Staining-Independent Malaria Parasite Detection and Life Stage Classification in Blood Smear Images

Staining-Independent Malaria Parasite Detection and Life Stage Classification in Blood Smear Images

Malaria is a leading cause of morbidity and mortality in tropical and sub-tropical regions. This research proposed a malaria diagnosis system based on the you only look once algorithm for malaria parasite detection and the convolutional neural network algorithm for malaria parasite life stage classi...

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Bibliographic Details
Main Authors: Tong Xu, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Applied Sciences
Subjects:
malaria parasite detection
malaria parasite stage of life
plasmodium parasites
deep learning
you only look once (YOLO)
convolutional neural network (CNN)
Online Access:https://www.mdpi.com/2076-3417/14/18/8402

Internet

https://www.mdpi.com/2076-3417/14/18/8402

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