Dennis L. Shung

30 papers A* 3A 1C 1Misc 1Journal 21Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning over von Mises-Fisher distributions via a Wasserstein-like geometry. Stat. Comput. Kisung You, Dennis L. Shung, Mauro Giuffrè
2026	A	`conf`	MedSimAI: Simulation and Formative Feedback Generation to Enhance Deliberate Practice in Medical Education. LAK 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
2025	—	`conf`	Benchmarking Generative AI for Scoring Medical Student Interviews in Objective Structured Clinical Examinations (OSCEs). AIED (3) Jadon Geathers, Yann Hicke, Colleen E. Chan, Niroop Rajashekar, Sarah Young, Justin Sewell, Susannah Cornes, René F. Kizilcec, Dennis L. Shung
2025	J	`jnl`	Benchmarking Generative AI for Scoring Medical Student Interviews in Objective Structured Clinical Examinations (OSCEs). CoRR Jadon Geathers, Yann Hicke, Colleen E. Chan, Niroop Rajashekar, Justin Sewell, Susannah Cornes, René F. Kizilcec, Dennis L. Shung
2025	J	`jnl`	Expert of Experts Verification and Alignment (EVAL) Framework for Large Language Models Safety in Gastroenterology. npj Digit. Medicine 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
2025	J	`jnl`	LAMP: Extracting Locally Linear Decision Surfaces from LLM World Models. CoRR Ryan Chen, Youngmin Ko, Zeyu Zhang, Catherine Cho, Sunny Chung, Mauro Giuffrè, Dennis L. Shung, Bradly C. Stadie
2025	J	`jnl`	Learning over von Mises-Fisher Distributions via a Wasserstein-like Geometry. CoRR Kisung You, Dennis L. Shung, Mauro Giuffrè
2025	J	`jnl`	MedSimAI: Simulation and Formative Feedback Generation to Enhance Deliberate Practice in Medical Education. CoRR Yann Hicke, Jadon Geathers, Niroop Rajashekar, Colleen E. Chan, Anyanate Gwendolyne Jack, Justin Sewell, Mackenzi Preston, Susannah Cornes, Dennis L. Shung, René F. Kizilcec
2025	J	`jnl`	Medical foundation large language models for comprehensive text analysis and beyond. npj Digit. Medicine 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
2025	J	`jnl`	On the Wasserstein Median of Probability Measures. J. Comput. Graph. Stat. Kisung You, Dennis L. Shung, Mauro Giuffrè
2025	J	`jnl`	Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2024 Symposium. CoRR 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
2025	J	`jnl`	Usability and adoption in a randomized trial of GutGPT a GenAI tool for gastrointestinal bleeding. npj Digit. Medicine 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
2025	J	`jnl`	multivariateGPT: a decoder-only transformer for multivariate categorical and numeric data. CoRR Andrew J. Loza, Jun Yup Kim, Shangzheng Song, Yihang Liu, Joseph J. Y. Sung, R. Andrew Taylor, Dennis L. Shung
2024	—	`conf`	Enhancing Collaborative Medical Outcomes through Private Synthetic Hypercube Augmentation: PriSHA. CHIL Shinpei Nakamura-Sakai, Dennis L. Shung, Jasjeet S. Sekhon
2024	A*	`conf`	Human-Algorithmic Interaction Using a Large Language Model-Augmented Artificial Intelligence Clinical Decision Support System. CHI 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
2024	J	`jnl`	Integrating Expert Judgment and Algorithmic Decision Making: An Indistinguishability Framework. CoRR Rohan Alur, Loren Laine, Darrick K. Li, Dennis L. Shung, Manish Raghavan, Devavrat Shah
2024	J	`jnl`	Optimization of hepatological clinical guidelines interpretation by large language models: a retrieval augmented generation-based framework. npj Digit. Medicine Simone Kresevic, Mauro Giuffrè, Milos Ajcevic, Agostino Accardo, Lory S. Crocè, Dennis L. Shung
2024	J	`jnl`	Trajectory Flow Matching with Applications to Clinical Time Series Modeling. CoRR Xi Zhang, Yuan Pu, Yuki Kawamura, Andrew Loza, Yoshua Bengio, Dennis L. Shung, Alexander Tong
2024	A*	`conf`	Trajectory Flow Matching with Applications to Clinical Time Series Modelling. NeurIPS Xi Zhang, Yuan Pu, Yuki Kawamura, Andrew Loza, Yoshua Bengio, Dennis L. Shung, Alexander Tong
2023	J	`jnl`	Assessing the Usability of GutGPT: A Simulation Study of an AI Clinical Decision Support System for Gastrointestinal Bleeding Risk. CoRR 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
2023	A*	`conf`	Auditing for Human Expertise. NeurIPS Rohan Alur, Loren Laine, Darrick K. Li, Manish Raghavan, Devavrat Shah, Dennis L. Shung
2023	J	`jnl`	Auditing for Human Expertise. CoRR Rohan Alur, Loren Laine, Darrick K. Li, Manish Raghavan, Devavrat Shah, Dennis L. Shung
2023	J	`jnl`	Harnessing the power of synthetic data in healthcare: innovation, application, and privacy. npj Digit. Medicine Mauro Giuffrè, Dennis L. Shung
2023	C	`conf`	On the Spherical Laplace Distribution. FUSION Kisung You, Dennis L. Shung
2022	Misc	`conf`	Embedding Signals on Graphs with Unbalanced Diffusion Earth Mover's Distance. ICASSP Alexander Tong, Guillaume Huguet, Dennis L. Shung, Amine Natik, Manik Kuchroo, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy
2021	J	`jnl`	Embedding Signals on Knowledge Graphs with Unbalanced Diffusion Earth Mover's Distance. CoRR Alexander Tong, Guillaume Huguet, Dennis L. Shung, Amine Natik, Manik Kuchroo, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy
2021	J	`jnl`	Generating hard-to-obtain information from easy-to-obtain information: Applications in drug discovery and clinical inference. Patterns Matthew Amodio, Dennis L. Shung, Daniel B. Burkhardt, Patrick Wong, Michael Simonov, Yu Yamamoto, David van Dijk, Francis Perry Wilson, Akiko Iwasaki, Smita Krishnaswamy
2021	—	`conf`	MURAL: An Unsupervised Random Forest-Based Embedding for Electronic Health Record Data. IEEE BigData Michal Gerasimiuk, Dennis L. Shung, Alexander Tong, Adrian J. Stanley, Michael Schultz, Jeffrey Ngu, Loren Laine, Guy Wolf, Smita Krishnaswamy
2021	J	`jnl`	MURAL: An Unsupervised Random Forest-Based Embedding for Electronic Health Record Data. CoRR Michal Gerasimiuk, Dennis L. Shung, Alexander Tong, Adrian J. Stanley, Michael Schultz, Jeffrey Ngu, Loren Laine, Guy Wolf, Smita Krishnaswamy
2020	J	`jnl`	Making Logic Learnable With Neural Networks. CoRR Tobias Brudermueller, Dennis L. Shung, Loren Laine, Adrian J. Stanley, Stig B. Laursen, Harry R. Dalton, Jeffrey Ngu, Michael Schultz, Johannes Stegmaier, Smita Krishnaswamy