Dennis Shung

Also affiliated with Yale University, Mayo Clinic in Arizona, Mayo Clinic in Florida

MedicineComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 32 papers. Top paper: “Medical foundation large language models for comprehensive text analysis and beyond”.

Medical foundation large language models for comprehensive text analysis and beyond

npj Digital Medicine(2025)10.1038/s41746-025-01533-1

N/A

1.7DataRank · unranked

61 citations

Qingyu Chen, Aokun Chen, Peng Cheng, Yan Hu, Fongci Lin +13 more

Validation of an Electronic Health Record–Based Machine Learning Model Compared With Clinical Risk Scores for Gastrointestinal Bleeding

Gastroenterology(2024)10.1053/j.gastro.2024.06.030

N/A

0.489DataRank · unranked

25 citations

Colleen Chan, Kisung You, Shinpei Nakamura, Theo Saarinen, Neil S. Zheng +9 more

Neural Network Predicts Need for Red Blood Cell Transfusion for Patients with Acute Gastrointestinal Bleeding Admitted to the Intensive Care Unit

medRxiv(2020)10.1101/2020.05.19.20096743

N/A

0.484DataRank · unranked

6 citations

Egbert Castro, Jessie Huang, J. Kenneth Tay, Michael Simonov, Loren Laine +2 more

Disparities in Access to Endoscopy for Patients With Upper Gastrointestinal Bleeding Presenting to Emergency Departments

Gastroenterology(2022)10.1053/j.gastro.2022.10.001

N/A

0.449DataRank · unranked

19 citations

Neil S. Zheng, Catherine Mezzacappa, Maureen Canavan, Loren Laine, Dennis Shung +1 more

Expert of Experts Verification and Alignment (EVAL) Framework for Large Language Models Safety in Gastroenterology

npj Digital Medicine(2025)10.1038/s41746-025-01589-z

N/A

0.312DataRank · unranked

7 citations

Kisung You, Ziteng Pang, Simone Kresevic, Sunny Chung, Ryan Chen +14 more

On the Wasserstein Median of Probability Measures

Journal of Computational and Graphical Statistics(2024)10.1080/10618600.2024.2374580

N/A

0.269DataRank · unranked

5 citations

Dennis Shung, Mauro Giuffrè, Kisung You

Conditional Convolution of Clinical Data Embeddings for Multimodal Prostate Cancer Classification

(2025)10.1109/isbi60581.2025.10981307

N/A

0.104DataRank · unranked

1 citations

Fuyao Chen, Lihui Chen, Dennis Shung, John A. Onofrey, Jiayang Zhong

Generating hard-to-obtain information from easy-to-obtain information: Applications in drug discovery and clinical inference

Patterns(2021)10.1016/j.patter.2021.100288

N/A

0DataRank · unranked

7 citations

Dennis Shung, Daniel B. Burkhardt, Patrick Wong, Michael Simonov, Yu Yamamoto +5 more

Editorial: vitamin K antagonists versus direct oral anticoagulants in upper gastrointestinal bleeding

Alimentary Pharmacology & Therapeutics(2021)10.1111/apt.16268

N/A

0DataRank · unranked

0 citations

Dennis Shung, Nadeen Hussain

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

2021 IEEE International Conference on Big Data (Big Data)(2021)10.1109/bigdata52589.2021.9672045

N/A

0DataRank · unranked

0 citations

Dennis Shung, Alexander Tong, Adrian J. Stanley, Michael Schultz, Jeffrey Ngu +4 more

Rdimtools: An R package for dimension reduction and intrinsic dimension estimation

Software Impacts(2022)10.1016/j.simpa.2022.100414

N/A

0DataRank · unranked

16 citations

Dennis Shung, Kisung You

Racial and ethnic differences in hospital admissions for cellulitis in the United States: A cross-sectional analysis

Journal of the American Academy of Dermatology(2022)10.1016/j.jaad.2022.08.038

N/A

0DataRank · unranked

5 citations

Dennis Shung, E. Kerby, Neil S. Zheng

Trends in Upper Gastrointestinal Bleeding in Patients on Primary Prevention Aspirin: A Nationwide Emergency Department Sample Analysis, 2016-2020

The American Journal of Medicine(2023)10.1016/j.amjmed.2023.08.010

N/A

0DataRank · unranked

12 citations

Loren Laine, Dennis Shung, Darrick K. Li

Sex, Race, and Ethnicity Differences in Patients Presenting With Diverticular Disease at Emergency Departments in the United States: A National Cross-Sectional Study

Gastro Hep Advances(2023)10.1016/j.gastha.2023.11.012

N/A

0DataRank · unranked

5 citations

Wenjie Ma, Dennis Shung, Lisa L. Strate, Andrew T. Chan, Neil S. Zheng

Early identification of patients with acute gastrointestinal bleeding using natural language processing and decision rules

Journal of Gastroenterology and Hepatology(2020)10.1111/jgh.15313

N/A

0DataRank · unranked

21 citations

Cynthia Tsay, Loren Laine, David Chang, Fan Li, Prem Thomas +6 more

Review article: Upper gastrointestinal bleeding – review of current evidence and implications for management

Alimentary Pharmacology & Therapeutics(2024)10.1111/apt.17949

N/A

0DataRank · unranked

20 citations

Loren Laine, Dennis Shung

Detection of Gastrointestinal Bleeding With Large Language Models to Aid Quality Improvement and Appropriate Reimbursement

Gastroenterology(2024)10.1053/j.gastro.2024.09.014

N/A

0DataRank · unranked

17 citations

Vipina K. Keloth, Kisung You, Daniel Kats, Darrick K. Li, Ohm Deshpande +5 more

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

ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/)(2024)10.1145/3613904.3642024

N/A

0DataRank · unranked

77 citations

Yeo Eun Shin, 円杉浦, Sunny Chung, Kisung You, Mauro Giuffrè +11 more

Integrating Expert Judgment and Algorithmic Decision Making: An Indistinguishability Framework

arXiv (Cornell University)(2024)10.48550/arxiv.2410.08783

N/A

0DataRank · unranked

1 citations

Loren Laine, Darrick K. Li, Dennis Shung, Manish Raghavan, Devavrat Shah +1 more

The Reply

The American Journal of Medicine(2024)10.1016/j.amjmed.2024.01.017

N/A

0DataRank · unranked

0 citations

Dennis Shung, Darrick K. Li

Trajectory Flow Matching with Applications to Clinical Time Series Modeling

arXiv (Cornell University)(2024)10.48550/arxiv.2410.21154

N/A

0DataRank · unranked

0 citations

Pu Yuan, Yuki I. Kawamura, Andrew Loza, Yoshua Bengio, Dennis Shung +2 more

From Guidelines to Real‐Time Conversation: Expert‐Validated Retrieval‐Augmented and Fine‐Tuned GPT ‐4 for Hepatitis C Management

Liver International(2025)10.1111/liv.70349

N/A

0DataRank · unranked

3 citations

Nicola Pugliese, Simone Kresevic, Miloš Ajčević, Francesco Negro, Massimo Puoti +5 more

Artificial Intelligence in Gastroenterology and Hepatology: Potential and Perils

Gastroenterology(2025)10.1053/j.gastro.2025.05.004

N/A

0DataRank · unranked

2 citations

Marietta Iacucci, Dennis Shung

Guideline-enhanced large language models outperform physician-test takers on EASL Campus quizzes multiple choice questions

JHEP Reports(2025)10.1016/j.jhepr.2025.101523

N/A

0DataRank · unranked

2 citations

Alessia Distefano, Simone Kresevic, Lory Saveria Crocè, Dennis Shung, Miloš Ajčević +5 more

Large Language Model-Supported Systematic Reviews to Augment Clinical Guideline Development: An American Gastroenterological Association Pilot

Gastroenterology(2025)10.1053/j.gastro.2025.03.034

N/A

0DataRank · unranked

1 citations

Bahar Saberzadeh-Ardestani, Gaurav Kant Nigam, Yuhong Yuan, Siddharth Singh, Dennis Shung +1 more

Achieving Value by Risk Stratification With Machine Learning Model or Clinical Risk Score in Acute Upper Gastrointestinal Bleeding: A Cost Minimization Analysis

The American Journal of Gastroenterology(2023)10.14309/ajg.0000000000002520

N/A

0DataRank · unranked

4 citations

John K. Lin, Loren Laine, Dennis Shung

How Artificial Intelligence Will Impact Colonoscopy and Colorectal Screening

Gastrointestinal Endoscopy Clinics of North America(2020)10.1016/j.giec.2020.02.010

N/A

0DataRank · unranked

17 citations

Michael F. Byrne, Dennis Shung

Early Identification of Patients with Acute Gastrointestinal Bleeding using Electronic Health Record Phenotyping

medRxiv(2020)10.1101/2020.07.06.20136374

N/A

0DataRank · unranked

0 citations

Cynthia Tsay, Loren Laine, Prem Thomas, Caitlin Partridge, Michael Simonov +3 more

Challenges of developing artificial intelligence‐assisted tools for clinical medicine

Journal of Gastroenterology and Hepatology(2021)10.1111/jgh.15378

N/A

0DataRank · unranked

34 citations

Joseph J.�Y. Sung, Dennis Shung

Neural network predicts need for red blood cell transfusion for patients with acute gastrointestinal bleeding admitted to the intensive care unit

Scientific Reports(2021)10.1038/s41598-021-88226-3

N/A

0DataRank · unranked

31 citations

Jessie Huang, Egbert Castro, J. Kenneth Tay, Michael Simonov, Loren Laine +3 more

Advancing care for acute gastrointestinal bleeding using artificial intelligence

Journal of Gastroenterology and Hepatology(2021)10.1111/jgh.15372

N/A

0DataRank · unranked

13 citations

Dennis Shung

The Clinician's Guide to the Machine Learning Galaxy

Frontiers in Physiology(2021)10.3389/fphys.2021.658583

N/A

0DataRank · unranked

9 citations

Benjamin H. Kann, Richard A. Taylor, Dennis Shung, Lin Shen