| 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 | 197 | 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 | 160 | 2022 |
| Harnessing the power of synthetic data in healthcare: innovation, application, and privacy M Giuffrè, DL Shung NPJ digital medicine 6 (1), 186, 2023 | 148 | 2023 |
| 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 | 66 | 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 | 65 | 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 | 63 | 2022 |
| Optimization of hepatological clinical guidelines interpretation by large language models: a retrieval augmented generation-based framework S Kresevic, M Giuffrè, M Ajcevic, A Accardo, LS Crocè, DL Shung NPJ digital medicine 7 (1), 102, 2024 | 52 | 2024 |
| 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 | 48 | 2020 |
| Evaluating ChatGPT in medical contexts: the imperative to guard against hallucinations and partial accuracies M Giuffrè, K You, DL Shung Clinical Gastroenterology and Hepatology 22 (5), 1145-1146, 2024 | 32 | 2024 |
| Randomized Clinical Trials of Machine Learning Interventions in Health Care: A Systematic Review. JAMA Netw Open 5, e2233946 D Plana, DL Shung, AA Grimshaw, A Saraf, JJY Sung, BH Kann | 30 | 2022 |
| Challenges of developing artificial intelligence‐assisted tools for clinical medicine DL Shung, JJY Sung Journal of Gastroenterology and Hepatology 36 (2), 295-298, 2021 | 29 | 2021 |
| 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 | 27 | 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 | 24 | 2015 |
| 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 | 22 | 2021 |
| Optimizing large language models in digestive disease: strategies and challenges to improve clinical outcomes M Giuffrè, S Kresevic, N Pugliese, K You, DL Shung Liver International 44 (9), 2114-2124, 2024 | 20 | 2024 |
| How artificial intelligence will impact colonoscopy and colorectal screening DL Shung, MF Byrne Gastrointestinal Endoscopy Clinics 30 (3), 585-595, 2020 | 20 | 2020 |
| 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 | 18 | 2021 |
| Auditing for human expertise R Alur, L Laine, D Li, M Raghavan, D Shah, D Shung Advances in Neural Information Processing Systems 36, 79439-79468, 2023 | 17 | 2023 |
| 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 | 17 | 2020 |
| Systematic review: The use of large language models as medical chatbots in digestive diseases M Giuffrè, S Kresevic, K You, J Dupont, J Huebner, AA Grimshaw, ... Alimentary pharmacology & therapeutics 60 (2), 144-166, 2024 | 15 | 2024 |
