Yifan Peng

Associate Professor, Weill Cornell Medicine, Cornell University

Joined

April 2021

Names

Yifan Peng (Preferred)

Emails

****@nih.gov (Confirmed)

****@med.cornell.edu (Confirmed)

****@udel.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

Weill Cornell Medicine, Cornell University (med.cornell.edu)

2020 – Present

Postdoc

National Institutes of Health (nih.gov)

2016 – 2020

PhD student

University of Delaware (udel.edu)

2010 – 2016

Advisors, Relations & Conflicts

Postdoc Advisor

Zhiyong Lu

2016 – 2020

PhD Advisor

Cathy Wu

2010 – 2016

PhD Advisor

Vijay Shanker

2010 – 2016

Expertise

deep learning

2016 – Present

natural language processing

2010 – Present

BioNLP

2010 – Present

Publications

Benchmarking foundation models with multimodal public electronic health records
Kunyu Yu, Rui Yang, Jingchi Liao, Siqi Li, Huitao Li, Irene Li, Yifan Peng, Rishikesan Kamaleswaran, Nan Liu
- OpenReview Archive Direct Upload
- Readers: Everyone
A Multi-agent Large Language Model Framework to Automatically Assess Performance of a Clinical AI Triage Tool
Adam E. Flanders, Yifan Peng, Luciano M. Prevedello, Robyn L. Ball, Errol Colak, Prahlad Menon, George Shih, Hui-Ming Lin, Paras Lakhani
- CoRR 2025
- Readers: Everyone
SynDoc: A Hybrid Discriminative-Generative Framework for Synthetic Domain-Adaptive Document Key Information Extraction
Yihao Ding, Caren Han, Yanbei Jiang, Yan Li, Zechuan Li, Yifan Peng
- Submitted to ICLR 2026
- Readers: Everyone
Two-Stage Decoupling Framework for Variable-Length Glaucoma Prognosis
Yiran Song, Yikai Zhang, Silvia Orengo-Nania, Nian Wang, Fenglong Ma, Rui Zhang, Yifan Peng, Mingquan Lin
- CoRR 2025
- Readers: Everyone
A Multi-Stage Large Language Model Framework for Extracting Suicide-Related Social Determinants of Health
Song Wang, Yishu Wei, Haotian Ma, Max Lovitt, Kelly Deng, Yuan Meng, Zihan Xu, Jingze Zhang, Yunyu Xiao, Ying Ding, Xuhai Xu, Joydeep Ghosh, Yifan Peng
- CoRR 2025
- Readers: Everyone
Scalable Scientific Interest Profiling Using Large Language Models
Yilun Liang, Gongbo Zhang, Edward Sun, Betina Idnay, Yilu Fang, Fangyi Chen, Casey N. Ta, Yifan Peng, Chunhua Weng
- CoRR 2025
- Readers: Everyone
Extracting Post-Acute Sequelae of SARS-CoV-2 Infection Symptoms from Clinical Notes via Hybrid Natural Language Processing
Zilong Bai, Zihan Xu, Cong Sun, Chengxi Zang, H. Timothy Bunnell, Catherine Sinfield, Jacqueline R. M. A. Maasch, Aaron Thomas Martinez, L. Charles Bailey, Mark G. Weiner, Thomas R. Campion Jr., Thomas Carton, Christopher B. Forrest, Rainu Kaushal, Fei Wang, Yifan Peng
- CoRR 2025
- Readers: Everyone
CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray
Mingquan Lin, Gregory Holste, Song Wang, Yiliang Zhou, Yishu Wei, Imon Banerjee, Pengyi Chen, Tianjie Dai, Yuexi Du, Nicha C. Dvornek, Yuyan Ge, Zuowei Guo, Shouhei Hanaoka, Dongkyun Kim, Pablo Messina, Yang Lu, Denis Parra, Donghyun Son, Álvaro Soto, Aisha Urooj et al. (13 additional authors not shown)
- CoRR 2025
- Readers: Everyone
EvidenceOutcomes: a Dataset of Clinical Trial Publications with Clinically Meaningful Outcomes
Yiliang Zhou, Abigail M. Newbury, Gongbo Zhang, Betina Ross S. Idnay, Hao Liu, Chunhua Weng, Yifan Peng
- CoRR 2025
- Readers: Everyone
Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review
Yuhan Zhang, Yishu Wei, Yanshan Wang, Yunyu Xiao, Ronald K. Poropatich, Gretchen L. Haas, Yiye Zhang, Chunhua Weng, Jinze Liu, Lisa A. Brenner, James M. Bjork, Yifan Peng
- CoRR 2025
- Readers: Everyone

View all 201 publications

Co-Authors

View all 609 co-authors