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Luísa Elem Almeida Santos

ORCID: 0000-0003-0264-5497
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A5059387929
Research Areas
  • COVID-19 and healthcare impacts
  • Parasitic Diseases Research and Treatment
  • COVID-19 Clinical Research Studies
  • COVID-19 Impact on Reproduction
  • Sepsis Diagnosis and Treatment
  • Parasites and Host Interactions
  • Trypanosoma species research and implications
  • Rural Development and Agriculture
  • Advanced Neuroimaging Techniques and Applications
  • Dental Trauma and Treatments
  • COVID-19 diagnosis using AI
  • Artificial Intelligence in Healthcare
  • Education Pedagogy and Practices
  • Machine Learning in Healthcare
  • Maternal Mental Health During Pregnancy and Postpartum
  • Neurobiology of Language and Bilingualism
  • Global Maternal and Child Health
  • Histiocytic Disorders and Treatments
  • Linguistics and Education Research
  • COVID-19 epidemiological studies
  • Maternal and fetal healthcare
  • Dental Erosion and Treatment
  • Global Health Care Issues
  • Resilience and Mental Health
  • Nosocomial Infections in ICU

Hospital Santa Izabel
 2024

Centro Universitário de Patos de Minas
 2021-2022

San Antonio Regional Hospital
 2021-2022

 Clinical characteristics and outcomes of patients hospitalized with COVID-19 in Brazil: Results from the Brazilian COVID-19 registry
OPENALEX - Publications 
Milena Soriano Marcolino Patrícia Klarmann Ziegelmann Maíra Viana Rego Souza-Silva Israel Júnior Borges do Nascimento Luana Martins Oliveira and 89 more Luanna S. Monteiro Thaís Lorenna Souza Sales Karen Brasil Ruschel Karina Paula Medeiros Prado Martins Ana Paula Beck da Silva Etges Israel Molina Carísi Anne Polanczyk Alexandre Vargas Schwarzbold Amanda de Oliveira Maurílio A. L. F. de Barros Ana Luiza Bahia Alves Scotton Alfonso J. Rodríguez‐Morales Anderson Lacerda dos Reis André S. Costa Argenil José Assis de Oliveira Bárbara Lopes Farace Carla Thaís Cândida Alves da Silva Carolina Marques Ramos Christiane Corrêa Rodrigues Cimini Cíntia Alcântara de Carvalho Daniel Vitório Silveira Daniela Ponce Emanuele Marianne Souza Kroger Euler Roberto Fernandes Manenti Fernanda Barbosa Lucas Fernanda d’Athayde Rodrigues Fernando Anschau Fernando Antônio Botoni Frederico Bartolazzi Gabriela Petry Crestani Guilherme Fagundes Nascimento Helena Carolina Noal Helena Duani Heloísa Reniers Vianna Henrique Cerqueira Guimarães Joice Coutinho de Alvarenga Júlia Drumond Parreiras de Morais Juliana Machado-Rugolo Lara Monalyza Gonçalves Franco Leila Beltrami Moreira Leonardo Seixas de Oliveira Lílian Santos Pinheiro Liliane Souto Pacheco Luciane Kopittke Luciano de Souza Viana Luis Cesar Souto de Moura Luísa Elem Almeida Santos Máderson Alvares de Souza Cabral Maíra Dias Souza Marcela Gonçalves Trindade Tofani Marconi Franco da Silveira Marcus Vinícius Melo de Andrade Maria Angélica Pires Ferreira Maria Aparecida Camargos Bicalho Maria Auxiliadora Parreiras Martins Maria Clara Pontello Barbosa Lima Mariana Balbinot Borges Mariana de Braga Lima Carvalho Canesso Matheus Carvalho Alves Nogueira Meire Pereira de Figueiredo Milton Henriques Guimarães Júnior Mychelle Stefany Santos Almeida Mônica Aparecida de Paula de Sordi Natália da Cunha Severino Sampaio Neimy Ramos de Oliveira Paulo Tarso Lima Vianna Pedro Guido Soares Andrade Pedro Ledic Assaf Rafael Fusaro Aguiar Oliveira Rafael Lima Rodrigues de Carvalho Rafaela dos Santos Charão de Almeida Raphael Castro Martins Reginaldo Aparecido Valácio Ricardo Bertoglio Cardoso Ricardo Braga Coelho Roberta Pozza Rodolfo Lucas Silva Mourato Rodrigo Costa Pereira Vieira Roger Mendes de Abreu Rufino de Freitas Silva Saionara Cristina Francisco Silvana Mangeon Mereilles Guimarães Silvia Ferreira Araújo Talita Fischer Oliveira Tatiana de Vargas Tatiani Oliveira Fereguetti Thalita Martins Lage Thulio Henrique Oliveira Diniz Veridiana Baldon dos Santos

To describe the clinical characteristics, laboratory results, imaging findings, and in-hospital outcomes of COVID-19 patients admitted to Brazilian hospitals.A cohort study laboratory-confirmed who were hospitalized from March 2020 September in 25 hospitals. Data collected medical records using Research Electronic Capture (REDCap) tools. A multivariate Poisson regression model was used assess risk factors for mortality.For a total 2,054 (52.6% male; median age 58 years), mortality 22.0%;...

10.1016/j.ijid.2021.01.019 article EN cc-by-nc-nd International Journal of Infectious Diseases 2021-01-14
 ABC2-SPH risk score for in-hospital mortality in COVID-19 patients: development, external validation and comparison with other available scores
OPENALEX - Publications 
Milena Soriano Marcolino Magda Carvalho Pires Lucas Emanuel Ferreira Ramos Rafael T. Silva Luana Martins Oliveira and 95 more Rafael Lima Rodrigues de Carvalho Rodolfo Lucas Silva Mourato Adrián Sánchez‐Montalvá Berta Raventós Fernando Anschau José Miguel Chatkin Matheus Carvalho Alves Nogueira Milton Henriques Guimarães Júnior Giovanna Grünewald Vietta Helena Duani Daniela Ponce Patrícia Klarmann Ziegelmann Luís César de Castro Karen Brasil Ruschel Christiane Corrêa Rodrigues Cimini Saionara Cristina Francisco Maiara Anschau Floriani Guilherme Fagundes Nascimento Bárbara Lopes Farace Luanna S. Monteiro Maíra Viana Rego Souza-Silva Thaís Lorenna Souza Sales Karina Paula Medeiros Prado Martins Israel Júnior Borges do Nascimento Tatiani Oliveira Fereguetti Daniel T. M. O. Ferrara Fernando Antônio Botoni Ana Paula Beck da Silva Etges Alexandre Vargas Schwarzbold Amanda O. Maurílio Ana Luiza Bahia Alves Scotton André P. Weber André S. Costa Andressa Barreto Glaeser Angélica Aparecida Coelho Madureira Angelinda Rezende Bhering Bruno Mateus de Castro Carla Thais C.A. da Silva Carolina Marques Ramos Caroline Danubia Gomes Cíntia Alcântara de Carvalho Daniel Vitório Silveira Edilson Cezar Elayne Crestani Pereira Emanuele Marianne Souza Kroger Felipe Barbosa Vallt Fernanda Barbosa Lucas Fernando Graça Aranha Frederico Bartolazzi Gabriela Petry Crestani Gisele Alsina Nader Bastos Glícia Cristina de Castro Madeira Helena Carolina Noal Heloísa Reniers Vianna Henrique Cerqueira Guimarães Isabela Moraes Gomes Israel Molina Joanna d’Arc Lyra Batista Joice Coutinho de Alvarenga Júlia di Sabatino Santos Guimarães Júlia Drumond Parreiras de Morais Juliana Machado-Rugolo Karen Cristina J.R. Pontes Kauane Aline Maciel dos Santos Leonardo Seixas de Oliveira Lílian Santos Pinheiro Liliane Souto Pacheco Lucas de Deus Sousa Luciana Siuves Ferreira Couto Luciane Kopittke Luis Cesar Souto de Moura Luísa Elem Almeida Santos Máderson A.S. Cabral Maíra Dias Souza Marcela Gonçalves Trindade Tofani Marcelo Carneiro Maria Angélica Pires Ferreira Maria Aparecida Camargos Bicalho Maria Clara Pontello Barbosa Lima Mariana Frizzo de Godoy Marília Mastrocolla de Almeida Cardoso Meire Pereira de Figueiredo Natália C.S. Sampaio Natália L. Rangel Natália T. Crespo Neimy Ramos de Oliveira Pedro Ledic Assaf Petrônio José de Lima Martelli Rafaela Santos Charão de Almeida Raphael Castro Martins Raquel Lutkmeier Reginaldo Aparecido Valácio Renan Goulart Finger Ricardo Bertoglio Cardoso Roberta Pozza

10.1016/j.ijid.2021.07.049 article EN cc-by-nc-nd International Journal of Infectious Diseases 2021-07-24
 Chagas disease and SARS-CoV-2 coinfection does not lead to worse in-hospital outcomes
OPENALEX - Publications 
Israel Molina Milena Soriano Marcolino Magda Carvalho Pires Lucas Emanuel Ferreira Ramos Rafael Tavares Silva and 38 more Milton Henriques Guimarães Júnior Isaias José Ramos de Oliveira Rafael Lima Rodrigues de Carvalho Aline Gabrielle Sousa Nunes A. L. F. de Barros Ana Luiza Bahia Alves Scotton Angélica Aparecida Coelho Madureira Bárbara Lopes Farace Cíntia Alcântara de Carvalho Fernanda d’Athayde Rodrigues Fernando Anschau Fernando Antônio Botoni Guilherme Fagundes Nascimento Helena Duani Henrique Cerqueira Guimarães Joice Coutinho de Alvarenga Leila Beltrami Moreira Liege Barella Zandoná Luana Fonseca de Almeida Messias Luana Martins Oliveira Luciane Kopittke Luís César de Castro Luísa Elem Almeida Santos Máderson Alvares de Souza Cabral Maria Angélica Pires Ferreira Natália da Cunha Severino Sampaio Neimy Ramos de Oliveira Pedro Ledic Assaf Sofia Lopes Tatiani Oliveira Fereguetti Veridiana Baldon dos Santos Victor Eliel Bastos de Carvalho Yuri Carlotto Ramires Antônio Luiz Pinho Ribeiro Freddy Antonio Brito Moscoso Rogério de Moura Carísi Anne Polanczyk Maria Carmo Pereira Nunes

Abstract Chagas disease (CD) continues to be a major public health burden in Latina America. Information on the interplay between COVID-19 and CD is lacking. Our aim was assess clinical characteristics in-hospital outcomes of patients with COVID-19, compare it non-CD patients. Consecutive confirmed were included from March September 2020. Genetic matching for sex, age, hypertension, diabetes mellitus hospital performed 4:1 ratio. Of 7018 who had 31 124 matched controls (median age 72 (64–80)...

10.1038/s41598-021-96825-3 article EN cc-by Scientific Reports 2021-10-13
 Hospital characteristics associated with COVID-19 mortality: data from the multicenter cohort Brazilian Registry
OPENALEX - Publications 
Maíra Viana Rego Souza-Silva Patrícia Klarmann Ziegelmann Vandack Nobre Virgínia Mara Reis Gomes Ana Paula Beck da Silva Etges and 82 more Alexandre Vargas Schwarzbold Aline Gabrielle Sousa Nunes Amanda de Oliveira Maurílio Ana Luiza Bahia Alves Scotton André Soares de Moura Costa Andressa Barreto Glaeser Bárbara Lopes Farace Bruno Nunes Ribeiro Carolina Marques Ramos Christiane Corrêa Rodrigues Cimini Cíntia Alcântara de Carvalho Claudete Rempel Daniel Vitório Silveira Daniela dos Reis Carazai Daniela Ponce Elayne Crestani Pereira Emanuele Marianne Souza Kroger Euler Roberto Fernandes Manenti Evelin Paola de Almeida Cenci Fernanda Barbosa Lucas Fernanda Costa dos Santos Fernando Anschau Fernando Antônio Botoni Fernando Graça Aranha Filipe Carrilho de Aguiar Frederico Bartolazzi Gabriela Petry Crestani Giovanna Grünewald Vietta Guilherme Fagundes Nascimento Helena Carolina Noal Helena Duani Heloísa Reniers Vianna Henrique Cerqueira Guimarães Joice Coutinho de Alvarenga José Miguel Chatkin Júlia Drumond Parreiras de Morais Juliana da Silva Nogueira Carvalho Juliana Machado-Rugolo Karen Brasil Ruschel Lara de Barros Wanderley Gomes Leonardo Seixas de Oliveira Liege Barella Zandoná Lílian Santos Pinheiro Liliane Souto Pacheco Luanna Silva Monteiro Menezes Lucas de Deus Sousa Luis Cesar Souto de Moura Luísa Elem Almeida Santos Luiz Antônio Nasi Máderson Alvares de Souza Cabral Maiara Anschau Floriani Maíra Dias Souza Marcelo Carneiro Mariana Frizzo de Godoy Marília Mastrocolla de Almeida Cardoso Matheus Carvalho Alves Nogueira Mauro Oscar Soares de Souza Lima Meire Pereira de Figueiredo Milton Henriques Guimarães Júnior Natália da Cunha Severino Sampaio Neimy Ramos de Oliveira Pedro Guido Soares Andrade Pedro Ledic Assaf Petrônio José de Lima Martelli Raphael Castro Martins Reginaldo Aparecido Valácio Roberta Pozza Rochele Mosmann Menezes Rodolfo Lucas Silva Mourato Roger Mendes de Abreu Rufino de Freitas Silva Saionara Cristina Francisco Silvana Mangeon Mereilles Guimarães Silvia Ferreira Araújo Talita Fischer Oliveira Tatiana Kurtz Tatiani Oliveira Fereguetti Thainara Conceição de Oliveira Yara Cristina Neves Marques Barbosa Ribeiro Yuri Carlotto Ramires Carísi Anne Polanczyk Milena Soriano Marcolino

The COVID-19 pandemic caused unprecedented pressure over health care systems worldwide. Hospital-level data that may influence the prognosis in patients still needs to be better investigated. Therefore, this study analyzed regional socioeconomic, hospital, and intensive units (ICU) characteristics associated with in-hospital mortality admitted Brazilian institutions. This multicenter retrospective cohort is part of Registry. We enrolled ≥ 18 years old laboratory-confirmed participating...

10.1007/s11739-022-03092-9 article EN other-oa Internal and Emergency Medicine 2022-09-25
 Dysgraphia Following the Resection of a Left Parietal Glioma
OPENALEX - Publications 
E Almeida Luísa Elem Almeida Santos Igor Lima Maldonado

10.1007/978-3-031-61601-3_13 article EN cc-by Acta neurochirurgica. Supplementum 2024-11-21
 Hospital Characteristics Associated With COVID-19 Mortality: Data From the Multicenter Cohort Brazilian COVID-19 Registry
OPENALEX - Publications 
Maíra Viana Rego Souza-Silva Patrícia Klarmann Ziegelmann Vandack Nobre Virgínia Mara Reis Gomes Ana Paula Beck da Silva Etges and 82 more Alexandre Vargas Schwarzbold Aline Gabrielle Sousa Nunes Amanda de Oliveira Maurílio Ana Luiza Bahia Alves Scotton André Soares de Moura Costa Andressa Barreto Glaeser Bárbara Lopes Farace Bruno Nunes Ribeiro Carolina Marques Ramos Christiane Corrêa Rodrigues Cimini Cíntia Alcântara de Carvalho Claudete Rempel Daniel Vitório Silveira Daniela dos Reis Carazai Daniela Ponce Elayne Crestani Pereira Emanuele Marianne Souza Kroger Euler Roberto Fernandes Manenti Evelin Paola de Almeida Cenci Fernanda Barbosa Lucas Fernanda Costa dos Santos Fernando Anschau Fernando Antônio Botoni Fernando Graça Aranha Filipe Carrilho de Aguiar Frederico Bartolazzi Gabriela Petry Crestani Giovanna Grünewald Vietta Guilherme Fagundes Nascimento Helena Carolina Noal Helena Duani Heloísa Reniers Vianna Henrique Cerqueira Guimarães Joice Coutinho de Alvarenga José Miguel Chatkin Júlia Drumond Parreiras de Morais Juliana da Silva Nogueira Carvalho Juliana Machado-Rugolo Karen Brasil Ruschel Lara de Barros Wanderley Gomes Leonardo Seixas de Oliveira Liege Barella Zandoná Lílian Santos Pinheiro Liliane Souto Pacheco Luanna da Silva Monteiro Lucas de Deus Sousa Luis Cesar Souto de Moura Luísa Elem Almeida Santos Luiz Antônio Nasi Máderson Alvares de Souza Cabral Maiara Anschau Floriani Maíra Dias Souza Marcelo Carneiro Mariana Frizzo de Godoy Marília Mastrocolla de Almeida Cardoso Matheus Carvalho Alves Nogueira Mauro Oscar Soares de Souza Lima Meire Pereira de Figueiredo Milton Henriques Guimarães Júnior Natália da Cunha Severino Sampaio Neimy Ramos de Oliveira Pedro Guido Soares Andrade Pedro Ledic Assaf Petrônio José de Lima Martelli Raphael Castro Martins Reginaldo Aparecido Valácio Roberta Pozza Rochele Mosmann Menezes Rodolfo Lucas Silva Mourato Roger Mendes de Abreu Rufino de Freitas Silva Saionara Cristina Francisco Silvana Mangeon Mereilles Guimarães Silvia Ferreira Araújo Talita Fischer Oliveira Tatiana Kurtz Tatiani Oliveira Fereguetti Thainara Conceição de Oliveira Yara Cristina Neves Marques Barbosa Ribeiro Yuri Carlotto Ramires Carísi Anne Polanczyk Milena Soriano Marcolino

Background:The COVID-19 pandemic caused unprecedented pressure over health care systems, but hospital-level data that may influence the prognosis are not well-studied. Therefore, this study analyzed regional socioeconomic, hospital, and intensive units (ICU) characteristics associated with mortality in patients admitted to Brazilian institutions.Methods:This is a multicenter retrospective cohort. Patients from March September 2020, were enrolled. Data collected through hospital records,...

10.2139/ssrn.3979651 article EN SSRN Electronic Journal 2021-01-01
 Chagas disease and SARS-CoV-2 coinfection does not lead to worse in-hospital outcomes
OPENALEX - Publications 
Israel Molina Milena Soriano Marcolino Magda Carvalho Pires Lucas Emanuel Ferreira Ramos Rafael Tavares Silva and 38 more Milton Henriques Guimarães Júnior Isaias José de Oliveira Rafael Lima Rodrigues de Carvalho Aline Gabrielle Souza Nunes Ana Lara Rodrigues Monteiro Barros Ana Luiza Bahia Alves Scotton Angélica Aparecida Coelho Madureira Bárbara Lopes Farace Cíntia Alcantara Carvalho Fernanda d’Athayde Rodrigues Fernando Anschau Fernando Antônio Botoni Guilherme Fagundes Nascimento Helena Duani Henrique Cerqueira Guimarães Joice Coutinho Alvarenga Liege Barella Zandoná Leila Beltrami Moreira Luana Fonseca de Almeida Messias Luana Martins Oliveira Luciane Kopittke Luís César de Castro Luísa Elem Almeida Santos Máderson Alvares de Souza Cabral Maria Angélica Pires Ferreira Natália Cunha Severino Sampaio Neimy Ramos de Oliveira Pedro Ledic Assaf Sofia Lopes Tatiani Oliveira Fereguetti Veridiana Baldon dos Santos Victor Eliel Bastos de Carvalho Yuri Carlotto Ramires Antonio Luiz Ribeiro Freddy Antonio Brito Moscoso Rogério Moura Carísi Anne Polanczyk Maria Carmo Pereira Nunes

Abstract Chagas disease (CD) continues to be a major public health burden in Latina America. Information on the interplay between COVID-19 and CD is lacking. Our aim was assess clinical characteristics in-hospital outcomes of patients with COVID-19, compare it non-CD patients. Consecutive confirmed were included from March September 2020. Genetic matching for sex, age, hypertension, diabetes mellitus hospital performed 4:1 ratio. Of 7,018 who had 31 124 matched controls (median age 72...

10.21203/rs.3.rs-521695/v1 preprint EN cc-by Research Square (Research Square) 2021-07-29
 Mechanical Ventilation and Death During Pregnancy Complicated by COVID-19: A Prognostic Analysis from the Brazilian COVID-19 Registry Score
OPENALEX - Publications 
Zilma Silveira Nogueira Reis Regina Amélia Lopes Pessoa de Aguiar Thaís Lorenna Souza Sales Amanda de Oliveira Maurílio Ana Luiza Bahia Alves Scotton and 31 more Bárbara Lopes Farace Carolina Marques Ramos Christiane Corrêa Rodrigues Cimini Clareci Silva Cardoso Claudete Rempel Daniela Ponce Edilson Cezar Emanuele Marianne Souza Kroger Euler Roberto Fernandes Manenti Felipe Ferraz Martins Graça Aranha Fernando Anschau Gabriela Petry Crestani Gisele Alsina Nader Bastos Joice Coutinho de Alvarenga Juliana Machado-Rugolo Karen Brasil Ruschel Liege Barella Zandoná Lílian Santos Pinheiro Luana Yasmin Bochard Chiaravalle Luísa Elem Almeida Santos Maiara Anschau Floriani Matheus Fernandes Lopes Martins Milton Henriques Guimarães Júnior Petrônio José de Lima Martelli Rafaela dos Santos Charão de Almeida Raphael Castro Martins Roberta Pozza Rodolfo Lucas Silva Mourato Andresa Fontoura Garbini Magda Carvalho Pires Milena Soriano Marcolino

Abstract Background Assessing predictors of critical outcomes in COVID-19 may advise timely treatments and better prepare facilities to overcome extra adversities during pregnancy. However, many clinical parameters existent scores are deeply modified by physiologic adaptations. Our aim was assess the feasibility a prognosis score developed for general hospitalized adults with Brazil predict adverse pregnant women upon hospital admission. Methods This is multicenter retrospective substudy...

10.21203/rs.3.rs-956336/v2 preprint EN cc-by Research Square (Research Square) 2022-03-07
 Effectiveness, Explainability and Reliability of Machine Meta-Learning Methods for Predicting Mortality in Patients with COVID-19: Results of the Brazilian COVID-19 Registry
OPENALEX - Publications 
Polianna Delfino-Pereira Cláudio Moisés Valiense de Andrade Virgínia Mara Reis Gomes Maria Clara Pontello Barbosa Lima Maíra Viana Rego Souza-Silva and 87 more 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 Maurílio 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 Vitório 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 Grünewald 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 Zandoná Lílian 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 Máderson Alvares de Souza Cabral Magda César 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 Valácio Renan Goulart Finger Rochele Mosmann Menezes Rufino de Freitas Silva Saionara Cristina Francisco Silvana Mangeon Meireles Guimaraes Silvia Ferreira Araújo 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

Abstract 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 - ABC 2 SPH using traditional statistical methods (least absolute shrinkage and selection operator logistic regression LASSO). In this article, we provide thorough comparative study between modern machine learning (ML) state-of-the-art methods, represented SPH, in the task predicting in-hospital...

10.21203/rs.3.rs-1164411/v1 preprint EN cc-by Research Square (Research Square) 2022-01-11
 Mechanical Ventilation and Death During Pregnancy Complicated by COVID-19: A Prognostic Analysis from the Brazilian COVID-19 Registry Score
OPENALEX - Publications 
Zilma Silveira Nogueira Reis Regina Amélia Lopes Pessoa de Aguiar Thaís Lorenna Souza Sales Amanda de Oliveira Maurílio Ana Luiza Bahia Alves Scotton and 31 more Bárbara Lopes Farace Carolina Marques Ramos Christiane Corrêa Rodrigues Cimini Clareci Silva Cardoso Claudete Rempel Daniela Ponce Edilson Cezar Emanuele Marianne Souza Kroger Euler Roberto Fernandes Manenti Felipe Ferraz Martins Graça Aranha Fernando Anschau Gabriela Petry Crestani Gisele Alsina Nader Bastos Joice Coutinho de Alvarenga Juliana Machado-Rugolo Karen Brasil Ruschel Liege Barella Zandoná Lílian Santos Pinheiro Luana Yasmin Bochard Chiaravalle Luísa Elem Almeida Santos Maiara Anschau Floriani Matheus Fernandes Lopes Martins Milton Henriques Guimarães Júnior Petrônio José de Lima Martelli Rafaela dos Santos Charão de Almeida Raphael Castro Martins Roberta Pozza Rodolfo Lucas Silva Mourato Andresa Fontoura Garbini Magda Carvalho Pires Milena Soriano Marcolino

Abstract Background: Assessing predictors of critical outcomes in COVID-19 may advise timely treatments and better prepare facilities to overcome extra adversities during pregnancy. However, many clinical parameters existent scores are deeply modified by physiologic adaptations. Our aim was assess the feasibility a prognosis score developed for general hospitalized adults with Brazil predict adverse pregnant women upon hospital admission. Methods: This is multicenter retrospective substudy...

10.21203/rs.3.rs-956336/v1 preprint EN cc-by Research Square (Research Square) 2021-10-29
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