ABC2-SPH risk score for in-hospital mortality in COVID-19 patients: development, external validation and comparison with other available scores

Autor: Mariana Frizzo de Godoy, Luana Martins Oliveira, Christiane Correa Rodrigues cimini, Fernando Antônio Botoni, Raquel Lutkmeier, Neimy Ramos de Oliveira, Andre Pinheiro Weber, Roberta Xavier Campos, Andressa Barreto Glaeser, Cintia Alcantara de Carvalho, Renan Goulart Finger, Israel Júnior Borges do Nascimento, Yuri Carlotto Ramires, Carolina Marques Ramos, Angelinda Rezende Bhering, Karina Paula Medeiros Prado Martins, Julia Drumond Parreiras de Morais, Rufino de Freitas Silva, Heloisa Reniers Vianna, Amanda de Oliveira Maurilio, Luis Cesar Souto de Moura, Giovanna Grunewald Vietta, Alexandre Vargas Schwarzbold, Daniel Taiar Marinho Oliveira Ferrara, Maíra Viana Rego Souza-Silva, Milton Henriques Guimarães-Júnior, Luís César de Castro, Thaiza Simonia Marinho Albino de Araujo, Silvia Ferreira Araujo, Caroline Danubia Gomes, Marilia Mastrocolla de Almeida Cardoso, Berta Raventós, Milena Soriano Marcolino, Saionara Cristina Francisco, Rafael Guimarães Tavares da Silva, José Miguel Chatkin, Carisi Anne Polanczyk, Raphael Castro Martins, Lucas de Deus Sousa, Susany Anastacia Pereira, Eric Boersma, Pedro Ledic Assaf, Patricia Klarmann Ziegelmann, Karen Cristina Jung Rech Pontes, Tatiana Kurtz, Roger Mendes de Abreu, Petrônio José de Lima Martelli, Angelica Aparecida Coelho Madureira, Carla Thais Candida Alves da Silva, Lilian Santos Pinheiro, Luanna da Silva Monteiro, Frederico Bartolazzi, Kauane Aline Maciel dos Santos, Natalia Lima Rangel, Marcela Goncalves Trindade Tofani, Maria Aparecida Camargos Bicalho, Natalia da Cunha Severino Sampaio, Virginia Mara Reis Gomes, Maria Angelica Pires Ferreira, Luisa Elem Almeida Santos, Bruno Mateus de Castro, Thaís Lorenna Souza Sales, Ana Luiza Bahia Alves Scotton, Joanna d'Arc L. Batista, Fernando Graca Aranha, Thainara Conceicao de Oliveira, Fernando Anschau, Felipe Barbosa Vallt, Thulio Henrique Oliveira Diniz, Rafael Lima Rodrigues de Carvalho, Guilherme Fagundes Nascimento, Roberta Pozza, Elayne Crestani Pereira, Máderson Alvares de Souza Cabral, Rodolfo Lucas Silva Mourato, Isabela Moraes Gomes, Julia Di Sabatino Santos Guimaraes, Ana Paula Beck da Silva Etges, Luciana Siuves Ferreira Couto, Gisele Alsina Nader Bastos, Juliana Machado Rugolo, Rochele Mosmann Menezes, L. E. F. Ramos, Liliane Souto Pacheco, Helena Carolina Noal, Veridiana Baldon dos Santos Santos, Henrique Cerqueira Guimaraes, Matheus Carvalho Alves Nogueira, Ricardo Bertoglio Cardoso, Glicia Cristina de Castro Madeira, Daniela Ponce, Helena Duani, Vitor Augusto Lima do Vale, Marcelo Carneiro, Leonardo Seixas de Oliveira, Talita Fischer Oliveira, Emanuele Marianne Souza Kroger, Israel Molina, Natalia Trifiletti Crespo, Edilson Cezar, Karen Brasil Ruschel, Tatiani Oliveira Fereguetti, Rafaela dos Santos Charao de Almeida, Joice Coutinho de Alvarenga, Maiara Anschau Floriani, Maira Dias Souza, Adrián Sánchez-Montalvá, Barbara Lopes Farace, Maria Clara Pontello Barbosa Lima, Meire Pereira de Figueiredo, Luciane Kopittke, Gabriela Petry Crestani, Andre Soares de Moura Costa, Silvana Mangeon Meirelles Guimarães, Fernanda Barbosa Lucas, Reginaldo Aparecido Valacio, Daniel Vitorio Silveira, Magda Carvalho Pires

Publikováno v: International Journal of Infectious Diseases, 110, 281-308. Elsevier
International Journal of Infectious Diseases, Vol 110, Iss, Pp 281-308 (2021)
International Journal of Infectious Diseases
Scopus
Repositório Institucional da UNESP
Universidade Estadual Paulista (UNESP)
instacron:UNESP
Scientia

Made available in DSpace on 2022-04-29T08:31:56Z (GMT). No. of bitstreams: 0 Previous issue date: 2021-09-01 Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) Objectives: The majority of available scores to assess mortality risk

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::69f6f877a7b953a6d4a1d3626f31fa8a
https://doi.org/10.1016/j.ijid.2021.07.049

Effectiveness, Explainability and Reliability of Machine Meta-Learning Methods for Predicting Mortality in Patients with COVID-19: Results of the Brazilian COVID-19 Registry

Autor: Polianna Delfino-Pereira, Cláudio Moisés Valiense De Andrade, Virginia Mara Reis Gomes, Maria Clara Pontello Barbosa Lima, Maira Viana Rego Souza-Silva, Marcelo Carneiro, Karina Paula Medeiros Prado Martins, Thaís Lorenna Souza Sales, Rafael Lima Rodrigues De Carvalho, Magda Carvalho Pires, Lucas Emanuel Ferreira Ramos, Rafael T Silva, Adriana Falangola Benjamin Bezerra, Alexandre Vargas Schwarzbold, Aline Gabrielle Sousa Nunes, Amanda de Oliveira Maurilio, Ana Luiza Bahia Alves Scotton, André Soares de Moura Costa, Andriele Abreu Castro, Bárbara Lopes Farace, Christiane Corrêa Rodrigues Cimini, Cíntia Alcântara De Carvalho, Daniel Vitorio Silveira, Daniela Ponce, Elayne Crestani Pereira, Euler Roberto Fernandes Manenti, Evelin Paola de Almeida Cenci, Fernanda Barbosa Lucas, Fernanda d’Athayde Rodrigues, Fernando Anschau, Fernando Antônio Botoni, Fernando Graça Aranha, Frederico Bartolazzi, Gisele Alsina Nader Bastos, Giovanna Grunewald Vietta, Guilherme Fagundes Nascimento, Helena Carolina Noal, Helena Duani, Heloísa Reniers Vianna, Henrique Cerqueira Guimarães, Isabela Moraes Gomes, Jamille Hemerito Salles Martins Costa, Jessica Rayane Corrêa Silva Da Fonseca, Júlia Di Sabatino Santos Guimarães, Júlia Drumond Parreiras De Morais, Juliana Machado Rugolo, Joanna d’Arc Lyra Batista, Joice Coutinho De Alvarenga, José Miguel Chatkin, Karen Brasil Ruschel, Leila Beltrami Moreira, Leonardo Seixas De Oliveira, Liege Barella Zandona, Lilian Santos Pinheiro, Luanna da Silva Monteiro, Lucas de Deus Sousa, Luciane Kopittke, Luciano de Souza Viana, Luís César De Castro, Luísa Argolo Assis, Luísa Elem Almeida Santos, Maderson Álvares de Souza Cabral, Magda Cesar Raposo, Maiara Anschau Floriani, Maria Angélica Pires Ferreira, Maria Aparecida Camargos Bicalho, Mariana Frizzo De Godoy, Matheus Carvalho Alves Nogueira, Meire Pereira De Figueiredo, Milton Henriques Guimarães Júnior, Monica Aparecida de Paula De Sordi, Natália da Cunha Severino Sampaio, Neimy Ramos De Oliveira, Pedro Ledic Assaf, Raquel Lutkmeier, Reginaldo Aparecido Valacio, Renan Goulart Finger, Rochele Mosmann Menezes, Rufino de Freitas Silva, Saionara Cristina Francisco, Silvana Mangeon Meireles Guimaraes, Silvia Ferreira Araujo, Talita Fischer Oliveira, Tatiana Kurtz, Tatiana Oliveira Fereguetti, Thainara Conceição De Oliveira, Túlio Henrique Oliveira Diniz, Yara Cristina Neves Marques Barbosa Ribeiro, Yuri Carlotto Ramires, Marcos André Gonçalves, Milena Soriano Marcolino, Bruno Barbosa Miranda de Paiva

The majority prognostic scores proposed for early assessment of coronavirus disease 19 (COVID-19) patients are bounded by methodological flaws. Our group recently developed a new risk score - ABC2SPH - using traditional statistical methods (least abs

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9cb4f6970bb48d25a86b620d19a4e59b
https://doi.org/10.21203/rs.3.rs-1164411/v1

Effectiveness, Explainability and Reliability of Machine Meta-Learning Methods for Predicting Mortality in Patients with COVID-19: Results of the Brazilian COVID-19 Registry

Autor: Daniela Ponce, Roberta Senger, Rufino de Freitas Silva, Elayne Crestani Pereira, Pedro Ledic Assaf, Maria Angelica Pires Ferreira, Adriana Falangola Benjamin Bezerra, Heloisa Reniers Vianna, Milena Soriano Marcolino, Saionara Cristina Francisco, Natalia da Cunha Severino Sampaio, Fernanda D'Athayde Rodrigues, Maiara Anschau Floriani, Ana Luiza Bahia Alves Scotton, Fernando Graca Aranha, Neimy Ramos de Oliveira, Yara Neves Marques Barbosa Ribeiro, Máderson Alvares de Souza Cabral, Maria Aparecida Camargos Bicalho, Giovanna Grunewald Vietta, José Miguel Chatkin, Maria Clara Pontello Barbosa Lima, Thaís Lorenna Souza Sales, Thainara Conceicao de Oliveira, Amanda de Oliveira Maurilio, Barbara Lopes Farace, Cláudio Moisés Valiense de Andrade, Rochele Mosmann Menezes, Milton Henriques Guimaraes Junior, Raquel Lutkmeier, Magda Cesar Raposo, Renan Goulart Finger, Marcelo Carneiro, Tatiana Kurtz, Andriele Abreu Castro, Fernando Anschau, Lucas de Deus Sousa, Mariana Frizzo de Godoy, Luisa Elem Almeida Santos, Meire Pereira de Figueiredo, Luciane Kopittke, Monica Aparecida de Paula De Sordi, Leonardo Seixas de Oliveira, Christiane Correa Rodrigues cimini, Luciano de Souza Viana, Talita Fischer Oliveira, Yuri Carlotto Ramires, Fernando Antônio Botoni, Luisa Argolo Assis, Polianna Delfino Pereira, Cintia Alcantara de Carvalho, Rafael Guimarães Tavares da Silva, Bruno Barbosa Miranda de Paiva, Andre Soares de Moura Costa, Guilherme Fagundes Nascimento, Joice Coutinho de Alvarenga, Gisele Alsina Nader Bastos, Rafael Lima Rodrigues de Carvalho, Karina Paula Medeiros Prado Martins, Julia Drumond Parreiras de Morais, Matheus Carvalho Alves Nogueira, Luís César de Castro, Helena Duani, Julia Di Sabatino Santos Guimaraes, Alexandre Vargas Schwarzbold, Helena Carolina Noal, Virginia Mara Reis Gomes, Thulio Henrique Oliveira Diniz, Evelin Paola de Almeida Cenci, Marcos André Gonçalves, Jamille Hemetrio Salles Martins Costa, Lilian Santos Pinheiro, Maíra Viana Rego Souza e Silva, Silvia Ferreira Araujo, Aline Gabrielle Sousa Nunes, Luanna da Silva Monteiro, Frederico Bartolazzi, Leila Beltrami Moreira, Fernanda Barbosa Lucas, Reginaldo Aparecido Valacio, Daniel Vitorio Silveira, Magda Carvalho Pires, L. E. F. Ramos, Joanna d'Arc Lyra Batista, Henrique Cerqueira Guimaraes, Euler Roberto Fernandes Manenti, Isabela Moraes Gomes, Karen Brasil Ruschel, Tatiani Oliveira Fereguetti, Silvana Mangeon Mereilles Guimaraes, Liege Barella Zandona, Jessica Rayane Correa Silva da Fonseca, Juliana Machado Rugolo

ObjectiveTo provide a thorough comparative study among state-of-the-art machine learning methods and statistical methods for determining in-hospital mortality in COVID-19 patients using data upon hospital admission; to study the reliability of the pr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::55770af071962149e2d1fb907b9fe33d
https://doi.org/10.1101/2021.11.01.21265527

Clinical characteristics and outcomes of COVID-19 patients with preexisting dementia: a large multicenter propensity-matched Brazilian cohort study

Autor: Maria Aparecida Camargos Bicalho, Márlon Juliano Romero Aliberti, Polianna Delfino-Pereira, Victor Schulthais Chagas, Patryk Marques da Silva Rosa, Magda Carvalho Pires, Lucas Emanuel Ferreira Ramos, Adriana Falangola Benjamin Bezerra, Ana Beatriz de Castro Feres, Angélica Gomides dos Reis Gomes, Angelinda Rezende Bhering, Bruno Porto Pessoa, Carla Thais Cândida Alves da Silva, Christiane Corrêa Rodrigues Cimini, Claudia Kimie Suemoto, Cristiana Andrade Coelho Dias, Daniela dos Reis Carazai, Daniela Ponce, Danyelle Romana Alves Rios, Euler Manenti, Fernando Anschau, Joanna d‘Arc Lyra Batista, Joice Coutinho de Alvarenga, Julia Avancini Viguini, Julia Mariot Zanellato, Juliana Machado Rugolo, Karen Brasil Ruschel, Leticia do Nascimento, Luanna Silva Monteiro Menezes, Lucas Moyses Carvalho de Oliveira, Luís César de Castro, Luiz Antônio Nasi, Marcelo Carneiro, Maria Angélica Pires Ferreira, Mariana Frizzo de Godoy, Milton Henriques Guimarães-Júnior, Neimy Ramos de Oliveira, Patricia Klarmann Ziegelmann, Paula Fonseca Porto, Paulo Mascarenhas Mendes, Pedro Gibson Paraíso, Priscilla Pereira dos Reis, Saionara Cristina Francisco, Silvia Ferreira Araújo, Thiago Junqueira Avelino-Silva, Milena Soriano Marcolino

Publikováno v: BMC Geriatrics, Vol 24, Iss 1, Pp 1-11 (2024)

Abstract Background Although dementia has emerged as an important risk factor for severe SARS-CoV-2 infection, results on COVID-19-related complications and mortality are not consistent. We examined the clinical presentations and outcomes of COVID-19

Externí odkaz: https://doaj.org/article/5a0424ccd2074da5a64c4197c022b8d1

Corrigendum: Assessment of risk scores to predict mortality of COVID-19 patients admitted to the intensive care unit

Autor: Matheus Carvalho Alves Nogueira, Vandack Nobre, Magda Carvalho Pires, Lucas Emanuel Ferreira Ramos, Yara Cristina Neves Marques Barbosa Ribeiro, Rubia Laura Oliveira Aguiar, Flavia Maria Borges Vigil, Virginia Mara Reis Gomes, Camila de Oliveira Santos, Davi Mesquita Miranda, Pamela Andrea Alves Durães, Josiane Moreira da Costa, Alexandre Vargas Schwarzbold, Angélica Gomides dos Reis Gomes, Bruno Porto Pessoa, Carolina Cunha Matos, Christiane Corrêa Rodrigues Cimini, Cíntia Alcântara de Carvalho, Daniela Ponce, Euler Roberto Fernandes Manenti, Evelin Paola de Almeida Cenci, Fernando Anschau, Flávia Carvalho Cardoso Costa, Francine Janaina Magalhães Nascimento, Frederico Bartolazzi, Genna Maira Santos Grizende, Heloisa Reniers Vianna, Jomar Cristeli Nepomuceno, Karen Brasil Ruschel, Liege Barella Zandoná, Luís César de Castro, Maíra Dias Souza, Marcelo Carneiro, Maria Aparecida Camargos Bicalho, Mariana do Nascimento Vilaça, Naiara Patrícia Fagundes Bonardi, Neimy Ramos de Oliveira, Raquel Lutkmeier, Saionara Cristina Francisco, Silvia Ferreira Araújo, Polianna Delfino-Pereira, Milena Soriano Marcolino

Publikováno v: Frontiers in Medicine, Vol 11 (2024)

Externí odkaz: https://doaj.org/article/0cf8596c6a8f4060b60f93c21ae72995