Dennis L. Shung

According to our database, Dennis L. Shung authored at least 29 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Learning over von Mises-Fisher distributions via a Wasserstein-like geometry.

Kisung You, Dennis L. Shung, Mauro Giuffrè

Stat. Comput., April, 2026

MedSimAI: Simulation and Formative Feedback Generation to Enhance Deliberate Practice in Medical Education.

Yann Hicke, Jadon Geathers, Kellen Vu, Justin Sewell, Claire Cardie, Jaideep Talwalkar, Dennis L. Shung, Anyanate Gwendolyne Jack, Susannah Cornes, Mackenzi Preston, René F. Kizilcec

Proceedings of the LAK26: 16th International Learning Analytics and Knowledge Conference, 2026

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, May, 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, May, 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, March, 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, Trenton Chang, Vasiliki Bikia, Nicole Zhang, Ayush Noori, Yuan Xia, Md. Belal Hossain, Hanna A. Frank, Alina Peluso, Yuan Pu, Shannon Zejiang Shen, John Wu, Adibvafa Fallahpour, Sazan Mahbub, Ross Duncan, Yuwei Zhang, Yurui Cao, Zuheng Xu, Michael Craig, Rahul G. Krishnan, Rahmatollah Beheshti, James M. Rehg, Mohammad Ehsanul Karim, Megan Coffee, Leo Anthony Celi, Jason Alan Fries, Mohsen Sadatsafavi, Dennis L. Shung, Shannon K. McWeeney, Jessica Dafflon, Sarah Jabbour

CoRR, February, 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, January, 2025

Medical foundation large language models for comprehensive text analysis and beyond.

Qianqian Xie, Qingyu Chen, Aokun Chen, Cheng Peng, Yan Hu, Fongci Lin, Xueqing Peng, Jimin Huang, Jeffrey Zhang, Vipina Kuttichi Keloth, Xinyu Zhou, Lingfei Qian, Huan He, Dennis L. Shung, Lucila Ohno-Machado, Yonghui Wu, Hua Xu, Jiang Bian

npj Digit. Medicine, 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, Ian Gralnek, Joseph J. Y. Sung, Alan Barkun, Loren Laine, Jasjeet S. Sekhon, Bradly C. Stadie, Dennis L. Shung

npj Digit. Medicine, 2025

Usability and adoption in a randomized trial of GutGPT a GenAI tool for gastrointestinal bleeding.

Sunny Chung, Mauro Giuffrè, Niroop Rajashekar, Yuan Pu, Yeo Eun Shin, Simone Kresevic, Colleen E. Chan, Shinpei Nakamura-Sakai, Kisung You, Theo Saarinen, Allen Hsiao, Ambrose H. Wong, Leigh V. Evans, Terika McCall, René F. Kizilcec, Jasjeet S. Sekhon, Loren Laine, Dennis L. Shung

npj Digit. Medicine, 2025

On the Wasserstein Median of Probability Measures.

Kisung You, Dennis L. Shung, Mauro Giuffrè

J. Comput. Graph. Stat., 2025

What Medical Students Need from Simulation: Insights to Guide Scalable Learning Design.

Jadon Geathers, Yann Hicke, Naphasjutha Kongsonthana, Justin Sewell, Anyanate Gwendolyne Jack, Dennis L. Shung, MacKenzi Preston, Susannah Cornes, René F. Kizilcec

Proceedings of the Twelfth ACM Conference on Learning @ Scale, 2025

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

Proceedings of the Artificial Intelligence in Education - 26th International Conference, 2025

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

Trajectory Flow Matching with Applications to Clinical Time Series Modeling.

Xi Zhang, Yuan Pu, Yuki Kawamura, Andrew Loza, Yoshua Bengio, Dennis L. Shung, Alexander Tong

CoRR, 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 Modelling.

Xi Zhang, Yuan Pu, Yuki Kawamura, Andrew Loza, Yoshua Bengio, Dennis L. Shung, Alexander Tong

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Enhancing Collaborative Medical Outcomes through Private Synthetic Hypercube Augmentation: PriSHA.

Shinpei Nakamura-Sakai, Dennis L. Shung, Jasjeet S. Sekhon

Proceedings of the Conference on Health, 2024

Human-Algorithmic Interaction Using a Large Language Model-Augmented Artificial Intelligence Clinical Decision Support System.

Niroop Channa Rajashekar, Yeo Eun Shin, Yuan Pu, Sunny Chung, Kisung You, Mauro Giuffrè, Colleen E. Chan, Theo Saarinen, Allen Hsiao, Jasjeet S. Sekhon, Ambrose H. Wong, Leigh V. Evans, René F. Kizilcec, Loren Laine, Terika McCall, Dennis L. Shung

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

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

Mauro Giuffrè, Dennis L. Shung

npj Digit. Medicine, 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, Yeo Eun Shin, Loren Laine, Ambrose Wong, René F. Kizilcec, Jasjeet S. Sekhon, Dennis L. Shung

CoRR, 2023

Auditing for Human Expertise.

Rohan Alur, Loren Laine, Darrick K. Li, Manish Raghavan, Devavrat Shah, Dennis L. Shung

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

On the Spherical Laplace Distribution.

Kisung You, Dennis L. Shung

Proceedings of the 26th International Conference on Information Fusion, 2023

2022

<i>Rdimtools</i>: An R package for dimension reduction and intrinsic dimension estimation.

Kisung You, Dennis L. Shung

Softw. Impacts, December, 2022

Embedding Signals on Graphs with Unbalanced Diffusion Earth Mover's Distance.

Alexander Tong, Guillaume Huguet, Dennis L. Shung, Amine Natik, Manik Kuchroo, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy

Proceedings of the IEEE International Conference on Acoustics, 2022

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 Knowledge Graphs with Unbalanced Diffusion Earth Mover's Distance.

Alexander Tong, Guillaume Huguet, Dennis L. Shung, Amine Natik, Manik Kuchroo, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy

CoRR, 2021

MURAL: An Unsupervised Random Forest-Based Embedding for Electronic Health Record Data.

Michal Gerasimiuk, Dennis L. Shung, Alexander Tong, Adrian J. Stanley, Michael Schultz, Jeffrey Ngu, Loren Laine, Guy Wolf, Smita Krishnaswamy

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

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