Development of a deep learning algorithm for Paneth cell density quantification for inflammatory bowel disease - Kang, Liang-I; Sarullo, Kathryn; Marsh, Jon N.; Lu, Liang; Khonde, Pooja; Ma, Changqing; Haritunians, Talin; Mujukian, Angela; Mengesha, Emebet; McGovern, Dermot P.B.; Stappenbeck, Thaddeus S.; Swamidass, S. Joshua; et al. (EBioMedicine, 2024)
Keywords: Adult; Advanced Basic Science; Aged; Algorithms; Biomarkers; Cell Count; Crohn's disease; Deep Learning; Female; Humans; Ileum - diagnostic imaging; Ileum - pathology; Image Processing, Computer-Assisted - methods; Inflammatory Bowel Diseases - diagnosis; Inflammatory Bowel Diseases - metabolism; Inflammatory Bowel Diseases - pathology; Internal Medicine; Male; Middle Aged; Paneth Cells - metabolism; Paneth Cells - pathology; Pathology; Prognosis; Retrospective Studies; Whole slide images; Pathology; Crohn's disease; Whole slide images; Prognosis