Deep Active Learning for Automatic Mitotic Cell Detection on HEp-2 Specimen Medical Images

Deep Active Learning for Automatic Mitotic Cell Detection on HEp-2 Specimen Medical Images

Identifying Human Epithelial Type 2 (HEp-2) mitotic cells is a crucial procedure in anti-nuclear antibodies (ANAs) testing, which is the standard protocol for detecting connective tissue diseases (CTD). Due to the low throughput and labor-subjectivity of the ANAs’ manual screening test, there is a n...

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Bibliographic Details
Main Authors: Asaad Anaam, Mugahed A. Al-antari, Jamil Hussain, Nagwan Abdel Samee, Maali Alabdulhafith, Akio Gofuku
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Diagnostics
Subjects:
medical HEp-2 specimen images
HEp-2 mitotic cell detection
deep active learning (DAL)
automatic data annotation
computer-aided detection (CAD)
Online Access:https://www.mdpi.com/2075-4418/13/8/1416

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https://www.mdpi.com/2075-4418/13/8/1416

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