Potential and limitations of machine meta-learning (ensemble) methods for predicting COVID-19 mortality in a large inhospital Brazilian dataset

Autor: Bruno Barbosa Miranda de Paiva, Polianna Delfino Pereira, Claudio Moisés Valiense de Andrade, Virginia Mara Reis Gomes, Maira Viana Rego Souza-Silva, Karina Paula Medeiros Prado Martins, Thaís Lorenna Souza Sales, Rafael Lima Rodrigues de Carvalho, Magda Carvalho Pires, Lucas Emanuel Ferreira Ramos, Rafael Tavares Silva, Alessandra de Freitas Martins Vieira, Aline Gabrielle Sousa Nunes, Alzira de Oliveira Jorge, Amanda de Oliveira Maurílio, Ana Luiza Bahia Alves Scotton, Carla Thais Candida Alves da Silva, Christiane Corrêa Rodrigues Cimini, Daniela Ponce, Elayne Crestani Pereira, Euler Roberto Fernandes Manenti, Fernanda d’Athayde Rodrigues, Fernando Anschau, Fernando Antônio Botoni, Frederico Bartolazzi, Genna Maira Santos Grizende, Helena Carolina Noal, Helena Duani, Isabela Moraes Gomes, Jamille Hemétrio Salles Martins Costa, Júlia di Sabatino Santos Guimarães, Julia Teixeira Tupinambás, Juliana Machado Rugolo, Joanna d’Arc Lyra Batista, Joice Coutinho de Alvarenga, José Miguel Chatkin, Karen Brasil Ruschel, Liege Barella Zandoná, Lílian Santos Pinheiro, Luanna Silva Monteiro Menezes, Lucas Moyses Carvalho de Oliveira, Luciane Kopittke, Luisa Argolo Assis, Luiza Margoto Marques, Magda Cesar Raposo, Maiara Anschau Floriani, Maria Aparecida Camargos Bicalho, Matheus Carvalho Alves Nogueira, Neimy Ramos de Oliveira, Patricia Klarmann Ziegelmann, Pedro Gibson Paraiso, Petrônio José de Lima Martelli, Roberta Senger, Rochele Mosmann Menezes, Saionara Cristina Francisco, Silvia Ferreira Araújo, Tatiana Kurtz, Tatiani Oliveira Fereguetti, Thainara Conceição de Oliveira, Yara Cristina Neves Marques Barbosa Ribeiro, Yuri Carlotto Ramires, Maria Clara Pontello Barbosa Lima, Marcelo Carneiro, Adriana Falangola Benjamin Bezerra, Alexandre Vargas Schwarzbold, André Soares de Moura Costa, Barbara Lopes Farace, Daniel Vitorio Silveira, Evelin Paola de Almeida Cenci, Fernanda Barbosa Lucas, Fernando Graça Aranha, Gisele Alsina Nader Bastos, Giovanna Grunewald Vietta, Guilherme Fagundes Nascimento, Heloisa Reniers Vianna, Henrique Cerqueira Guimarães, Julia Drumond Parreiras de Morais, Leila Beltrami Moreira, Leonardo Seixas de Oliveira, Lucas de Deus Sousa, Luciano de Souza Viana, Máderson Alvares de Souza Cabral, Maria Angélica Pires Ferreira, Mariana Frizzo de Godoy, Meire Pereira de Figueiredo, Milton Henriques Guimarães-Junior, Mônica Aparecida de Paula de Sordi, Natália da Cunha Severino Sampaio, Pedro Ledic Assaf, Raquel Lutkmeier, Reginaldo Aparecido Valacio, Renan Goulart Finger, Rufino de Freitas, Silvana Mangeon Meirelles Guimarães, Talita Fischer Oliveira, Thulio Henrique Oliveira Diniz, Marcos André Gonçalves, Milena Soriano Marcolino

Publikováno v: Scientific Reports, Vol 13, Iss 1, Pp 1-18 (2023)

Abstract The majority of early prediction scores and methods to predict COVID-19 mortality are bound by methodological flaws and technological limitations (e.g., the use of a single prediction model). Our aim is to provide a thorough comparative stud

Externí odkaz: https://doaj.org/article/1e9a5a30d36940cab636f04ceac67f26

Development and validation of the MMCD score to predict kidney replacement therapy in COVID-19 patients

Autor: Flávio de Azevedo Figueiredo, Lucas Emanuel Ferreira Ramos, Rafael Tavares Silva, Daniela Ponce, Rafael Lima Rodrigues de Carvalho, Alexandre Vargas Schwarzbold, Amanda de Oliveira Maurílio, Ana Luiza Bahia Alves Scotton, Andresa Fontoura Garbini, Bárbara Lopes Farace, Bárbara Machado Garcia, Carla Thais Cândida Alves da Silva, Christiane Corrêa Rodrigues Cimini, Cíntia Alcantara de Carvalho, Cristiane dos Santos Dias, Daniel Vitório Silveira, Euler Roberto Fernandes Manenti, Evelin Paola de Almeida Cenci, Fernando Anschau, Fernando Graça Aranha, Filipe Carrilho de Aguiar, Frederico Bartolazzi, Giovanna Grunewald Vietta, Guilherme Fagundes Nascimento, Helena Carolina Noal, Helena Duani, Heloisa Reniers Vianna, Henrique Cerqueira Guimarães, Joice Coutinho de Alvarenga, José Miguel Chatkin, Júlia Drumond Parreiras de Morais, Juliana Machado-Rugolo, Karen Brasil Ruschel, Karina Paula Medeiros Prado Martins, Luanna Silva Monteiro Menezes, Luciana Siuves Ferreira Couto, Luís César de Castro, Luiz Antônio Nasi, Máderson Alvares de Souza Cabral, Maiara Anschau Floriani, Maíra Dias Souza, Maira Viana Rego Souza-Silva, Marcelo Carneiro, Mariana Frizzo de Godoy, Maria Aparecida Camargos Bicalho, Maria Clara Pontello Barbosa Lima, Márlon Juliano Romero Aliberti, Matheus Carvalho Alves Nogueira, Matheus Fernandes Lopes Martins, Milton Henriques Guimarães-Júnior, Natália da Cunha Severino Sampaio, Neimy Ramos de Oliveira, Patricia Klarmann Ziegelmann, Pedro Guido Soares Andrade, Pedro Ledic Assaf, Petrônio José de Lima Martelli, Polianna Delfino-Pereira, Raphael Castro Martins, Rochele Mosmann Menezes, Saionara Cristina Francisco, Silvia Ferreira Araújo, Talita Fischer Oliveira, Thainara Conceição de Oliveira, Thaís Lorenna Souza Sales, Thiago Junqueira Avelino-Silva, Yuri Carlotto Ramires, Magda Carvalho Pires, Milena Soriano Marcolino

Publikováno v: BMC Medicine, Vol 20, Iss 1, Pp 1-13 (2022)

Abstract Background Acute kidney injury (AKI) is frequently associated with COVID-19, and the need for kidney replacement therapy (KRT) is considered an indicator of disease severity. This study aimed to develop a prognostic score for predicting the

Externí odkaz: https://doaj.org/article/f0e4836c3df3467e884b96b861f1c259

»Da kommt ein Kurs, der ist in der Chemie so richtig gut« Wertschätzung von Schüler_innen im Spannungsverhältnis zwischen Sach- und Beziehungsebene

Autor: Johanna Uhrmacher, Jessica Trost, Sabrina Holz, Karina Paul

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::df36413a812e92ae5d30f948f4ff2b7e
https://doi.org/10.14361/transcript.9783839429099.37

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

Autor: Milena S. Marcolino, MD, MSc, PhD, Magda C. Pires, PhD, Lucas Emanuel F. Ramos, Rafael T. Silva, Luana M. Oliveira, MSc, Rafael L.R. Carvalho, PhD, Rodolfo Lucas S. Mourato, Adrián Sánchez-Montalvá, MD, PhD, Berta Raventós, MSc, Fernando Anschau, MD, PhD, José Miguel Chatkin, MD, PhD, Matheus C.A. Nogueira, MD, Milton H. Guimarães-Júnior, MD, MSc, Giovanna G. Vietta, MD, PhD, Helena Duani, MD, PhD, Daniela Ponce, MD, PhD, Patricia K. Ziegelmann, PhD, Luís C. Castro, PhD, Karen B. Ruschel, PhD, Christiane C.R. Cimini, MD, MSc, Saionara C. Francisco, MSc, Maiara A. Floriani, MSc, Guilherme F. Nascimento, MSc, Bárbara L. Farace, MD, Luanna S. Monteiro, MD, Maira V.R. Souza-Silva, MD, Thais L.S. Sales, MSc, Karina Paula M.P. Martins, MD, MSc, Israel J. Borges do Nascimento, Tatiani O. Fereguetti, MD, Daniel T.M.O. Ferrara, Fernando A. Botoni, MD, Ana Paula B.S. Etges, PhD, Alexandre V. Schwarzbold, MD, PhD, Amanda O. Maurílio, MD, Ana Luiza B.A. Scotton, MD, André P. Weber, André S.M. Costa, MD, Andressa B. Glaeser, Angélica Aparecida C. Madureira, MD, Angelinda R. Bhering, MD, Bruno Mateus de Castro, Carla Thais C.A. da Silva, Carolina M. Ramos, MD, Caroline D. Gomes, Cíntia A. de Carvalho, Daniel V. Silveira, MD, MSc, Edilson Cezar, Elayne C. Pereira, PhD, Emanuele Marianne S. Kroger, MD, Felipe B. Vallt, Fernanda B. Lucas, MD, Fernando G. Aranha, MD, Frederico Bartolazzi, MD, MSc, Gabriela P. Crestani, Gisele A.N. Bastos, MD, ScD, Glícia Cristina de C. Madeira, MD, Helena Carolina Noal, MSc, Heloisa R. Vianna, MD, MSc, Henrique C. Guimarães, MD, PhD, Isabela M. Gomes, Israel Molina, MD, PhD, Joanna d'Arc L. Batista, MD, PhD, Joice C. de Alvarenga, MD, Júlia D.S.S. Guimarães, MD, Júlia D.P. de Morais, MD, Juliana M. Rugolo, Karen Cristina J.R. Pontes, Kauane Aline M. dos Santos, Leonardo S. de Oliveira, Lílian S. Pinheiro, Liliane S. Pacheco, MD, MSc, Lucas de D. Sousa, MD, Luciana S.F. Couto, Luciane Kopittke, PhD, Luis Cesar S. de Moura, PhD, Luisa Elem A. Santos, Máderson A.S. Cabral, MD, Maíra D. Souza, MD, Marcela G.T. Tofani, MD, Marcelo Carneiro, MD, PhD, Maria Angélica P. Ferreira, PhD, Maria Aparecida C. Bicalho, MD, PhD, Maria Clara P.B. Lima, Mariana F. Godoy, MD, Marilia M.A. Cardoso, PhD, Meire P. Figueiredo, Natália C.S. Sampaio, Natália L. Rangel, MD, Natália T. Crespo, MD, Neimy R. de Oliveira, MD, Pedro L. Assaf, MD, Petrônio José de L. Martelli, MD, PhD, Rafaela S.C. Almeida, Raphael C. Martins, Raquel Lutkmeier, Reginaldo Aparecido Valacio, Renan G. Finger, MD, Ricardo B. Cardoso, MSc, Roberta Pozza, MD, PhD, Roberta X. Campos, MD, Rochele M. Menezes, MD, Roger M. de Abreu, MD, Rufino de F. Silva, MD, Silvana M.M. Guimarães, MD, Silvia F. Araújo, MD, Susany Anastácia Pereira, Talita F. Oliveira, MD, Tatiana Kurtz, MD, PhD, Thainara C. de Oliveira, Thaíza Simônia M.A. Araújo, Thulio Henrique O. Diniz, MD, Veridiana B. dos Santos, Virginia Mara R. Gomes, Vitor Augusto L. do Vale, Yuri C. Ramires, MD, Eric Boersma, MD, PhD, Carisi A. Polanczyk, MD, PhD

Publikováno v: International Journal of Infectious Diseases, Vol 110, Iss , Pp 281-308 (2021)

Objectives: The majority of available scores to assess mortality risk of coronavirus disease 2019 (COVID-19) patients in the emergency department have high risk of bias. Therefore, this cohort aimed to develop and validate a score at hospital admissi

Externí odkaz: https://doaj.org/article/72d2ab38013b4648b8a55f0904cc1d7a

Reactional ultrasonic systems and microwave irradiation for pretreatment of agro-industrial waste to increase enzymatic activity

Autor: Fabiane Fernanda Czapela, Simone Kubeneck, Karina Paula Preczeski, Caroline Dalastra, Thamarys Scapini, Charline Bonatto, Fábio Spitza Stefanski, Aline Frumi Camargo, Jessica Zanivan, Altemir José Mossi, Gislaine Fongaro, Helen Treichel

Publikováno v: Bioresources and Bioprocessing, Vol 7, Iss 1, Pp 1-13 (2020)

Abstract Pretreatment of keratinous residues using an ultrasonic reaction system provides greater enzymatic production in less time. This is a promising technology for measuring enzyme activity and microwave processes. In the present work, an ultraso

Externí odkaz: https://doaj.org/article/2d647cdce7724448a681c97e7ae3e26f