Malaria detection using deep residual networks with mobile microscopy

Automatic segmentation of erythrocytes in microscopic blood smear phone images is a critical step to visualize and identify malaria using machine learning technologies. However, it still remains a challenging problem due to the scarcity of experts, low image qualities, slow manual and inefficient qu...

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Bibliographic Details
Main Authors: P.A. Pattanaik, Mohit Mittal, Mohammad Zubair Khan, S.N. Panda
Format: Article
Language:English
Published: Elsevier 2022-05-01
Series:Journal of King Saud University: Computer and Information Sciences
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157820304171