Mauro Giuffrè

14 papers A* 1Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
EHRNavigator: A Multi-Agent System for Patient-Level Clinical Question Answering over Heterogeneous Electronic Health Records.
CoRR
Lingfei Qian, Mauro Giuffrè, Yan Wang, Huan He, Qianqian Xie, Xuguang Ai, Xeuqing Peng, Fan Ma, Ruey-Ling Weng, Donald Wright, Adan Wang, Qingyu Chen, Vipina Kuttichi Keloth, Hua Xu
2026 J jnl
Learning over von Mises-Fisher distributions via a Wasserstein-like geometry.
Stat. Comput.
Kisung You, Dennis L. Shung, Mauro Giuffrè
2026 J jnl
ctELM: Decoding and Manipulating Embeddings of Clinical Trials with Embedding Language Models.
CoRR
Brian Ondov, Chia-Hsuan Chang, Yujia Zhou, Mauro Giuffrè, Hua Xu
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
From Compound Figures to Composite Understanding: Developing a Multi-Modal LLM from Biomedical Literature with Medical Multiple-Image Benchmarking and Validation.
CoRR
Zhen Chen, Yihang Fu, Gabriel Madera, Mauro Giuffrè, Serina S. Applebaum, Hyunjae Kim, Hua Xu, Qingyu Chen
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
On the Wasserstein Median of Probability Measures.
J. Comput. Graph. Stat.
Kisung You, Dennis L. Shung, Mauro Giuffrè
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
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
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
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 J jnl
Harnessing the power of synthetic data in healthcare: innovation, application, and privacy.
npj Digit. Medicine
Mauro Giuffrè, Dennis L. Shung
2012 J jnl
Theognis of Megara and the Divine Creating Power in the Framework of Semiotic Textology: An Application of János Sándor Petöfi's Theory to Archaic Greek Literature.
J. Log. Lang. Inf.
Mauro Giuffrè