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6 results on '"Staton, Catherine Ann"'

1. Applicability of machine learning algorithm to predict the therapeutic intervention success in Brazilian smokers

Author

Massago, Miyoko, primary, Massago, Mamoru, additional, Iora, Pedro Henrique, additional, Tavares Gurgel, Sanderland José, additional, Conegero, Celso Ivam, additional, Carolino, Idalina Diair Regla, additional, Mushi, Maria Muzanila, additional, Chaves Forato, Giane Aparecida, additional, de Souza, João Vitor Perez, additional, Hernandes Rocha, Thiago Augusto, additional, Bonfim, Samile, additional, Staton, Catherine Ann, additional, Nihei, Oscar Kenji, additional, Vissoci, João Ricardo Nickenig, additional, and de Andrade, Luciano, additional

Published
2024
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2. Correction: Applicability of machine learning technique in the screening of patients with mild traumatic brain injury

Author

Terabe, Miriam Leiko, primary, Massago, Miyoko, additional, Iora, Pedro Henrique, additional, Rocha, Thiago Augusto Hernandes, additional, de Souza, João Vitor Perez, additional, Huo, Lily, additional, Massago, Mamoru, additional, Senda, Dalton Makoto, additional, Kobayashi, Elisabete Mitiko, additional, Vissoci, João Ricardo, additional, Staton, Catherine Ann, additional, and de Andrade, Luciano, additional

Published
2023
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3. Applicability of machine learning technique in the screening of patients with mild traumatic brain injury

Author

Terabe, Miriam Leiko, primary, Massago, Miyoko, additional, Iora, Pedro Henrique, additional, Hernandes Rocha, Thiago Augusto, additional, de Souza, João Vitor Perez, additional, Huo, Lily, additional, Massago, Mamoru, additional, Senda, Dalton Makoto, additional, Kobayashi, Elisabete Mitiko, additional, Vissoci, João Ricardo, additional, Staton, Catherine Ann, additional, and de Andrade, Luciano, additional

Published
2023
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4. Spatial distribution of mortality from colorectal cancer in the southern region of Brazil

Author

Castilho, Matheus Jacometo Coelho de, primary, Massago, Miyoko, additional, Arruda, Carlos Eduardo, additional, Beltrame, Matheus Henrique Arruda, additional, Strand, Eleanor, additional, Fontes, Carlos Edmundo Rodrigues, additional, Nihei, Oscar Kenji, additional, Franco, Rogério do Lago, additional, Staton, Catherine Ann, additional, Pedroso, Raissa Bocchi, additional, and de Andrade, Luciano, additional

Published
2023
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5. Exploring regional disparities in lung cancer mortality in a Brazilian state: A cross-sectional ecological study.

Author

Dias Marques, Vlaudimir, Massago, Miyoko, da Silva, Mariana Teixeira, Roskowski, Igor, de Lima, Daniel Augusto Nunes, dos Santos, Lander, Louro, Estela, Gonçalves, Simone Tomás, Pedroso, Raissa Bocchi, Obale, Armstrong Mbi, Pelloso, Sandra Marisa, Vissoci, João Ricardo Nickenig, Staton, Catherine Ann, Nihei, Oscar Kenji, Carvalho, Maria Dalva de Barros, Dutra, Amanda de Carvalho, and de Andrade, Luciano

Subjects
REGIONAL disparities, CANCER-related mortality, LUNG cancer, MEDICAL informatics, CROSS-sectional method
Abstract

Background: Lung cancer (LC) is one of the main causes of mortality in Brazil; geographic, cultural, socioeconomic and health access factors can affect the development of the disease. We explored the geospatial distribution of LC mortality, and associated factors, between 2015 and 2019, in Parana state, Brazil. Methods and findings: We obtained mortality (from the Brazilian Health Informatics Department) and population rates (from the Brazilian Institute of Geography and Statistics [IBGE]) in people over 40 years old, accessibility of oncology centers by municipality, disease diagnosis rate (from Brazilian Ministry of Health), the tobacco production rate (IBGE) and Parana Municipal Performance Index (IPDM) (from Parana Institute for Economic and Social Development). Global Moran's Index and Local Indicators of Spatial Association were performed to evaluate the spatial distribution of LC mortality in Parana state. Ordinary Least Squares Regression and Geographically Weighted Regression were used to verify spatial association between LC mortality and socioeconomic indicators and health service coverage. A strong spatial autocorrelation of LC mortality was observed, with the detection of a large cluster of high LC mortality in the South of Parana state. Spatial regression analysis showed that all independent variables analyzed were directly related to LC mortality by municipality in Paraná. Conclusions: There is a disparity in the LC mortality in Parana state, and inequality of socioeconomic and accessibility to health care services could be associated with it. Our findings may help health managers to intensify actions in regions with vulnerability in the detection and treatment of LC. [ABSTRACT FROM AUTHOR]

Published
2023
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6. Mapping risk of ischemic heart disease using machine learning in a Brazilian state

Author

Bergamini, Marcela, primary, Iora, Pedro Henrique, additional, Rocha, Thiago Augusto Hernandes, additional, Tchuisseu, Yolande Pokam, additional, Dutra, Amanda de Carvalho, additional, Scheidt, João Felipe Herman Costa, additional, Nihei, Oscar Kenji, additional, de Barros Carvalho, Maria Dalva, additional, Staton, Catherine Ann, additional, Vissoci, João Ricardo Nickenig, additional, and de Andrade, Luciano, additional

Published
2020
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