Training and deploying a deep learning model for endoscopic severity grading in ulcerative colitis using multicenter clinical trial data

Therapeutic Advances in Gastrointestinal Endoscopy

Original Research

Young S. Oh¹  Faye Drawnel²  Benjamin Gutierrez Becker³  Filippo Arcadu³  Andreas Thalhammer³  Citlalli Gamez Serna³  Owen Feehan³  Marco Prunotto⁴ 

[1] Product Development, Genentech, Inc., 1 DNA Way, South San Francisco, CA, USA;Roche Personalized Healthcare, Genentech, Inc., South San Francisco, CA, USA;Roche Pharma Research and Early Development Informatics, Roche Innovation Center Basel, Basel, Switzerland;null;

关键词: artificial intelligence;    deep learning;    endoscopy;    inflammatory bowel disease;    ulcerative colitis;   

DOI  :  10.1177/2631774521990623

 received in 2020-11-09, accepted in 2021-01-03,  发布年份 2021

来源: Sage Journals

【 授权许可】

CC BY-NC   
© The Author(s), 2021

【 图 表 】

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