A Novel Stacked CNN for Malarial Parasite Detection in Thin Blood Smear Images

A Novel Stacked CNN for Malarial Parasite Detection in Thin Blood Smear Images

Malaria refers to a contagious mosquito-borne disease caused by parasite genus plasmodium transmitted by mosquito female Anopheles. As infected mosquito bites a person, the parasite multiplies in the host's liver and start destroying the red-cells. The disease is examined visually under the mic...

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Bibliographic Details
Main Authors: Muhammad Umer, Saima Sadiq, Muhammad Ahmad, Saleem Ullah, Gyu Sang Choi, Arif Mehmood
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Convolutional neural network (CNN)
Malaria
blood smear images
deep learning
diagnostic approach
Online Access:https://ieeexplore.ieee.org/document/9093853/

Internet

https://ieeexplore.ieee.org/document/9093853/

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