Performance of a Deep Learning Model vs Human Reviewers in Grading Endoscopic Disease Severity of Patients With Ulcerative Colitis-Reference-Cited by-同舟云学术

Performance of a Deep Learning Model vs Human Reviewers in Grading Endoscopic Disease Severity of Patients With Ulcerative Colitis

Author:

Stidham Ryan W.¹²,Liu Wenshuo¹,Bishu Shrinivas²,Rice Michael D.²,Higgins Peter D. R.²,Zhu Ji¹³,Nallamothu Brahmajee K.¹⁴⁵⁶,Waljee Akbar K.¹²⁵⁶

Affiliation:

1. Michigan Integrated Center for Health Analytics and Medical Prediction (MiCHAMP), University of Michigan, Ann Arbor

2. Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor

3. Department of Statistics, University of Michigan, Ann Arbor

4. Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor

5. Veterans Affairs Center for Clinical Management Research, Ann Arbor, Michigan

6. Department of Internal Medicine, Veteran Affairs Ann Arbor Health Care System, Ann Arbor, Michigan

Publisher

American Medical Association (AMA)

Subject

General Medicine

Link

Reference25 articles.

5. Endoscopic scoring indices for evaluation of disease activity in ulcerative colitis.;Mohammed Vashist;Cochrane Database Syst Rev,2018

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