Evaluation of an accelerometer-based monitor for detecting bed net use and human entry/exit using a machine learning algorithm.

Koudou, Guibehi B; Monroe, April; Irish, Seth R; Humes, Michael; Krezanoski, Joseph D; Koenker, Hannah; Malone, David; Hemingway, Janet; Krezanoski, Paul J

Koudou, Guibehi B; Monroe, April; Irish, Seth R; Humes, Michael; Krezanoski, Joseph D; Koenker, Hannah; Malone, David; Hemingway, Janet; Krezanoski, Paul J.

Afiliação

Koudou GB; Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, 01 BP 1303, Abidjan 01, Côte d'Ivoire.
Monroe A; UFR Science de la Nature, Université Nangui Abrogoua, 02 BP 801, Abidjan 02, Côte d'Ivoire.
Irish SR; PMI VectorWorks Project, Johns Hopkins Center for Communication Programs, Baltimore, MD, USA.
Humes M; US President's Malaria Initiative, Center for Diseases Control and Prevention (CDC), Atlanta, USA.
Krezanoski JD; US President's Malaria Initiative, United States Agency for International Development (USAID), Washington, DC, USA.
Koenker H; Opportunity Solutions International, San Francisco, CA, 94118, USA.
Malone D; PMI VectorWorks Project, Johns Hopkins Center for Communication Programs, Baltimore, MD, USA.
Hemingway J; Malaria Department, Bill and Melinda Gates Foundation, Seattle, USA.
Krezanoski PJ; Vector Biology Department, Liverpool School of Tropical Medicine, Liverpool, UK.

Malar J ; 21(1): 85, 2022 Mar 12.

Article em En | MEDLINE | ID: mdl-35279149

Assuntos

Mosquiteiros Tratados com Inseticida; Acelerometria; Adulto; Algoritmos; Criança; Estudos Transversais; Humanos; Aprendizado de Máquina; Controle de Mosquitos/métodos

Palavras-chave

Bed net use; Machine learning; Malaria prevention

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Mosquiteiros Tratados com Inseticida Tipo de estudo: Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Child / Humans Idioma: En Revista: Malar J Assunto da revista: MEDICINA TROPICAL Ano de publicação: 2022 Tipo de documento: Article

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