Convolutional neural networks to automate the screening of malaria in low-resource countries

Convolutional neural networks to automate the screening of malaria in low-resource countries

Malaria is an infectious disease caused by Plasmodium parasites, transmitted through mosquito bites. Symptoms include fever, headache, and vomiting, and in severe cases, seizures and coma. The World Health Organization reports that there were 228 million cases and 405,000 deaths in 2018, with Africa...

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Bibliographic Details
Main Authors: Oliver S. Zhao, Nikhil Kolluri, Anagata Anand, Nicholas Chu, Ravali Bhavaraju, Aditya Ojha, Sandhya Tiku, Dat Nguyen, Ryan Chen, Adriane Morales, Deepti Valliappan, Juhi P. Patel, Kevin Nguyen
Format: Article
Language:English
Published: PeerJ Inc. 2020-08-01
Series:PeerJ
Subjects:
Malaria
Neural networks
Machine learning
Infectious disease
Red blood cell
Public health
Online Access:https://peerj.com/articles/9674.pdf

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https://peerj.com/articles/9674.pdf

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