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Automatic Segmentation and Classification for Antinuclear Antibody Images Based on Deep Learning

Antinuclear antibodies (ANAs) testing is the main serological diagnosis screening test for autoimmune diseases. ANAs testing is conducted principally by the indirect immunofluorescence (IIF) on human epithelial cell-substrate (HEp-2) protocol. However, due to its high variability and human subjectiv...

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Detalles Bibliográficos
Autores principales: Xie, Qinghua, Chen, Pengyu, Li, Zhaohuan, Xie, Renfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931452/
https://www.ncbi.nlm.nih.gov/pubmed/36818578
http://dx.doi.org/10.1155/2023/1353965