Shung, Dennis L.

Harnessing the power of synthetic data in healthcare: innovation, application, and privacy

Giuffrè, M., & Shung, D. L. (2023) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationPrivacy-Preserving Technologies in Data

Cited by 392

Randomized Clinical Trials of Machine Learning Interventions in Health Care: A Systematic Review

Plana, D., Shung, D. L., Grimshaw, A. A., Saraf, A., Sung, J. J. Y., & Kann, B. H. (2022) · JAMA Network Open

Artificial Intelligence in Healthcare and EducationMeta-analysis and systematic reviews

Cited by 236

Validation of a Machine Learning Model That Outperforms Clinical Risk Scoring Systems for Upper Gastrointestinal Bleeding

Shung, D. L., Au, B., Taylor, R. A., Tay, J. K., Laursen, S. B., Stanley, A. J., Dalton, H. R., Ngu, J., Schultz, M., & Laine, L. (2020) · Gastroenterology

Gastrointestinal Bleeding Diagnosis and TreatmentHelicobacter pylori-related gastroenterology studies

Cited by 227

Optimization of hepatological clinical guidelines interpretation by large language models: a retrieval augmented generation-based framework

Kresevic, S., Giuffrè, M., Ajcevic, M., Accardo, A., Crocè, L. S., & Shung, D. L. (2024) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 207

Randomized Controlled Trials of Artificial Intelligence in Clinical Practice: Systematic Review

Lam, T. Y. T., Cheung, M. F. K., Munro, Y. L., Lim, K. M., Shung, D., & Sung, J. J. Y. (2022) · Journal of Medical Internet Research

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 120

Medical foundation large language models for comprehensive text analysis and beyond

Xie, Q., Chen, Q., Chen, A., Peng, C., Hu, Y., Lin, F., Peng, X., Huang, J., Zhang, J., Keloth, V., et al. (2025) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationTopic Modeling

Cited by 74

Multiscale PHATE identifies multimodal signatures of COVID-19

Kuchroo, M., Huang, J., Wong, P., Grenier, J.-C., Shung, D., Tong, A., Lucas, C., Klein, J., Burkhardt, D. B., Gigante, S., et al. (2022) · Nature Biotechnology

Single-cell and spatial transcriptomicsTopological and Geometric Data Analysis

Cited by 72

Large Language Model–Generated Electronic Consultations: A Blinded Comparative Study of OpenEvidence and Gastroenterologist Electronic Consultations

Stephenson, C. R., Varayil, J. E., Salonen, B. R., Wight, E. C., Sang, P. D., Ghosh, A. K., Shung, D. L., Croghan, I. T., Schroeder, D. R., & Hurt, R. T. (2026) · Mayo Clinic Proceedings: Digital Health

Artificial Intelligence in Healthcare and EducationHealthcare Systems and Technology

Cited by 0