A machine learning model of lamina propria fibrosis in eosinophilic esophagitis for prediction of fibrostenotic disease

Background: Eosinophilic esophagitis (EoE) is a chronic immune-mediated disease that can progress to fibrostenotic complications. Lamina propria fibrosis (LPF) plays a critical role in this progression but is difficult to assess reliably in routine biopsies. We aimed to develop and validate an artif...

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Principais autores:	Priyadharshini Sivasubramaniam, Abdelrahman Shabaan, Rofyda Elhalaby, Bashar Hasan, Ameya A. Patil, Saadiya Nazli, Adilson DaCosta, Byoung Uk Park, Lindsey Smith, Taofic Mounajjed, Stephen M. Lagana, Chamil Codipilly, Puanani Hopson, Imad Absah, Christopher P. Hartley, Rondell P. Graham, Roger K. Moreira
Formato:	Artigo
Idioma:	Inglês
Publicado:	Elsevier 2026-01-01
Series:	Journal of Pathology Informatics
Assuntos:	Eosinophilic esophagitis Lamina propria fibrosis Fibrosis Stricture Stenosis Machine learning
Acceso en liña:	http://www.sciencedirect.com/science/article/pii/S2153353925001245
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