Computer-aided classification of indirect immunofluorescence patterns on esophagus and split skin for the detection of autoimmune dermatoses

Computer-aided classification of indirect immunofluorescence patterns on esophagus and split skin for the detection of autoimmune dermatoses

Autoimmune bullous dermatoses (AIBD) are rare diseases that affect human skin and mucous membranes. Clinically, they are characterized by blister formation and/or erosions. Depending on the structures involved and the depth of blister formation, they are grouped into pemphigus diseases, pemphigoid d...

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Bibliographic Details
Main Authors: Jens Hocke, Jens Krauth, Christopher Krause, Stefan Gerlach, Nicole Warnemünde, Kai Affeldt, Nina van Beek, Enno Schmidt, Jörn Voigt
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Immunology
Subjects:
autoimmune dermatoses
neural networks
immunofluorescence tests
tissue classification
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2023.1111172/full

Internet

https://www.frontiersin.org/articles/10.3389/fimmu.2023.1111172/full

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