Explainable Transformer-Based Deep Learning Model for the Detection of Malaria Parasites from Blood Cell Images

Explainable Transformer-Based Deep Learning Model for the Detection of Malaria Parasites from Blood Cell Images

Malaria is a life-threatening disease caused by female anopheles mosquito bites. Various plasmodium parasites spread in the victim’s blood cells and keep their life in a critical situation. If not treated at the early stage, malaria can cause even death. Microscopy is a familiar process for diagnosi...

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Bibliographic Details
Main Authors: Md. Robiul Islam, Md. Nahiduzzaman, Md. Omaer Faruq Goni, Abu Sayeed, Md. Shamim Anower, Mominul Ahsan, Julfikar Haider
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Sensors
Subjects:
malaria parasite
image analysis
deep learning
transformer-based model
grad-cam visualization
Online Access:https://www.mdpi.com/1424-8220/22/12/4358

Internet

https://www.mdpi.com/1424-8220/22/12/4358

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