Deep Learning Based Automatic Malaria Parasite Detection from Blood Smear and Its Smartphone Based Application

Deep Learning Based Automatic Malaria Parasite Detection from Blood Smear and Its Smartphone Based Application

Malaria is a life-threatening disease that is spread by the Plasmodium parasites. It is detected by trained microscopists who analyze microscopic blood smear images. Modern deep learning techniques may be used to do this analysis automatically. The need for the trained personnel can be greatly reduc...

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Bibliographic Details
Main Authors: K. M. Faizullah Fuhad, Jannat Ferdousey Tuba, Md. Rabiul Ali Sarker, Sifat Momen, Nabeel Mohammed, Tanzilur Rahman
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Diagnostics
Subjects:
Plasmodium parasites
microscopic
blood smear
data augmentation
CNN
knowledge distillation
Online Access:https://www.mdpi.com/2075-4418/10/5/329

Internet

https://www.mdpi.com/2075-4418/10/5/329

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