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28 Pages

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

  • Asaad Anaam,
  • Mugahed A. Al-antari,
  • Jamil Hussain,
  • Nagwan Abdel Samee and ,
  • Maali Alabdulhafith and
  • Akio Gofuku
  • + 1 author+ 0 author

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-subjectivit...

(This article belongs to the Section Medical Imaging and Theranostics)