Dennis Shung, MD, MHS, PhD

Shung D, Tsay C, Laine L, Chang D, Li F, Thomas P, Partridge C, Simonov M, Hsiao A, Tay JK, Taylor A. Early identification of patients with acute gastrointestinal bleeding using natural language processing and decision rules. Journal Of Gastroenterology And Hepatology 2021, 36: 1590-1597. PMID: 33105045, DOI: 10.1111/jgh.15313.

Shung D, Huang J, Castro E, Tay JK, Simonov M, Laine L, Batra R, Krishnaswamy S. Neural network predicts need for red blood cell transfusion for patients with acute gastrointestinal bleeding admitted to the intensive care unit. Scientific Reports 2021, 11: 8827. PMID: 33893364, PMCID: PMC8065139, DOI: 10.1038/s41598-021-88226-3.

Shung DL, Sung JJY. Challenges of developing artificial intelligence-assisted tools for clinical medicine. Journal Of Gastroenterology And Hepatology 2021, 36: 295-298. PMID: 33624889, DOI: 10.1111/jgh.15378.

Shung DL. Advancing care for acute gastrointestinal bleeding using artificial intelligence. Journal Of Gastroenterology And Hepatology 2021, 36: 273-278. PMID: 33624892, DOI: 10.1111/jgh.15372.

Shen L, Kann BH, Taylor RA, Shung DL. The Clinician's Guide to the Machine Learning Galaxy. Frontiers In Physiology 2021, 12: 658583. PMID: 33889088, PMCID: PMC8056037, DOI: 10.3389/fphys.2021.658583.

Shung D, Laine L. Machine Learning Prognostic Models for Gastrointestinal Bleeding Using Electronic Health Record Data. The American Journal Of Gastroenterology 2020, 115: 1199-1200. PMID: 32530828, PMCID: PMC7415736, DOI: 10.14309/ajg.0000000000000720.

Tsay C, Shung D, Stemmer Frumento K, Laine L. Early Colonoscopy Does Not Improve Outcomes of Patients With Lower Gastrointestinal Bleeding: Systematic Review of Randomized Trials. Clinical Gastroenterology And Hepatology : The Official Clinical Practice Journal Of The American Gastroenterological Association 2020, 18: 1696-1703.e2. PMID: 31843595, PMCID: PMC7292779, DOI: 10.1016/j.cgh.2019.11.061.

Shung DL, Byrne MF. How Artificial Intelligence Will Impact Colonoscopy and Colorectal Screening. Gastrointestinal Endoscopy Clinics Of North America 2020, 30: 585-595. PMID: 32439090, DOI: 10.1016/j.giec.2020.02.010.

Shung DL, Au B, Taylor RA, Tay JK, Laursen SB, Stanley AJ, Dalton HR, Ngu J, Schultz M, Laine L. Validation of a Machine Learning Model That Outperforms Clinical Risk Scoring Systems for Upper Gastrointestinal Bleeding. Gastroenterology 2020, 158: 160-167. PMID: 31562847, PMCID: PMC7004228, DOI: 10.1053/j.gastro.2019.09.009.

Shung D, Simonov M, Gentry M, Au B, Laine L. Machine Learning to Predict Outcomes in Patients with Acute Gastrointestinal Bleeding: A Systematic Review. Digestive Diseases And Sciences 2019, 64: 2078-2087. PMID: 31055722, DOI: 10.1007/s10620-019-05645-z.

ISBN 978-3-319-98505-3

Shung DL, Garcia-Tsao G. Liver Capsule: Portal Hypertension and Varices: Pathogenesis, Stages, and Management. Hepatology (Baltimore, Md.) 2017, 65: 1038. PMID: 28032650, DOI: 10.1002/hep.29026.

Shung DL, Abraham B, Sellin J, Hou JK. Medical and surgical complications of inflammatory bowel disease in the elderly: a systematic review. Digestive Diseases And Sciences 2015, 60: 1132-40. PMID: 25501923, DOI: 10.1007/s10620-014-3462-2.

Shung DL and Allen JI. Science & Diplomacy, Vol. 4, No. 4 December 2015 http://www.sciencediplomacy.org/perspective/2015/unlocking-secrets-of-inflammatory-bowel- disease