| Validation of a machine learning model that outperforms clinical risk scoring systems for upper gastrointestinal bleeding DL Shung, B Au, RA Taylor, JK Tay, SB Laursen, AJ Stanley, HR Dalton, ... Gastroenterology 158 (1), 160-167, 2020 | 156 | 2020 |
| Randomized clinical trials of machine learning interventions in health care: a systematic review D Plana, DL Shung, AA Grimshaw, A Saraf, JJY Sung, BH Kann JAMA network open 5 (9), e2233946-e2233946, 2022 | 89 | 2022 |
| Machine learning to predict outcomes in patients with acute gastrointestinal bleeding: a systematic review D Shung, M Simonov, M Gentry, B Au, L Laine Digestive diseases and sciences 64, 2078-2087, 2019 | 53 | 2019 |
| Multiscale PHATE identifies multimodal signatures of COVID-19 M Kuchroo, J Huang, P Wong, JC Grenier, D Shung, A Tong, C Lucas, ... Nature biotechnology 40 (5), 681-691, 2022 | 41 | 2022 |
| Early colonoscopy does not improve outcomes of patients with lower gastrointestinal bleeding: systematic review of randomized trials C Tsay, D Shung, KS Frumento, L Laine Clinical Gastroenterology and Hepatology 18 (8), 1696-1703. e2, 2020 | 40 | 2020 |
| Randomized controlled trials of artificial intelligence in clinical practice: systematic review TYT Lam, MFK Cheung, YL Munro, KM Lim, D Shung, JJY Sung Journal of Medical Internet Research 24 (8), e37188, 2022 | 23 | 2022 |
| Medical and surgical complications of inflammatory bowel disease in the elderly: a systematic review DL Shung, B Abraham, J Sellin, JK Hou Digestive Diseases and Sciences 60, 1132-1140, 2015 | 23 | 2015 |
| Harnessing the power of synthetic data in healthcare: innovation, application, and privacy M Giuffrè, DL Shung NPJ Digital Medicine 6 (1), 186, 2023 | 20 | 2023 |
| Challenges of developing artificial intelligence‐assisted tools for clinical medicine DL Shung, JJY Sung Journal of Gastroenterology and Hepatology 36 (2), 295-298, 2021 | 20 | 2021 |
| How artificial intelligence will impact colonoscopy and colorectal screening DL Shung, MF Byrne Gastrointestinal Endoscopy Clinics 30 (3), 585-595, 2020 | 18 | 2020 |
| Multiscale PHATE exploration of SARS-CoV-2 data reveals multimodal signatures of disease M Kuchroo, J Huang, P Wong, JC Grenier, D Shung, A Tong, C Lucas, ... BioRxiv, 2020.11. 15.383661, 2020 | 16 | 2020 |
| Trends in characteristics, management, and outcomes of patients presenting with gastrointestinal bleeding to emergency departments in the United States from 2006 to 2019 NS Zheng, C Tsay, L Laine, DL Shung Alimentary pharmacology & therapeutics 56 (11-12), 1543-1555, 2022 | 14 | 2022 |
| Neural network predicts need for red blood cell transfusion for patients with acute gastrointestinal bleeding admitted to the intensive care unit D Shung, J Huang, E Castro, JK Tay, M Simonov, L Laine, R Batra, ... Scientific Reports 11 (1), 8827, 2021 | 14 | 2021 |
| Liver Capsule: Portal hypertension and varices: pathogenesis, stages, and management DL Shung, G Garcia‐Tsao Hepatology 65 (3), 1038, 2017 | 13 | 2017 |
| Early identification of patients with acute gastrointestinal bleeding using natural language processing and decision rules D Shung, C Tsay, L Laine, D Chang, F Li, P Thomas, C Partridge, ... Journal of Gastroenterology and Hepatology 36 (6), 1590-1597, 2021 | 11 | 2021 |
| Advancing care for acute gastrointestinal bleeding using artificial intelligence DL Shung Journal of Gastroenterology and Hepatology 36 (2), 273-278, 2021 | 10 | 2021 |
| Rdimtools: An R package for dimension reduction and intrinsic dimension estimation K You, D Shung Software Impacts 14, 100414, 2022 | 9 | 2022 |
| Machine learning prognostic models for gastrointestinal bleeding using electronic health record data D Shung, L Laine Official journal of the American College of Gastroenterology| ACG 115 (8 …, 2020 | 9 | 2020 |
| Generating hard-to-obtain information from easy-to-obtain information: applications in drug discovery and clinical inference M Amodio, D Shung, DB Burkhardt, P Wong, M Simonov, Y Yamamoto, ... Patterns 2 (7), 2021 | 8 | 2021 |
| Embedding signals on graphs with unbalanced diffusion earth mover’s distance A Tong, G Huguet, D Shung, A Natik, M Kuchroo, G Lajoie, G Wolf, ... ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 7 | 2022 |
