Deep Learning for Real-Time Malaria Parasite Detection and Counting Using YOLO-mp

Deep Learning for Real-Time Malaria Parasite Detection and Counting Using YOLO-mp

Malaria in the rural and remote regions of tropical countries remain a major public health challenge. Early diagnosis and prompt effective treatment are the basis for the management of malaria and for reducing malaria mortality and morbidity worldwide and the key to malaria elimination. While Rapid...

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Bibliographic Details
Main Authors: Anand Koirala, Meena Jha, Srinivas Bodapati, Animesh Mishra, Girija Chetty, Praveen Kishore Sahu, Sanjib Mohanty, Timir Kanta Padhan, Jyoti Mattoo, Ajat Hukkoo
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Custom YOLO
deep learning
medical imaging
microscope images
object detection
thick blood smear images
Online Access:https://ieeexplore.ieee.org/document/9896857/

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