Malaria Screener: a smartphone application for automated malaria screening

Malaria Screener: a smartphone application for automated malaria screening

Abstract Background Light microscopy is often used for malaria diagnosis in the field. However, it is time-consuming and quality of the results depends heavily on the skill of microscopists. Automating malaria light microscopy is a promising solution, but it still remains a challenge and an active a...

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Bibliographic Details
Main Authors: Hang Yu, Feng Yang, Sivaramakrishnan Rajaraman, Ilker Ersoy, Golnaz Moallem, Mahdieh Poostchi, Kannappan Palaniappan, Sameer Antani, Richard J. Maude, Stefan Jaeger
Format: Article
Language:English
Published: BMC 2020-11-01
Series:BMC Infectious Diseases
Subjects:
Automated light microscopy
Smartphone application
Malaria
Machine learning
Convolutional neural network
Online Access:http://link.springer.com/article/10.1186/s12879-020-05453-1

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http://link.springer.com/article/10.1186/s12879-020-05453-1

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