Making Logic Learnable With Neural Networks. - Tobias Brudermueller; Dennis L. Shung; Loren Laine; Adrian J. Stanley; Stig B. Laursen; Harry R. Dalton; Jeffrey Ngu; Michael Schultz; Johannes Stegmaier; Smita Krishnaswamy (CoRR, 2020)

MURAL: An Unsupervised Random Forest-Based Embedding for Electronic Health Record Data. - Michal Gerasimiuk; Dennis L. Shung; Alexander Tong 001; Adrian J. Stanley; Michael Schultz; Jeffrey Ngu; Loren Laine; Guy Wolf; Smita Krishnaswamy (IEEE BigData, 2021)

Embedding Signals on Knowledge Graphs with Unbalanced Diffusion Earth Mover's Distance. - Alexander Tong 001; Guillaume Huguet; Dennis L. Shung; Amine Natik; Manik Kuchroo; Guillaume Lajoie; Guy Wolf; Smita Krishnaswamy (CoRR, 2021)

Generating hard-to-obtain information from easy-to-obtain information: Applications in drug discovery and clinical inference. - Matthew Amodio; Dennis L. Shung; Daniel B. Burkhardt; Patrick Wong; Michael Simonov; Yu Yamamoto; David van Dijk; Francis Perry Wilson; Akiko Iwasaki; Smita Krishnaswamy (Patterns, 2021)

Embedding Signals on Graphs with Unbalanced Diffusion Earth Mover's Distance. - Alexander Tong 001; Guillaume Huguet; Dennis L. Shung; Amine Natik; Manik Kuchroo; Guillaume Lajoie; Guy Wolf; Smita Krishnaswamy (ICASSP, 2022)

Rdimtools: An R package for dimension reduction and intrinsic dimension estimation. - Kisung You; Dennis L. Shung (Softw. Impacts, 2022)

On the Spherical Laplace Distribution. - Kisung You; Dennis L. Shung (FUSION, 2023)

Auditing for Human Expertise. - Rohan Alur; Loren Laine; Darrick K. Li; Manish Raghavan; Devavrat Shah; Dennis L. Shung (NeurIPS, 2023)

Assessing the Usability of GutGPT: A Simulation Study of an AI Clinical Decision Support System for Gastrointestinal Bleeding Risk. - Colleen E. Chan; Kisung You; Sunny Chung; Mauro Giuffrè; Theo Saarinen; Niroop Rajashekar; Yuan Pu 002; Yeo Eun Shin; Loren Laine; Ambrose Wong; René F. Kizilcec; Jasjeet S. Sekhon; et al. (CoRR, 2023)

Harnessing the power of synthetic data in healthcare: innovation, application, and privacy. - Mauro Giuffrè; Dennis L. Shung (npj Digit. Medicine, 2023)

Human-Algorithmic Interaction Using a Large Language Model-Augmented Artificial Intelligence Clinical Decision Support System. - Niroop Channa Rajashekar; Yeo Eun Shin; Yuan Pu 002; Sunny Chung; Kisung You; Mauro Giuffrè; Colleen E. Chan; Theo Saarinen; Allen Hsiao; Jasjeet S. Sekhon; Ambrose H. Wong; Leigh V. Evans; et al. (CHI, 2024)

Enhancing Collaborative Medical Outcomes through Private Synthetic Hypercube Augmentation: PriSHA. - Shinpei Nakamura-Sakai; Dennis L. Shung; Jasjeet S. Sekhon (CHIL, 2024)

Trajectory Flow Matching with Applications to Clinical Time Series Modelling. - Xi Zhang; Yuan Pu 002; Yuki Kawamura; Andrew Loza; Yoshua Bengio; Dennis L. Shung; Alexander Tong 001 (NeurIPS, 2024)

Integrating Expert Judgment and Algorithmic Decision Making: An Indistinguishability Framework. - Rohan Alur; Loren Laine; Darrick K. Li; Dennis L. Shung; Manish Raghavan; Devavrat Shah (CoRR, 2024)

Trajectory Flow Matching with Applications to Clinical Time Series Modeling. - Xi Zhang; Yuan Pu 002; Yuki Kawamura; Andrew Loza; Yoshua Bengio; Dennis L. Shung; Alexander Tong 001 (CoRR, 2024)

Optimization of hepatological clinical guidelines interpretation by large language models: a retrieval augmented generation-based framework. - Simone Kresevic; Mauro Giuffrè; Milos Ajcevic; Agostino Accardo; Lory S. Crocè; Dennis L. Shung (npj Digit. Medicine, 2024)

Benchmarking Generative AI for Scoring Medical Student Interviews in Objective Structured Clinical Examinations (OSCEs). - Jadon Geathers; Yann Hicke; Colleen E. Chan; Niroop Rajashekar; Sarah Young; Justin Sewell; Susannah Cornes; René F. Kizilcec; Dennis L. Shung (AIED (3), 2025)

On the Wasserstein Median of Probability Measures. - Kisung You; Dennis L. Shung; Mauro Giuffrè (J. Comput. Graph. Stat., 2025)

Expert of Experts Verification and Alignment (EVAL) Framework for Large Language Models Safety in Gastroenterology. - Mauro Giuffrè; Kisung You; Ziteng Pang; Simone Kresevic; Sunny Chung; Ryan Chen; Youngmin Ko; Colleen E. Chan; Theo Saarinen; Milos Ajcevic; Lory S. Crocè; Guadalupe Garcia-Tsao; et al. (npj Digit. Medicine, 2025)

Medical foundation large language models for comprehensive text analysis and beyond. - Qianqian Xie; Qingyu Chen 001; Aokun Chen; Cheng Peng 009; Yan Hu; Fongci Lin; Xueqing Peng; Jimin Huang; Jeffrey Zhang 010; Vipina Kuttichi Keloth; Xinyu Zhou; Lingfei Qian; et al. (npj Digit. Medicine, 2025)

Benchmarking Generative AI for Scoring Medical Student Interviews in Objective Structured Clinical Examinations (OSCEs). - Jadon Geathers; Yann Hicke; Colleen E. Chan; Niroop Rajashekar; Justin Sewell; Susannah Cornes; René F. Kizilcec; Dennis L. Shung (CoRR, 2025)

Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2024 Symposium. - Amin Adibi; Xu Cao; Zongliang Ji; Jivat Neet Kaur; Winston Chen; Elizabeth Healey; Brighton Nuwagira; Wenqian Ye; Geoffrey Woollard; Maxwell A. Xu; Hejie Cui; Johnny Xi; et al. (CoRR, 2025)

MedSimAI: Simulation and Formative Feedback Generation to Enhance Deliberate Practice in Medical Education. - Yann Hicke; Jadon Geathers; Niroop Rajashekar; Colleen E. Chan; Anyanate Gwendolyne Jack; Justin Sewell; Mackenzi Preston; Susannah Cornes; Dennis L. Shung; René F. Kizilcec (CoRR, 2025)

Learning over von Mises-Fisher Distributions via a Wasserstein-like Geometry. - Kisung You; Dennis L. Shung; Mauro Giuffrè (CoRR, 2025)

LAMP: Extracting Locally Linear Decision Surfaces from LLM World Models. - Ryan Chen; Youngmin Ko; Zeyu Zhang; Catherine Cho; Sunny Chung; Mauro Giuffrè; Dennis L. Shung; Bradly C. Stadie (CoRR, 2025)

multivariateGPT: a decoder-only transformer for multivariate categorical and numeric data. - Andrew J. Loza; Jun Yup Kim; Shangzheng Song; Yihang Liu; Joseph J. Y. Sung; R. Andrew Taylor; Dennis L. Shung (CoRR, 2025)