Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks. - Daniel Lopez Martinez; Patrick Eschenfeldt; Sassan Ostvar; Myles Ingram; Chin Hur; Rosalind W. Picard (EMBC, 2019)

Deep learning on time series laboratory test results from electronic health records for early detection of pancreatic cancer. - Jiheum Park; Michael G. Artin; Kate E. Lee; Yoanna S. Pumpalova; Myles A. Ingram; Benjamin L. May; Michael Park; Chin Hur; Nicholas P. Tatonetti (J. Biomed. Informatics, 2022)

Tissue scale agent-based simulation of premalignant progressions in Barrett's esophagus. - Özgür Özmen; James J. Nutaro; Sassan Ostvar; Chin Hur; Chung Yin Kong (Simul., 2022)

Structured deep embedding model to generate composite clinical indices from electronic health records for early detection of pancreatic cancer. - Jiheum Park; Michael G. Artin; Kate E. Lee; Benjamin L. May; Michael Park; Chin Hur; Nicholas P. Tatonetti (Patterns, 2023)

Enhancing EHR-based pancreatic cancer prediction with LLM-derived embeddings. - Jiheum Park; Jason Patterson; Jose Miguel Acitores Cortina; Tian Gu; Chin Hur; Nicholas P. Tatonetti (npj Digit. Medicine, 2025)