira Bárbara
- Oliveira Camila A
- Oliveira Catarina
- Oliveira Denize C
- Oliveira Edmar S
- Oliveira Elizabete A
- Oliveira Emanuel
- Oliveira Eunice G
- Oliveira Eunice G
- Oliveira Isabel
- Oliveira Lara L
- Oliveira Manuel
- Oliveira Michelle T
- Oliveira Michelle T
- Oliveira Michelle T
- Oliveira Michelle T
- Oliveira Mirna F
- Oliveira Raul
- Oliveira Rita
- Oliveira Rita
- Oliveira Rita F
- Oliveira Rita F
- Oliveira Rita F
- Oliveira Sara
- Oliveira Sebastião T
- Oliveira Sebastião T
- Oliveira Suzete
- Oliveira Teresa C
- Oliveira Teresa T
- Oliveira Vânia P
- Olszewer Efrain O
- Ortiga Angela B
- Osório Nádia
- Osório Nádia
- Osório Nádia
- Osório Nádia
- Osório Nádia
- Pacheco José
- Padez Cristina
- Padilha José M
- Padilha José M
- Padilha José M
- Padilha José M
- Paixão S.
- Paixão Susana
- Paixão Susana
- Palmeira Lara
- Palmeira Lara
- Paraíso Nilson
- Paredes Hugo
- Parente Alexandra
- Parraça José A
- Parraça José A
- Parreira Pedro
- Parreira Pedro
- Parreira Pedro
- Parreira Pedro
- Parreira Pedro
- Parreira Pedro
- Parreira Pedro
- Parreira Pedro
- Parreira Pedro
- Parreira Pedro
- Parreira Pedro
- Parreira Pedro
- Parreira Pedro D
- Parreira Pedro M
- Parreira Pedro M
- Parreira Pedro M
- Passadouro Rui
- Passadouro Rui
- Paulo Rui
- Paulo Rui
- Paulo Rui
- Paulo Rui
- Paulo Rui
- Paulo Rui
- Paúl Constança
- Paúl Constança
- Paúl Constança
- Pedreiro Ana
- Pedro Ana R
- Pedro Ana R
- Pedro Luísa
- Pedrosa Dora
- Pedroso Rosa
- Peixoto Ermelindo
- Peixoto-Plácido Catarina
- Peralta Teresa
- Pereira A.
- Pereira Alexandre
- Pereira Alexandre
- Pereira Ana
- Pereira Ana
- Pereira Ana
- Pereira Ana
- Pereira Ana M
- Pereira Ana M
- Pereira Ana M
- Pereira Ana T
- Pereira Ana T
- Pereira Anabela
- Pereira Carlos
- Pereira Carlos
- Pereira Carlos
- Pereira Carlos
- Pereira Carlos
- Pereira Cristina
- Pereira Elayne
- Pereira Elsa S
- Pereira Filipe
- Pereira Filomena
- Pereira Filomena
- Pereira Juliana
- Pereira Marta
- Pereira Olívia R
- Pereira Rafael
- Petrica João
- Petrica João
- Petrica João
- Petrica João
- Petrica João
- Pimenta Luís
- Pimenta Rui
- Pimentel Francisco
- Pimentel João
- Pimentel Rafaela
- Pinheiro Ana B
- Pinheiro Ana B
- Pinheiro Arminda A
- Pinheiro Patrícia C
- Pinho Cláudia
- Pinho Cláudia
- Pinho Cláudia
- Pinho Cláudia
- Pinho Cláudia
- Pinho Tânia
- Pinto Carlos
- Pinto Francisca
- Pinto Isabel C
- Pinto Isabel C
- Pinto J. L
- Pinto Joana
- Pinto M R
- Pinto Mª R
- Pinto Paulo F
- Pinto Sara
- Pinto Ítalo N
- Pinto-Gouveia José
- Pinto-Gouveia José
- Pinto-Gouveia José
- Pinto-Gouveia José
- Pinto-Gouveia José
- Pinto-Gouveia José
- Pinto-Gouveia José
- Pinto-Gouveia José
- Pires Filipa
- Pires Filipa
- Pires Tânia
- Pires Tânia
- Pisco Jacinta
- Pivetta Hedioneia F
- Piñero Ana S
- Poeta Susana
- Porta-Nova Rui
- Postolache Gabriela
- Postolache Octavian
- Poço Mariana
- Prado Alessandro
- Prata Ana R
- Prebianchi Helena
- Presado Mª H
- Preto Vera
- Príncipe Fernanda
- Pulido-Fuentes Montserrat
- Pérez-Caballero Francisco L
- Pérez-Caballero Francisco L
- Queirós Paulo
- Quelhas Ana
- Querido Ana
- Querido Ana
- Querido Ana
- Querido Ana
- Querido Ana
- Querido Ana
- Querido Ana
- Querido Ana
- Querido Ana
- Quintana-Montesdeoca Mª P
- Quirino Diogo
- Rabiais Isabel
- Rafael Helga
- Rainho Conceição
- Rainho Conceição
- Rainho Conceição
- Rama Luís
- Rama Luís
- Rama Luís
- Ramalhete Cátia
- Ramalho André
- Ramalho André
- Ramalho Fátima
- Ramalho Sónia
- Ramalho Sónia
- Ramalho Sónia A
- Ramirez Francisco B
- Ramirez Francisco B
- Ramos Maurício R
- Raposo Vítor R
- Rei Ana C
- Reina Mercedes G
- Reis Alcinda C
- Reis Ana S
- Reis Arsénio
- Reis Cláudia
- Reis Laura
- Reis Victor M
- Reses Manoela
- Reuter Éboni M
- Ribas Patrícia
- Ribeiro Andrea
- Ribeiro Andrea
- Ribeiro Diana
- Ribeiro Fernando
- Ribeiro Jaime
- Ribeiro Jaime
- Ribeiro José C
- Ribeiro João
- Ribeiro Lígia C
- Ribeiro Maria
- Ribeiro Maria
- Ribeiro Maximiano
- Ribeiro Olivério
- Ribeiro Olivério
- Ribeiro Samila G
- Ribeiro Sandra
- Ribeiro Sandra
- Ribeiro Óscar
- Ribeiro Óscar
- Ribeiro Óscar
- Ribeiro-Varandas Edna
- Richaud Sylvina
- Rocha C.
- Rocha Clara
- Rocha Clara
- Rocha Clara
- Rocha Mª C
- Rocha Mª C
- Rocha Saulo V
- Rocha Saulo V
- Rodrigo António
- Rodrigues Alexandre
- Rodrigues Alexandre
- Rodrigues Alexandrina
- Rodrigues António
- Rodrigues Cátia
- Rodrigues Diana
- Rodrigues Rogério
- Rodrigues Rogério
- Rodrigues Rogério
- Rodrigues Rosa
- Rodrigues Sandra
- Rodrigues Sandra
- Rodrigues Sandra
- Rodrigues Sandra
- Rodrigues Teresa
- Rodrigues Vítor
- Rodrigues Vítor
- Rodriguez Cláudia K
- Rodriguez-De-Vera Bienvendida C
- Rodriguez-De-Vera Bienvenida
- Rodriguez-De-Vera Bienvenida C
- Rodríguez Ana B
- Rodríguez-De-Vera Bienvenida-Del-Carmen
- Rombo João
- Roque Fátima
- Rosa Manuel S
- Rosa Marlene C
- Rosa Marlene C
- Rosa Marlene C
- Rosa Marlene C
- Rosa Marlene C
- Rosa Roger S
- Rosa Roger S
- Rosado António
- Rosado António
- Rosário Rafaela
- Ruben Rui B
- Ruivo Joana
- Saavedra Francisco
- Saboga-Nunes Luís
- Saboga-Nunes Luís
- Sala José A
- Sala José A
- Sales Tiago
- Salgueiro Anabela
- Salgueiro-Oliveira Anabela
- Salgueiro-Oliveira Anabela
- Salgueiro-Oliveira Anabela
- Salgueiro-Oliveira Anabela
- Salgueiro-Oliveira Anabela
- Salvador Mª C
- San-Martin Elisabete A
- Santana Miguel
- Santana Paula
- Santiago Conceição
- Santiago Eujcely C
- Santiago Eujcely C
- Santiago Luiz
- Santo Inês
- Santo Inês
- Santos Adriana
- Santos Ana
- Santos Bruno
- Santos Bruno
- Santos Erica
- Santos Flávia
- Santos Joana
- Santos Joana
- Santos Jorge
- Santos João
- Santos Leonino S
- Santos Luísa
- Santos Marina S
- Santos Marlene
- Santos Marlene
- Santos Nuno
- Santos Osvaldo
- Santos Osvaldo
- Santos Osvaldo
- Santos Rafael B
- Santos Rafael B
- Santos Sofia
- Santos Sofia
- Santos Sofia
- Santos Sofia
- Santos-Rocha Rita
- Sardo Dolores
- Sardo Pedro
- Sardo Pedro
- Sarmento-Ribeiro Ana B
- Sarreira-Santos Alexandra
- Sarroeira Cassilda
- Schneider Dulcineia
- Schneider Dulcineia
- Schneiders Paloma B
- Schroeder Silvana S
- Schukg Susann
- Seabra André
- Seabra Daniel
- Seabra Daniel
- Seabra Paulo
- Seixas Adérito
- Seixas Adérito
- Seixas Adérito
- Seixas Adérito
- Seiça Luís
- Seppänen Ulla-Maija
- Serapioni Mauro
- Serra Ana
- Serrano João
- Serrano João
- Serrano João
- Serrano João
- Serrano João
- Severino Sandy
- Siba Wafa A
- Silva Ana M
- Silva Ana M
- Silva Andrea G
- Silva André
- Silva Antónia
- Silva Armando
- Silva Carina
- Silva Carla R
- Silva Carlos
- Silva Carlos F
- Silva Catarina
- Silva Cláudia
- Silva Cláudia D
- Silva Daniel
- Silva Daniel
- Silva Darlen
- Silva David
- Silva Eduardo
- Silva Elsa
- Silva Ernestina
- Silva Helena R
- Silva Helena R
- Silva Iryna
- Silva Isabel
- Silva Joana
- Silva Joana
- Silva Joana
- Silva Luís D
- Silva Luís D
- Silva Maiza M
- Silva Manuel C
- Silva Margarida
- Silva Margarida
- Silva Maria A
- Silva Marilene
- Silva Marilene
- Silva Norberto
- Silva Paula
- Silva Paula A
- Silva Pedro
- Silva Pedro
- Silva Rafael
- Silva Rita
- Silva Rita
- Silva Rita P
- Silva Sara
- Silva Sara
- Silva Sara
- Silva Susana
- Silva Tatiane M
- Silva Vânia
- Silveira Paulo
- Sim-Sim Margarida
- Simões Alexandra
- Simões Cristina
- Simões João
- Simões Paulo C
- Simões Sónia
- Simões Ângela
- Siqueira Mariana S
- Siqueira Mariana S
- Soar Cláudia
- Soares Célia
- Soares Fátima
- Soares Fátima
- Soares Raquel
- Soares Salete
- Soares Sérgio
- Soares Valter
- Sousa Ana P
- Sousa Ana S
- Sousa Anderson R
- Sousa Anderson R
- Sousa Anderson R
- Sousa Anderson R
- Sousa Carla
- Sousa Caroline R
- Sousa Cesar
- Sousa D.
- Sousa Diana
- Sousa Gilberta
- Sousa Gilberta
- Sousa Gracinda
- Sousa Jani
- Sousa Joana
- Sousa Joana
- Sousa Luís
- Sousa Marina
- Sousa Marina
- Sousa Nelson
- Sousa Nelson
- Sousa Patrícia
- Sousa Patrícia
- Sousa Patrícia
- Sousa Patrícia
- Sousa Patrícia
- Sousa Patrícia
- Sousa Paulino
- Sousa Paulino
- Sousa Paulino
- Sousa Paulino
- Sousa Pedro
- Sousa Pedro
- Sousa Pedro
- Sousa Pedro
- Sousa Pedro
- Souza Clóvis A
- Souza Géssica M
- Souza Juliana A
- Souza Nelba R
- Souza Nelba R
- Spolaôr Newton
- Svensson Lola
- Sá Dayse
- Tapadas Rodrigo
- Tavares Aida I
- Tavares Ana
- Tavares Ana S
- Tavares José
- Tavares Mariline
- Tavares Nuno
- Teixeira A.
- Teixeira Ana
- Teixeira Ana
- Teixeira Ana M
- Teixeira Laetitia
- Teixo Ricardo
- Teles Patrícia
- Tena José M
- Tena Maria J
- Tenedório José A
- Tim-Tim Carolina
- Tomaz Jorge
- Tomás Catarina
- Tomás Catarina
- Tomás Catarina
- Tomás Catarina
- Tomás Catarina
- Tomás Catarina
- Tomás Catarina
- Tomás Catarina C
- Tomás Teresa
- Topa Joana
- Torgal Jorge
- Torgal Jorge
- Torres Ana
- Torres Rui
- Trigo Africa P
- Trindade Inês A
- Trindade Inês A
- Trindade Inês A
- Trindade Inês A
- Tuna Ana R
- Tytgat Ite
- Uba-Chupel M.
- Uba-Chupel Mateus
- Ugalde Lierni U
- Ugartemendia Lierni
- Valado Ana
- Valado Ana
- Valado Ana
- Valado Ana
- Valado Ana
- Vale-Dias Luz
- Vale-Dias Maria L
- Valente Ana R
- Valente Carolina
- Valente Jorge
- Valente João
- Valim Frederico C
- Valim Frederico C
- Vaquinhas Marina
- Vaquinhas Marina
- Vaquinhas Marina
- Vaquinhas Marina
- Varandas Edna
- Vardasca Ricardo
- Vardasca Ricardo
- Vasconcelos Carlos
- Vasconcelos Carlos
- Vasconcelos Lélia R
- Vasconcelos Rita
- Vasconcelos Rita
- Vaz Daniela C
- Vaz Josiana A
- Vehreschild Viktor
- Vehreschild Viktor
- Veiga Nélio
- Veiga Nélio
- Veiga Nélio
- Veiga Nélio
- Veiga-Branco Mª
- Velosa Fábia
- Veloso Milene
- Ventura David
- Ventura Maria
- Ventura Rita
- Ventura Sandra
- Vicente Corália
- Vicente Corália
- Vicente Corália
- Vicente Sara
- Vicente Sónia
- Vidal Eglidia F
- Viega-Branco Maria
- Vieira André
- Vieira Margarida
- Vieira Viviane L
- Vieitez Juan G
- Villanueva Ana G
- Vincha Kellem R
- Vinha Ana F
- Virgolino Ana
- Vizzotto Betina P
- Vélez Marta M
- Welter Aline
- Xavier Ana
- Xavier Ana
- Xavier Sandra
- Xavier Sandra
- Zilhão Adriano
- Publication venue
- Publication date
- 01/01/2004
- Field of study
As part of an EU funded project to investigate the factors influencing bone preservation in the archaeological record, more than 250 bones from 41 archaeological sites in five countries spanning four climatic regions were studied for diagenetic alteration. Sites were selected to cover a range of environmental conditions and archaeological contexts. Microscopic and physical (mercury intrusion porosimetry) analyses of these bones revealed that the majority (68%) had suffered microbial attack. Furthermore, significant differences were found between animal and human bone in both the state of preservation and the type of microbial attack present. These differences in preservation might result from differences in early taphonomy of the bones. © 2003 Elsevier Science Ltd. All rights reserved
At-admission prediction of mortality and pulmonary embolism in an international cohort of hospitalised patients with COVID-19 using statistical and machine learning methods
- Author
- Abdukahil Sheryl Ann
- Abdulkadir Nurul Najmee
- Abe Ryuzo
- Abel Laurent
- Abreu Julia Rodriguez
- Abrous Amal
- Absil Lara
- Acker Andrew
- Adachi Shingo
- Adam Elisabeth
- Adriano Enrico
- Adrião Diana
- Ageel Saleh Al
- Ahmed Shakeel
- Aiello Marina
- Ainscough Kate
- Airlangga Eka
- Aisa Tharwat
- Akimoto Takako
- Akmal Ernita
- Al-dabbous Tala
- Al-Fares Abdulrahman
- Alalqam Razi
- Alberti Angela
- Alegesan Senthilkumar
- Alegre Cynthia
- Alessi Marta
- Alex Beatrice
- Alexandre Kévin
- Alfoudri Huda
- Ali Adam
- Ali Imran
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Alves João
- Alves João Melo
- Alves Rita
- Amaral Maria
- Amira Nur
- Ammerlaan Heidi
- Ampaw Phoebe
- Andini Roberto
- Andréjak Claire
- Angheben Andrea
- Angoulvant François
- Ansart Séverine
- Anthonidass Sivanesen
- Antonelli Massimo
- Anwar Kazi Rubayet
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Arancibia Francisco
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Arlet Jean-Benoît
- Arnold-Day Christel
- Arora Lovkesh
- Arora Rakesh
- Artaud-Macari Elise
- Aryal Diptesh
- Asaki Motohiro
- Asensio Angel
- Ashley Elizabeth A.
- Ashraf Muhammad
- Assie Jean Baptiste
- Asyraf Amirul
- Atique Anika
- Attanyake AM Udara Lakshan
- Auchabie Johann
- Auger Christelle Chantalat
- Aumaitre Hugues
- Auvet Adrien
- Azemar Laurène
- Azoulay Cecile
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
- Baig Nadia
- Baillie J. Kenneth
- Baird J Kevin
- Bak Erica
- Bakakos Agamemnon
- Bakar Nazreen Abu
- Bal Andriy
- Balakrishnan Mohanaprasanth
- Balan Valeria
- Banheiro Bruno Sarmento
- Bani-Sadr Firouzé
- Barbalho Renata
- Barbosa Nicholas Yuri
- Barclay Wendy S.
- Barnett Saef Umar
- Barnikel Michaela
- Barrasa Helena
- Barrelet Audrey
- Barrigoto Cleide
- Bartoli Marie
- Baruch Joaquín
- Basmaci Romain
- Basri Muhammad Fadhli Hassin
- Bassi Gianluigi Li
- Battaglini Denise
- Bauer Jules
- Beane Abigail
- Bedossa Alexandra
- Bee Ker Hong
- Begum Husna
- Behilill Sylvie
- Beishuizen Albertus
- Bekken Gry Kloumann
- Beljantsev Aleksandr
- Bellemare David
- Beltrame Anna
- Beltrão Beatriz Amorim
- Beluze Marine
- Benech Nicolas
- Benjiman Lionel Eric
- Benkerrou Dehbia
- Bennett Suzanne
- Bento Luís
- Berdal Jan-Erik
- Berge Marcel van den
- Bergeaud Delphine
- Bergin Hazel
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Betz Adam
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianco Claudia
- Bidin Farah Nadiah
- Bihan Clément Le
- Bisoffi Zeno
- Bissuel François
- Biston Patrick
- Bitker Laurent
- Bitton Jonathan
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
- Blumberg Lucille
- Boccia Filomena
- Bodenes Laetitia
- Bogaert Debby
- Boivin Anne-Hélène
- Bolaños Isabela
- Bolze Pierre-Adrien
- Bompart François
- Bonelli Patrizia
- Bonfasius Aurelius
- Borges Diogo
- Borie Raphaël
- Bosse Hans Martin
- Botelho-Nevers Elisabeth
- Bouadma Lila
- Bouchaud Olivier
- Bouchez Sabelline
- Bouhmani Dounia
- Bouhour Damien
- Bouiller Kévin
- Bouillet Laurence
- Bouisse Camile
- Bounphiengsy Thipsavanh
- Bountthasavong Latsaniphone
- Boureau Anne-Sophie
- Bourke John
- Bouscambert Maude
- Bousquet Aurore
- Bouziotis Jason
- Boxma Bianca
- Boyer-Besseyre Marielle
- Boylan Maria
- Bozza Fernando Augusto
- Braconnier Axelle
- Braga Cynthia
- Brandenburger Timo
- Brazzi Luca
- Breen Dorothy
- Breen Patrick
- Brewster David
- Brickell Kathy
- Brien Fionnuala O
- Bris Cyril Le
- Browne Alex
- Browne Shaunagh
- Brozzi Nicolas
- Brusse-Keizer Marjolein
- Buchtele Nina
- Bugaeva Polina
- Buisson Marielle
- Buonsenso Danilo
- Burhan Erlina
- Burrell Aidan
- Bustos Ingrid G.
- Butnaru Denis
- Cabie André
- Cabral Susana
- Cabrita Joana Alves
- Caceres Eder
- Cadoz Cyril
- Callaghan Annmarie O
- Callahan Mia
- Calligy Kate
- Calvache Jose Andres
- Caminiti Caterina
- Camões João
- Campana Valentine
- Campbell Paul
- Campisi Josie
- Canepa Cecilia
- Cantero Mireia
- Caraux-Paz Pauline
- Cardellino Chiara Simona
- Cardoso Filipa
- Cardoso Filipe
- Cardoso Nelson
- Cardoso Sofia
- Carelli Simone
- Carlacci Francesca
- Carlier Nicolas
- Carmoi Thierry
- Carney Gayle
- Carqueja Inês
- Carret Marie-Christine
- Carrier François Martin
- Carroll Ida
- Carson Gail
- Carvalho Leonor
- Casanova Maire-Laure
- Cascão Mariana
- Casey Siobhan
- Casimiro José
- Cassandra Bailey
- Castanheira Nidyanara
- Castañeda Silvia
- Castor-Alexandre Guylaine
- Castro Ivo
- Catarino Ana
- Catherine François-Xavier
- Cattaneo Paolo
- Cavalin Roberta
- Cavalli Giulio Giovanni
- Cavayas Alexandros
- Cárcel Sheila
- Ceccato Adrian
- Cely Lina Morales
- Cerkovnik Shelby
- Cervantes-Gonzalez Minerva
- Chair Anissa
- Chakveatze Catherine
- Chaleunphon Bounthavy
- Chan Adrienne
- Chand Meera
- Chapplain Jean-Marc
- Charpentier Charlotte
- Chas Julie
- Chatterjee Allegra
- Chau Nguyen Van Vinh
- Chen Anjellica
- Chenard Léo
- Cheng Matthew Pellan
- Cheret Antoine
- Chetta Alfredo Antonio
- Chia Jack Song
- Chiarabini Thibault
- Chica Julian
- Chidambaram Suresh Kumar
- Chirouze Catherine
- Chiumello Davide
- Cho Hwa Jin
- Cho Sung-Min
- Choileain Orna Ni
- Cholley Bernard
- Chommanam Danoy
- Chopin Marie-Charlotte
- Chow Ting Soo
- Chow Yock Ping
- Christy Nathaniel
- Chua Hiu Jian
- Chua Jonathan
- Cidade Jose Pedro
- Citarella Barbara Wanjiru
- Citarella Barbara Wanjiru
- Ciullo Anna
- Clarke Emma
- Clarke Jennifer
- Clifton Lei
- Clohisey Sara
- Codan Cassidy
- Cody Caitriona
- Coelho Alexandra
- Coles Jennifer
- Coles Megan
- Colin Gwenhaël
- Collins Michael
- Colombo Sebastiano Maria
- Combs Pamela
- Connor Marie
- Conrad Anne
- Contreras Sofía
- Conway Elaine
- Cooke Graham S.
- Copland Mary
- Cordel Hugues
- Corley Amanda
- Cornelis Sabine
- Cornet Alexander Daniel
- Corpuz Arianne Joy
- Cortegiani Andrea
- Corvaisier Grégory
- Costigan Emma
- Couffignal Camille
- Couffin-Cadiergues Sandrine
- Courtois Roxane
- Cousse Stéphanie
- Cregan Rachel
- Cristella Cosimo
- Croonen Sabine
- Crowl Gloria
- Crump Jonathan
- Cruz Claudina
- Csete Marc
- Cullen Ailbhe
- Cummings Matthew
- Curley Ger
- Curlier Elodie
- Curran Colleen
- Curto Elena Gallego
- Custodio Paula
- D'Aragon Frédérick
- D'Orleans Charles Crepy
- D'Ortenzio Eric
- da Silva Filipe Ana
- Da Silva Fernanda Dias
- Da Silveira Charlene
- Dabaliz Al-Awwab
- Dagens Andrew
- Dahly Darren
- Dalton Heidi
- Dalton Jo
- Daly Seamus
- Damas Juliana
- Daneman Nick
- Daniel Corinne
- Dankwa Emmanuelle A
- Dantas Jorge
- Darshana B. P. Sanka Ruwan Sri
- de Brito Carlos Alexandre Antunes
- de Castro Maisa Guimarães
- de Jong Menno
- de Loughry Gillian
- de Mendoza Diego
- De Montmollin Etienne
- de Oliveira França Rafael Freitas
- de Piero Maria
- de Pinho Oliveira Ana Isabel
- De Rosa Rosanna
- De Rose Cristina
- de Silva Thushan
- de Velde Stijn Van
- de Vries Peter
- Deacon Jillian
- Dean David
- Debard Alexa
- Debray Marie-Pierre
- DeCastro Nathalie
- Dechert William
- Deconninck Lauren
- Decours Romain
- Defous Eve
- Delacroix Isabelle
- Delaveuve Eric
- Delavigne Karen
- Delfos Nathalie M.
- Deligiannis Ionna
- Dell'Amore Andrea
- Delmas Christelle
- Delobel Pierre
- Delsing Corine
- Demonchy Elisa
- Denis Emmanuelle
- Deplanque Dominique
- Depuydt Pieter
- Desai Mehul
- Descamps Diane
- Desvallées Mathilde
- Devouge Eglantine Ferrand
- Dewayanti Santi
- Dhanger Pathik
- Diallo Alpha
- Diamantis Sylvain
- Dias Andrea
- Dias André
- Diaz Juan Jose
- Diaz Priscila
- Diaz Rodrigo
- Didier Kévin
- Diehl Jean-Luc
- Dieperink Wim
- Dimet Jérôme
- Dinot Vincent
- Diop Fara
- Diouf Alphonsine
- Dishon Yael
- Djossou Félix
- Docherty Annemarie B.
- Doherty Helen
- Dominguez Carmen Infante
- Dondorp Arjen M
- Dong Andy
- Donnelly Christl A.
- Donnelly Maria
- Donohue Chloe
- Donohue Sean
- Donohue Yoann
- Doran Peter
- Dorival Céline
- Douangdala Phouvieng
- Douglas James Joshua
- Douma Renee
- Dournon Nathalie
- Dow Denisse Bazan
- Downer Triona
- Downey Joanne
- Downing Mark
- Drake Tom
- Driscoll Aoife
- Dryden Murray
- Dubee Vincent
- Dubos François
- Dubot-Pérès Audrey
- Ducancelle Alexandre
- Duculan Toni
- Dudman Susanne
- Duggal Abhijit
- Dunand Paul
- Dunning Jake
- Duplaix Mathilde
- Durante-Mangoni Emanuele
- Durham Lucian
- Dussol Bertrand
- Duthoit Juliette
- Duval Xavier
- Dyrhol-Riise Anne Margarita
- Ean Sim Choon
- Echeverria-Villalobos Marco
- Economopoulos Giorgio
- Egan Siobhan
- Eira Carla
- Elapavaluru Subbarao
- Elharrar Brigitte
- Ellerbroek Jacobien
- Eloy Philippine
- Elshazly Tarek
- Elyazar Iqbal
- Enderle Isabelle
- Endo Tomoyuki
- Eng Chan Chee
- Engelmann Ilka
- Enouf Vincent
- Epaulard Olivier
- Escher Martina
- Esperatti Mariano
- Esperou Hélène
- Esposito-Farese Marina
- Estevão João
- Etienne Manuel
- Ettalhaoui Nadia
- Everding Anna Greti
- Evers Mirjam
- Fabre Isabelle
- Fabre Marc
- Faheem Amna
- Fahy Arabella
- Fairfield Cameron J.
- Fakar Zul
- Falher Georges Le
- Faria Pedro
- Fateena Hanan
- Fatoni Arie Zainul
- Faure Karine
- Favory Raphaël
- Fayed Mohamed
- Feely Niamh
- Feeney Laura
- Feltz Machteld Van der
- Fernandes Jorge
- Fernandes Marília Andreia
- Fernandes Susana
- Ferrand François-Xavier
- Ferrari Carlo
- Ferraz Mário
- Ferrão Joana
- Ferreira Benigno
- Ferreira Bernardo
- Ferreira Isabel
- Ferreira Sílvia
- Ferrer-Roca Ricard
- Ferriere Nicolas
- Fevre Lucie Le
- Ficko Céline
- Figueiredo-Mello Claudia
- Finlayson William
- Fiorda Juan
- Flament Thomas
- Flateau Clara
- Fletcher Tom
- Florence Aline-Marie
- Florio Letizia Lucia
- Flynn Brigid
- Flynn Deirdre
- Fogliazza Federica
- Foley Claire
- Foley Jean
- Fomin Victor
- Fonseca Claudio Duarte
- Fonseca Tatiana
- Fontela Patricia
- Forsyth Simon
- Foster Denise
- Foti Giuseppe
- Fourn Erwan
- Fowler Robert A.
- Fraher Marianne
- Franch-Llasat Diego
- Fraser Christophe
- Fraser John F
- Freire Marcela Vieira
- Friedrich Caren
- Fritz Ricardo
- Fry Stéphanie
- Fuentes Nora
- Fukuda Masahiro
- G Argin
- Gaborieau Valérie
- Gaci Rostane
- Gagliardi Massimo
- Gagnard Jean-Charles
- Gagneux-Brunon Amandine
- Gaião Sérgio
- Gallagher Phil
- Gamble Carrol
- Gandonniere Charlotte Salmon
- Gani Yasmin
- Garan Arthur
- Garcês Rui Caetano
- Garcia Rebekha
- Garcia-Diaz Julia
- Garcia-Gallo Esteban
- García Ruth N. Jorge
- Garimella Navya
- Garofalo Federica
- Garot Denis
- Garrait Valérie
- Gault Nathalie
- Gavin Aisling
- Gavrylov Anatoliy
- Gaymard Alexandre
- Gebauer Johannes
- Geraud Eva
- Germano Nuno
- ghisulal praveen kumar
- Ghosn Jade
- Giani Marco
- Giaquinto Carlo
- Gibson Jess
- Gigante Tristan
- Gilg Morgane
- Gilroy Elaine
- Giordano Guillermo
- Girvan Michelle
- Gissot Valérie
- Glikman Daniel
- Glybochko Petr
- Gnall Eric
- Goco Geraldine
- Goehringer François
- Goepel Siri
- Goffard Jean-Christophe
- Goh Jin Yi
- Golob Jonathan
- Gomes Rui
- Gomez Kyle
- Gominet Marie
- Gonzalez Alicia
- Gordon Patricia
- Gorenne Isabelle
- Goubert Laure
- Goujard Cécile
- Goulenok Tiphaine
- Gómez-Junyent Joan
- Grable Margarite
- Graf Jeronimo
- Granado Rolando Claure-Del
- Grandin Edward Wilson
- Granerud Beathe Kiland
- Granier Pascal
- Grasselli Giacomo
- Green Christopher A.
- Greene Courtney
- Greenhalf William
- Greffe Segolène
- Greve Frank van Someren
- Grieco Domenico Luca
- Griffee Matthew
- Griffiths Fiona
- Grigoras Ioana
- Groenendijk Albert
- Gruner Heidi
- Gu Yusing
- Guedj Jérémie
- Guego Martin
- Guellec Dewi
- Guerguerian Anne-Marie
- Guerreiro Daniela
- Guery Romain
- Guillaumot Anne
- Guilleminault Laurent
- Guimard Thomas
- Gulik Laura van
- Haalboom Marieke
- Haber Daniel
- Habraken Hannah
- Hachemi Ali
- Hadri Nadir
- Hakak Sheeba
- Hall Adam
- Hall Matthew
- Halpin Sophie
- Hamer Ansley
- Hamers Raph L.
- Hamidfar Rebecca
- Hammond Naomi
- Hammond Terese
- Han Lim Yuen
- Haniffa Rashan
- Hao Kok Wei
- Hardwick Hayley
- Harrison Ewen M.
- Harrison Janet
- Harrison Samuel Bernard Ekow
- Hartman Alan
- Hashmi Junaid
- Hattem Jarne Van
- Hayes Ailbhe
- Hays Leanne
- Heerman Jan
- Heggelund Lars
- Hendry Ross
- Heng Benedict Sim Lim
- Hennessy Martina
- Henriquez-Trujillo Aquiles
- Hentzien Maxime
- Hernandez Diana
- Hernandez-Montfort Jaime
- Herreros José Miguel Cisneros
- Hershey Andrew
- Hesstvedt Liv
- Hidayah Astarini
- Higgins Dawn
- Higgins Eibhlin
- Higgins Rupert
- Hinchion Rita
- Hing Nicholas Yee Liang
- Hingrat Quentin Le
- Hinton Samuel
- Hiraiwa Hiroaki
- Hirkani Haider
- Hitoto Hikombo
- Ho Antonia
- Ho Yi Bin
- Hoctin Alexandre
- Hoffmann Isabelle
- Hoh Wei Han
- Hoiting Oscar
- Holt Rebecca
- Holten Aleksander Rygh
- Holter Jan Cato
- Horby Peter
- Horcajada Juan Pablo
- Hoshino Koji
- Hoshino Kota
- Houas Ikram
- Hough Catherine L.
- Houltham Stuart
- Hssain Ali Ait
- Hsu Jimmy Ming-Yang
- Hulot Jean-Sébastien
- Humaid Felwa Bin
- Huo Stella
- Hurd Abby
- Ijaz Samreen
- Ikram M. Arfan
- Illana Carlos Cañada
- Illes Hajnal-Gabriela
- Imbert Patrick
- Inácio Hugo
- Ing Yun Sii
- Iñiguez Jonathan Samuel Chávez
- Iosifidis Elias
- Ippolito Mariachiara
- Irawany Vera
- Isgett Sarah
- Isidoro Tiago
- Ismail Nadiah
- Isnard Margaux
- Itai Junji
- Ito Asami
- Ivulich Daniel
- Jaafar Danielle
- Jaafoura Salma
- Jabot Julien
- Jackson Clare
- Jamieson Nina
- Janes Victoria
- Jaquet Pierre
- Jassat Waasila
- Jaud-Fischer Coline
- Jaureguiberry Stéphane
- Javidfar Jeffrey
- Jaworsky Denise
- Jego Florence
- Jelani Anilawati Mat
- Jenum Synne
- Jimbo-Sotomayor Ruth
- Jimenez Juan Fernado Masa
- Joe Ong Yiaw
- Joseph Cédric
- Joseph Mark
- Joshi Swosti
- Jourdain Mercé
- Jouvet Philippe
- Jung Anna
- Jung Hanna
- Juzar Dafsah
- Kafif Ouifiya
- Kaguelidou Florentia
- Kaisbain Neerusha
- Kaleesvran Thavamany
- Kali Sabina
- Kalicinska Alina
- Kalomoiri Smaragdi
- Kamaluddin Muhammad Aisar Ayadi
- Kamaruddin Zul Amali Che
- Kamarudin Mohd Nazlin Bin
- Kamarudin Nadiah
- Kandamby Darshana Hewa
- Kandel Chris
- Kang Kong Yeow
- Karpayah Pratap
- Karsies Todd
- Kartsonaki Christiana
- Kartsonaki Christiana
- Kasugai Daisuke
- Kataria Anant
- Katz Kevin
- Kaur Aasmine
- Kay Christy
- Keane Hannah
- Keating Seán
- Kedia Pulak
- Kelly Andrea
- Kelly Aoife
- Kelly Claire
- Kelly Niamh
- Kelly Sadie
- Kelly Yvelynne
- Kelsey Maeve
- Kennedy Ryan
- Kennon Kalynn
- Keomany Sommay
- Kernan Maeve
- Kerroumi Younes
- Keshav Sharma
- Kestelyn Evelyne
- Khalid Imrana
- Khalil Antoine
- Khan Coralie
- Khan Irfan
- Kherajani Krish
- Kho Michelle E
- Khoo Denisa
- Khoo Ryan
- Khoo Saye
- Kiat Khor How
- Kida Yuri
- Kiiza Peter
- Kildal Anders Benjamin
- Kim Jae Burm
- Kimmoun Antoine
- Kindgen-Milles Detlef
- King Alexander
- Kitamura Nobuya
- Klenerman Paul
- Klont Rob
- Knight Stephen R
- Kobbe Robin
- Kodippily Chamira
- Komatsu Mamoru
- Korten ISARIC Collaborator
- Kosgei Caroline
- Kpangon Arsène
- Krawczyk Karolina
- Krishnan Sudhir
- Krishnan Vinothini
- Kruglova Oksana
- Kumar Deepali
- Kumar Ganesh
- Kuriakose Dinesh
- Kurtzman Ethan
- Kusumastuti Neurinda Permata
- Kutsogiannis Demetrios
- Kutsyna Galyna
- Kyriakoulis Konstantinos
- L'Her Erwan
- Lachatre Marie
- Lacoste Marie
- Laffey John G.
- Lafhej Nadhem
- Lagrange Marie
- Laine Fabrice
- Lairez Olivier
- Lambert Marc
- Lamontagne François
- Langelot-Richard Marie
- Langlois Vincent
- Lantang Eka Yudha
- Lanza Marina
- Laouénan Cédric
- Laribi Samira
- Lariviere Delphine
- Lasry Stéphane
- Lath Sakshi
- Launay Odile
- Laureillard Didier
- Lavie-Badie Yoan
- Law Andrew
- Lawrence Cassie
- Lawrence Teresa
- Le Minh
- Leal Ema
- Leathlobhair Niamh Ni
- Lee Biing Horng
- Lee Heng Gee
- Lee James
- Lee Jennifer
- Lee Su Hwan
- Lee Todd C.
- Lee Yi Lin
- Leeming Gary
- Lefebvre Bénédicte
- Lefebvre Laurent
- Lefèvre Benjamin
- LeGac Sylvie
- Lelievre Jean-Daniel
- Lellouche François
- Lemaignen Adrien
- Lemee Véronique
- Lemeur Anthony
- Lemmink Gretchen
- Lene Ha Sha
- Lennon Jenny
- Leone Marc
- Leone Michela
- León Rafael
- Lescure François-Xavier
- Lesens Olivier
- Lesouhaitier Mathieu
- Lester-Grant Amy
- Letizia Andrew
- Letrou Sophie
- Levy Bruno
- Levy Yves
- Levy-Marchal Claire
- Lewandowska Katarzyna
- Liang Janet
- Liegeon Geoffrey
- Lim Kah Chuan
- Lim Wei Shen
- Lima Chantre
- Lina Bruno
- Lina Lim
- Lind Andreas
- Lingad Maja Katherine
- Lingas Guillaume
- Lion-Daolio Sylvie
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- Liu Keibun
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- Loforte Antonio
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- Lopez-Revilla Jose W.
- Lordemann Anja Grosse
- Loschner Anthony L.
- Loubet Paul
- Loufti Bouchra
- Louis Guillame
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- Taufik M Azhari
- Tawfik Hassan
- Tedder Richard S.
- Tee Tze Yuan
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- Thirumanickam Jananee
- Tho Leong Chin
- Thompson Shaun
- Thomson David
- Thomson Emma C.
- Thurai Surain Raaj Thanga
- Thuy Duong Bich
- Thwaites Ryan S.
- Ticinesi Andrea
- Tierney Paul
- Tieroshyn Vadim
- Timashev Peter S
- Timsit Jean-François
- Tissot Noémie
- Toh Jordan Zhien Yang
- Toki Maria
- Tonby Kristian
- Tonnii Sia Loong
- Torre Marta
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- Towers Michael
- Trapani Tony
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- Trioux Théo
- Tromeur Cécile
- Trontzas Ioannis
- Trouillon Tiffany
- Truong Jeanne
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turgeon Alexis F.
- Turmel Jean-Marie
- Turnier Paul Le
- Turtle Lance C. W.
- Tveita Anders
- Twardowski Pawel
- Twillert Gitte Van
- Uchiyama Makoto
- Udayanga PG Ishara
- Udy Andrew
- Ullrich Roman
- Uribe Alberto
- Usman Asad
- Uva Maria Sousa
- Uyeki Timothy M.
- Vajdovics Cristinava
- Val-Flores Luís
- Valentini Piero
- Valk Paul van der
- Valran Amélie
- Valzano Ilaria
- van Someren Greve Frank
- Vanel Noémie
- Vanoverschelde Henk
- Varghese Pooja
- Varrone Michael
- Vasconcelos Malte Kohns
- Vasudayan Shoban Raj
- Vauchy Charline
- Vecham Pavan Kumar
- Veen Ilonka van
- Veeran Shaminee
- Veislinger Aurélie
- Vekens Nicky Van Der
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vickers James
- Vidal José Ernesto
- Vieira César
- Villanueva Joy Ann
- Villar Judit
- Villeneuve Pierre-Marc
- Villoldo Andrea
- Vishwanathan Gayatri
- Visseaux Benoit
- Visser Hannah
- Vitiello Chiara
- Vongsouvath Manivanh
- Vonkeman Harald
- Voort Peter Van der
- Vuotto Fanny
- Wahab Noor Hidayu
- Wahab Suhaila Abdul
- Wahid Nadirah Abdul
- Wainstein Marina
- Webb Steve
- Wei Jia
- Weil Katharina
- Wen Tan Pei
- Werf Sylvie Van Der
- Wesselius Sanne
- West T. Eoin
- Wham Murray
- Whelan Bryan
- Wicky Paul Henri
- Wiedemann Aurélie
- Wijaya Surya Otto
- Wille Keith
- Willems Sue
- Williams Patricia J
- Williams Virginie
- Willigen Hugo Van
- Wils Evert-Jan
- Wong Calvin
- Wong Teck Fung
- Wong Xin Ci
- Wong Xin Ci
- Wong Yew Sing
- Wright Natalie
- Xian Gan Ee
- Xian Lim Saio
- Xuan Kuan Pei
- Xynogalas Ioannis
- Yacoub Sophie
- Yakop Siti Rohani Binti Mohd
- Yamazaki Masaki
- Yarad Elizabeth
- Yazdanpanah Yazdan
- Yelnik Cécile
- Yeoh Chian Hui
- Yerkovich Stephanie
- Yiaye Touxiong
- Yiu Ng Wing
- Yokoyama Toshiki
- Yonis Hodane
- Yousif Obada
- Yuliarto Saptadi
- Zaaqoq Akram
- Zabbe Marion
- Zabert Gustavo E
- Zacharowski Kai
- Zahid Masliza
- Zahran Maram
- Zaidan Nor Zaila Binti
- Zambon Maria
- Zambrano Miguel
- Zanella Alberto
- Zawadka Konrad
- Zaynah Nurul
- Zayyad Hiba
- Zoufaly Alexander
- Zucman David
- Publication venue
- Publication date
- 16/07/2024
- Field of study
By September 2022, more than 600 million cases of SARS-CoV-2 infection have been reported globally, resulting in over 6.5 million deaths. COVID-19 mortality risk estimators are often, however, developed with small unrepresentative samples and with methodological limitations. It is highly important to develop predictive tools for pulmonary embolism (PE) in COVID-19 patients as one of the most severe preventable complications of COVID-19. Early recognition can help provide life-saving targeted anti-coagulation therapy right at admission. Using a dataset of more than 800,000 COVID-19 patients from an international cohort, we propose a cost-sensitive gradient-boosted machine learning model that predicts occurrence of PE and death at admission. Logistic regression, Cox proportional hazards models, and Shapley values were used to identify key predictors for PE and death. Our prediction model had a test AUROC of 75.9% and 74.2%, and sensitivities of 67.5% and 72.7% for PE and all-cause mortality respectively on a highly diverse and held-out test set. The PE prediction model was also evaluated on patients in UK and Spain separately with test results of 74.5% AUROC, 63.5% sensitivity and 78.9% AUROC, 95.7% sensitivity. Age, sex, region of admission, comorbidities (chronic cardiac and pulmonary disease, dementia, diabetes, hypertension, cancer, obesity, smoking), and symptoms (any, confusion, chest pain, fatigue, headache, fever, muscle or joint pain, shortness of breath) were the most important clinical predictors at admission. Age, overall presence of symptoms, shortness of breath, and hypertension were found to be key predictors for PE using our extreme gradient boosted model. This analysis based on the, until now, largest global dataset for this set of problems can inform hospital prioritisation policy and guide long term clinical research and decision-making for COVID-19 patients globally. Our machine learning model developed from an international cohort can serve to better regulate hospital risk prioritisation of at-risk patients
ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19
- Author
- A M Udara Lakshan Attanyake
- Aasiyah Rashan
- Aasiyah Rashan 9
- Aasmine Kaur
- Abdulrahman Al-Fares
- Abhijit Duggal
- Abi Beane 10
- Abid Khatak
- Abigail Beane
- Adam Ali
- Adam Betz
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Aftab Imtiaz
- Agamemnon Bakakos
- Agnieszka Oldakowska
- Agnès Meybeck
- Agnès Sommet
- Agostinho Monteiro
- Ahmad Afiq Ramli
- Ahmad Kashfi Haji Ab Rahman
- Ahmed Farooq
- Aidan Burrell
- Ailbhe Cullen
- Ailbhe Hayes
- Aine McCarthy
- Aine McElroy
- Aisha Kalsoom Mufti
- Aisling Gavin
- Aisling Murphy
- Akram Zaaqoq
- Al-Awwab Dabaliz
- Alan Hartman
- Alasdair Nazerali-Maitland
- Albert Groenendijk
- Alberto Cucino
- Alberto Sotto
- Alberto Uribe
- Alberto Zanella
- Albertus Beishuizen
- Aldo Rafael
- Aldric Manuel
- Alejandro Martin-Quiros
- Aleksander Rygh Holten
- Aleksandr Beljantsev
- Alessandra Martinelli
- Alessandra Notari
- Alex Browne
- Alexa Debard
- Alexander Daniel Cornet
- Alexander J Mentzer
- Alexander King
- Alexander Zoufaly
- Alexandra Bedossa
- Alexandra Coelho
- Alexandra Sperry
- Alexandre Ducancelle
- Alexandre Gaymard
- Alexandre Hoctin
- Alexandros Cavayas
- Alfredo Antonio Chetta
- Ali Abbas
- Ali Ait Hssain
- Ali Hachemi
- Ali Liaquat
- Ali Raza
- Alice Bogaarts
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Alison M Meynert
- Alistair Nichol
- Allegra Chatterjee
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- Amanda Corley
- Amanda Palacios
- Amanda Rojek
- Amanda Rojek 5
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amiel A Dror
- Amin Khawaja
- Amina Meziane
- Amirul Asyraf
- Amna Faheem
- Amy Hackmann
- Amy Lester-Grant
- Amy Stone
- Amélie Valran
- Ana Aroca
- Ana Catarino
- Ana Chora Sousa
- Ana da Silva Filipe
- Ana Freitas Ribeiro
- Ana Isabel de Pinho Oliveira
- Ana L Rios
- Ana Luiza Valle
- Ana Marques
- Ana Martins
- Ana Motos
- Ana Raquel Maia
- Anais Rampello
- Anand Thakur
- Anant Kataria
- Anatoliy Gavrylov
- Anca Streinu-Cercel
- Anders Benjamin Kildal
- Anders Benteson Nygaard
- Anders Tveita
- Andra-Maris Post
- Andre Real
- Andrea Angheben
- Andrea Cortegiani
- Andrea Dell'Amore
- Andrea Dias
- Andrea Kelly
- Andrea Rossanese
- Andrea Ticinesi
- Andrea Villoldo
- Andreas Lind
- Andrew Acker
- Andrew Dagens
- Andrew Dagens 5
- Andrew Hershey
- Andrew Law
- Andrew Letizia
- Andrew Udy
- Andrey A Svistunov
- Andriy Bal
- André Cabie
- André Dias
- André Roberto
- Andrés Orquera
- Andy Dong
- Andy Law
- Aneela Altaf
- Angel Asensio
- Angel Sanchez-Miralles
- Angela Alberti
- Anika Atique
- Anilawati Mat Jelani
- Anissa Chair
- Anja Grosse Lordemann
- Anjellica Chen
- Ankana Satya
- Anna Beltrame
- Anna Ciullo
- Anna Greti Everding
- Anna Jung
- Anne Conrad
- Anne Guillaumot
- Anne Margarita Dyrhol-Riise
- Anne McCarthy
- Anne Opavsky
- Anne-Hélène Boivin
- Anne-Marie Guerguerian
- Anne-Sophie Boureau
- Anne-Sophie Resseguier
- Annelies Verbon
- Annemarie B Docherty
- Annmarie O Callaghan
- Annmarie O'Callaghan
- Ansley Hamer
- Anthony L Loschner
- Anthony Lemeur
- Anthony Nghi
- Antoine Cheret
- Antoine Khalil
- Antoine Kimmoun
- Antoine Merckx
- Anton Prinssen
- Antoni Torres
- Antonia Ho
- Antonia Ricchiuto
- Antonio Arcadipane
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- Petr Glybochko
- Phil Gallagher
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- Philippine Eloy
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- Phoebe Ampaw
- Phouvieng Douangdala
- Piero L Olliaro
- Piero L Olliaro 5
- Piero Valentini
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- Pierre Jaquet
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- Pierre-Adrien Bolze
- Pierre-François Sandrine
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- Pramesh Sundar Shrestha
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- Prompak Nitayavardhana
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- Quratul Ain Khan
- Rachael McConnochie
- Rachael Parke
- Rachel Cregan
- Rachida Ouissa
- Rafael Freitas de Oliveira França
- Rafael León
- Rafael Mahieu
- Rajavardhan Rangappa
- Rajyabardhan Pattnaik
- Rakesh Arora
- Rana Imran Sikander
- Raph L Hamers
- Raphaël Borie
- Raphaël Favory
- Raquel Pinto
- Rashan Haniffa
- Rashid Nasim Khan
- Rasidah Bt Senian
- Raul Neto
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- Rebecca Hamidfar
- Rebecca Holt
- Rebekha Garcia
- Renata Barbalho
- Renato Reis
- Renaud Tamisier
- Renee Douma
- Ricard Ferrer-Roca
- Ricardo Fritz
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- Riinu Pius
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- Tharwat Aisa
- Thavamany Kaleesvran
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- Thierry Carmoi
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- Thipsavanh Bounphiengsy
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- Thomas Maitre
- Thomas Perpoint
- Thomas Staudinger
- Thushan de Silva
- Théo Treoux
- Tiago Isidoro
- Tiago Reyes
- Tiffany Trouillon
- Timo Brandenburger
- Timothy M Uyeki
- Ting Soo Chow
- Tiphaine Goulenok
- Tiziana Meschi
- Tjard Schermer
- Todd C Lee
- Todd Karsies
- Tom Drake
- Tom Fletcher
- Tom Solomon
- Tomoyuki Endo
- Toni Duculan
- Tony Trapani
- Toshiki Yokoyama
- Touxiong Yiaye
- Triona Downer
- Tristan Gigante
- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- Tânia Sequeira
- Vadim Tieroshyn
- Valentine Campana
- Valeria Balan
- Valeria Balan 5
- Valla Sahraei
- Valérie Gaborieau
- Valérie Garrait
- Valérie Gissot
- Vanessa Sancho-Shimizu
- Vanessa Teotonio
- Vanina Meysonnier
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Manda
- Victoria McEneany
- Victoria Shaw
- Vieri Parrini
- Viladeth Praphasiri
- Vilmaris Quinones-Cardona
- Vincent Dinot
- Vincent Dubee
- Vincent Enouf
- Vincent Langlois
- Vincent Le Moing
- Vincent Peigne
- Vincent Pestre
- Vincent Thibault
- Vinothini Krishnan
- Virginie Williams
- Vladislav Mihnovit
- Volkan Korten
- Véronique Lemee
- Víctor Quirós González
- Waasila Jassat
- Wai Ching Sin
- Walter Picard
- Wan Fadzlina Wan Muhd Shukeri
- Wei Han Hoh
- Wei Shen Lim
- Wendy S Barclay
- William A Paxton
- William Dechert
- William Finlayson
- William Greenhalf
- Wilna Oosthuyzen
- Wim Dieperink
- Wing Yiu Ng
- Xavier Duval
- Xavier Sánchez Choez
- Xin Ci Wong
- Yael Dishon
- Yan Chyi Tan
- Yanay Gorelik
- Yaseen Arabi
- Yasmin Gani
- Yazdan Yazdanpanah
- Yen Tsen Saw
- Yew Sing Wong
- Yi Bin Ho
- Yi Lin Lee
- Yih-Sharng Chen
- Ymkje Stienstra
- Yoan Lavie-Badie
- Yoann Donohue
- Yock Ping Chow
- Younes Ait Tamlihat
- Younes Kerroumi
- Yuli V Fuentes 1
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zhang Duan Tham
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2022
- Field of study
The International Severe Acute Respiratory and Emerging Infection Consortium (ISARIC) COVID-19 dataset is one of the largest international databases of prospectively collected clinical data on people hospitalized with COVID-19. This dataset was compiled during the COVID-19 pandemic by a network of hospitals that collect data using the ISARIC-World Health Organization Clinical Characterization Protocol and data tools. The database includes data from more than 705,000 patients, collected in more than 60 countries and 1,500 centres worldwide. Patient data are available from acute hospital admissions with COVID-19 and outpatient follow-ups. The data include signs and symptoms, pre-existing comorbidities, vital signs, chronic and acute treatments, complications, dates of hospitalization and discharge, mortality, viral strains, vaccination status, and other data. Here, we present the dataset characteristics, explain its architecture and how to gain access, and provide tools to facilitate its use