Dennis Shung

• Allen Hsiao
• Fan Li
• Guadalupe Garcia-Tsao
• Loren Laine
• Ramesh Batra

Health Services Accessibility

• Neural network predicts need for red blood cell transfusion for patients with acute gastrointestinal bleeding admitted to the intensive care unitShung 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.
• The Clinician's Guide to the Machine Learning GalaxyShen 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.
• Challenges of developing artificial intelligence‐assisted tools for clinical medicineShung 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.
• Advancing care for acute gastrointestinal bleeding using artificial intelligenceShung 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.
• Early identification of patients with acute gastrointestinal bleeding using natural language processing and decision rulesShung 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.
• Machine Learning Prognostic Models for Gastrointestinal Bleeding Using Electronic Health Record Data.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.
• How Artificial Intelligence Will Impact Colonoscopy and Colorectal ScreeningShung 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.
• Early Colonoscopy Does Not Improve Outcomes of Patients With Lower Gastrointestinal Bleeding: Systematic Review of Randomized TrialsTsay 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 2019, 18: 1696-1703.e2. PMID: 31843595, PMCID: PMC7292779, DOI: 10.1016/j.cgh.2019.11.061.
• Validation of a Machine Learning Model That Outperforms Clinical Risk Scoring Systems for Upper Gastrointestinal BleedingShung 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 2019, 158: 160-167. PMID: 31562847, PMCID: PMC7004228, DOI: 10.1053/j.gastro.2019.09.009.
• Machine Learning to Predict Outcomes in Patients with Acute Gastrointestinal Bleeding: A Systematic ReviewShung 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.
• Liver Disease: A Clinical CasebookISBN 978-3-319-98505-3
• Liver Capsule: Portal Hypertension and Varices: Pathogenesis, Stages, and ManagementShung DL, Garcia‐Tsao G. Liver Capsule: Portal Hypertension and Varices: Pathogenesis, Stages, and Management Hepatology 2017, 65: 1038-1038. PMID: 28032650, DOI: 10.1002/hep.29026.
• Unlocking Secrets of Inflammatory Bowel DiseaseShung DL and Allen JI. Science & Diplomacy, Vol. 4, No. 4 December 2015 http://www.sciencediplomacy.org/perspective/2015/unlocking-secrets-of-inflammatory-bowel- disease
• Medical and Surgical Complications of Inflammatory Bowel Disease in the Elderly: A Systematic ReviewShung 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 2014, 60: 1132-1140. PMID: 25501923, DOI: 10.1007/s10620-014-3462-2.