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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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Detalles Bibliográficos
Autores principales: Anaam, Asaad, Al-antari, Mugahed A., Hussain, Jamil, Abdel Samee, Nagwan, Alabdulhafith, Maali, Gofuku, Akio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10138071/
https://www.ncbi.nlm.nih.gov/pubmed/37189517
http://dx.doi.org/10.3390/diagnostics13081416