Prediction of secondary testosterone deficiency using machine learning: A comparative analysis of ensemble and base classifiers, probability calibration, and sampling strategies in a slightly imbalanced dataset

Autor: Monique Tonani Novaes, Osmar Luiz Ferreira de Carvalho, Pedro Henrique Guimarães Ferreira, Taciana Leonel Nunes Tiraboschi, Caroline Santos Silva, Jean Carlos Zambrano, Cristiano Mendes Gomes, Eduardo de Paula Miranda, Osmar Abílio de Carvalho Júnior, José de Bessa Júnior

Publikováno v: Informatics in Medicine Unlocked, Vol 23, Iss , Pp 100538- (2021)

Testosterone is the most important male sex hormone, and its deficiency brings many physical and mental harms. Efficiently identifying individuals with low testosterone is crucial prior to starting proper treatment. However, routine monitoring of tes

Externí odkaz: https://doaj.org/article/7ca6f7985c494a439acfafd410365d4a

Causas básicas de muerte y supervivencia según raza/color y sexo en Bahía, período 2010-2020

Autor: Jean Carlos Zambrano Contreras, Anna Paloma Martins Rocha Ribeiro, Caroline Santos Silva, Alessandra Rabelo Gonçalves Fernandes, Felipe Souza Dreger Nery, Tyson Andrade Miranda, Rodolfo Macedo Cruz Pimenta, Marjory dos Santos Passos, Ana Clara Silva Oliveira, José de Bessa Junior

Publikováno v: Research, Society and Development; Vol. 11 No. 17; e84111739014
Research, Society and Development; Vol. 11 Núm. 17; e84111739014
Research, Society and Development; v. 11 n. 17; e84111739014
Research, Society and Development
Universidade Federal de Itajubá (UNIFEI)
instacron:UNIFEI

Diferenças raciais se associam às desigualdades sociais e condicionam a forma de vida das pessoas, podem determinar a saúde e doença de um determinado grupo. O proposito da pesquisa foi analisar a mortalidade por causa básica de óbito, tempo de

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1c5e9f8b4e1c70ed75876a024c6ba767
https://doi.org/10.33448/rsd-v11i17.39014

Compensated hypogonadism in men with sickle cell disease

Autor: Caroline Santos Silva, Cristiano Mendes Gomes, Eduardo P. Miranda, Anna Paloma Martins Rocha Ribeiro, Jean Carlos Zambrano, Jose Bessa, Juliana de Oliveira Freitas Miranda, Carlos Augusto Fernandes Molina

Publikováno v: Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP

IntroductionSickle cell disease (SCD) is associated with the development of hypogonadism, but there is still controversy regarding its etiology and clinical implications.ObjectiveTo evaluate the prevalence of hypogonadism in a population of men with

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::08ea42fd68035e88d78abec5e5fc0404
https://pubmed.ncbi.nlm.nih.gov/33501675

Metodología de la problematización en los cursos de medicina: una experiencia pedagógica

Autor: Carlos A. Silva, Jean Carlos Zambrano Contreras, Anna Paloma Martins Rocha Ribeiro, Claudiana Bomfim de Almeida Santos

Publikováno v: Research, Society and Development, Vol 9, Iss 10 (2020)

El objetivo del presente artículo es describir la experiencia pedagógica en el módulo “Prácticas de Integración, Enseñanza y Servicio Comunitario” en la Universidad Estadual de Feira de Santana, Brasil (PIESC I-UEFS). Se trata de un estudio

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::458f3c3a8d844e96e88bc3426c14cadc
https://rsdjournal.org/index.php/rsd/article/view/8517

Prediction of secondary testosterone deficiency using machine learning: A comparative analysis of ensemble and base classifiers, probability calibration, and sampling strategies in a slightly imbalanced dataset

Autor: Pedro Henrique Guimarães Ferreira, José de Bessa Júnior, Osmar Abílio de Carvalho Júnior, Eduardo P. Miranda, Caroline Santos Silva, Cristiano Mendes Gomes, Taciana Leonel Nunes Tiraboschi, Osmar Luiz Ferreira de Carvalho, Monique Novaes, Jean Carlos Zambrano

Publikováno v: Informatics in Medicine Unlocked, Vol 23, Iss, Pp 100538-(2021)

Testosterone is the most important male sex hormone, and its deficiency brings many physical and mental harms. Efficiently identifying individuals with low testosterone is crucial prior to starting proper treatment. However, routine monitoring of tes

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::de799004f160762d36c268b3c1a83fe9
https://doi.org/10.1016/j.imu.2021.100538