Prediction of malaria using deep learning models: A case study on city clusters in the state of Amazonas, Brazil, from 2003 to 2018.

Matheus Félix Xavier Barboza,Kayo Henrique de Carvalho Monteiro,Iago Richard Rodrigues,Guto Leoni Santos,Wuelton Marcelo Monteiro, Elder Augusto Guimaraes Figueira,Vanderson de Souza Sampaio,Theo Lynn,Patricia Takako Endo

Revista da Sociedade Brasileira de Medicina Tropical（2022）

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摘要

All models showed satisfactory accuracy and strong performance in predicting new cases of malaria, and each could serve as a supplemental tool to support regional policies and strategies.

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关键词

Malaria,Machine learning,Deep learning,Prediction,LSTM,GRU

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