A multipurpose machine learning approach to predict COVID-19 negative prognosis in São Paulo, Brazil von Fernandes, Fernando Timoteo, de Oliveira, Tiago Almeida, Teixeira, Cristiane Esteves, Batista, Andre Filipe de Moraes, Dalla Costa, Gabriel, Chiavegatto Filho, Alexandre Dias Porto

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Machine learning for predicting Chagas disease infection in rural areas of Brazil von De Rose Ghilardi, Fabio, Silva, Gabriel, Vieira, Thallyta Maria, Mota, Ariela, Bierrenbach, Ana Luiza, Damasceno, Renata Fiuza, Oliveira, Lea Campos de, Dias Porto Chiavegatto Filho, Alexandre, Sabino, Ester

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Zika-Associated Microcephaly Epidemic and Birth Rate Reduction in Brazilian Cities von Diaz-Quijano, Fredi Alexander, Pelissari, Daniele Maria, Chiavegatto Filho, Alexandre Dias Porto

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The epidemiology of personality disorders in the Sao Paulo Megacity general population von Santana, Geilson Lima, Coelho, Bruno Mendonca, Wang, Yuan-Pang, Chiavegatto Filho, Alexandre Dias Porto, Viana, Maria Carmen, Andrade, Laura Helena

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Prediction of absenteeism in public schools teachers with machine learning von Fernandes, Fernando Timoteo, Porto Chiavegatto Filho, Alexandre Dias

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Factors associated with the use of antihypertensives among seniors von Massa, Kaio Henrique Correa, Antunes, José Leopoldo Ferreira, Lebrão, Maria Lúcia, Duarte, Yeda Aparecida Oliveira, Chiavegatto, Filho, Alexandre Dias Porto

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Environmental factors and cardiovascular diseases: the association of income inequality and green spaces in elderly residents of São Paulo, Brazil von Massa, Kaio Henrique Correa, Pabayo, Roman, Lebrão, Maria Lúcia, Chiavegatto Filho, Alexandre Dias Porto

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Determinants of the use of health care services: multilevel analysis in the Metropolitan Region of Sao Paulo von Chiavegatto Filho, Alexandre Dias Porto, Wang, Yuan-Pang, Malik, Ana Maria, Takaoka, Julia, Viana, Maria Carmen, Andrade, Laura Helena

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Racial disparities in life expectancy in Brazil: challenges from a multiracial society von Chiavegatto Filho, Alexandre Dias Porto, Beltrán-Sánchez, Hiram, Kawachi, Ichiro

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Physician preference for receiving machine learning predictive results: A cross-sectional multicentric study von Wichmann, Roberta Moreira, Fagundes, Thales Pardini, de Oliveira, Tiago Almeida, Batista, André Filipe de Moraes, Chiavegatto Filho, Alexandre Dias Porto

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Does income inequality get under the skin? A multilevel analysis of depression, anxiety and mental disorders in São Paulo, Brazil von Chiavegatto Filho, Alexandre Dias Porto, Kawachi, Ichiro, Wang, Yuan Pang, Viana, Maria Carmen, Andrade, Laura Helena Silveira Guerra

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Are sex-selective abortions a characteristic of every poor region? Evidence from Brazil von Chiavegatto Filho, Alexandre Dias Porto, Kawachi, Ichiro

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Overachieving municipalities in public health: a machine-learning approach von Chiavegatto Filho, Alexandre Dias Porto, dos Santos, Hellen Geremias, do Nascimento, Carla Ferreira, Massa, Kaio, Kawachi, Ichiro

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Clusters of Pregnant Women with Severe Acute Respiratory Syndrome Due to COVID-19: An Unsupervised Learning Approach von Carneiro, Isadora Celine Rodrigues, Feronato, Sofia Galvão, Silveira, Guilherme Ferreira, Chiavegatto Filho, Alexandre Dias Porto, Santos, Hellen Geremias Dos

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Reduction of the birth rate in São Paulo: a probable effect of the panic caused by the Zika-associated microcephaly epidemic von Diaz-Quijano, Fredi Alexander, Chiavegatto Filho, Alexandre Dias Porto

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Prediction models for carbapenem-resistant Enterobacterales carriage at liver transplantation: A multicenter retrospective study von Freire, Maristela Pinheiro, Rinaldi, Matteo, Terrabuio, Debora Raquel Benedita, Furtado, Mariane, Pasquini, Zeno, Bartoletti, Michele, de Oliveira, Tiago Almeida, Nunes, Nathalia Neves, Lemos, Gabriela Takeshigue, Maccaro, Angelo, Siniscalchi, Antonio, Laici, Cristiana, Cescon, Matteo, D Albuquerque, Luiz Augusto Carneiro, Morelli, Maria Cristina, Song, Alice T W, Abdala, Edson, Viale, Pierluigi, Filho, Alexandre Dias Porto Chiavegatto, Giannella, Maddalena

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Machine learning to predict 30-day quality-adjusted survival in critically ill patients with cancer von Santos, Hellen Geremias dos, Zampieri, Fernando Godinho, Normilio-Silva, Karina, Silva, Gisela Tunes da, Lima, Antonio Carlos Pedroso de, Cavalcanti, Alexandre Biasi, Chiavegatto Filho, Alexandre Dias Porto

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The relationship between neighborhood-level socioeconomic characteristics and individual mental disorders in five cities in Latin America: multilevel models from the World Mental H... von Sampson, Laura, Martins, Silvia S., Yu, Shui, Chiavegatto Filho, Alexandre Dias Porto, Andrade, Laura Helena, Viana, Maria Carmen, Medina-Mora, Maria Elena, Benjet, Corina, Torres, Yolanda, Piazza, Marina, Aguilar-Gaxiola, Sergio, Cia, Alfredo H., Stagnaro, Juan Carlos, Zaslavsky, Alan M., Kessler, Ronald C., Galea, Sandro

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Incremental health expenditure and lost days of normal activity for individuals with mental disorders: results from the São Paulo Megacity Study von Chiavegatto Filho, Alexandre Dias Porto, Wang, Yuan-Pang, Campino, Antonio Carlos Coelho, Malik, Ana Maria, Viana, Maria Carmen, Andrade, Laura Helena

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Income inequality and elderly self-rated health in São Paulo, Brazil von Chiavegatto Filho, Alexandre Dias Porto, PhD, Lebrão, Maria Lúcia, PhD, Kawachi, Ichiro, PhD

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