Gongbo Zhang

Researcher, Columbia University

Joined

July 2019

Names

Gongbo Zhang (Preferred)

Emails

****@udel.edu (Confirmed)

****@cumc.columbia.edu (Confirmed)

Personal Links

Google Scholar

Career & Education History

Researcher

Columbia University (columbia.edu)

2025 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Chunhua Weng

2023 – 2025

Expertise

No areas of expertise listed

Publications

A data-driven method for research trend analysis in a scientific discipline: Application to the journal of biomedical informatics
Yilu Fang, Gongbo Zhang, Samir Sanchez Tejada, Fangyi Chen, Edward H. Shortliffe, Vimla L. Patel, Mor Peleg, Chunhua Weng
- J. Biomed. Informatics 2026
- Readers: Everyone
CPGPrompt: Translating Clinical Guidelines into LLM-Executable Decision Support
Ruiqi Deng, Geoffrey Martin, Tony Wang, Gongbo Zhang, Yi Liu, Chunhua Weng, Yanshan Wang, Justin F. Rousseau, Yifan Peng
- CoRR 2026
- 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
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
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review
Zihan Xu, Haotian Ma, Gongbo Zhang, Yihao Ding, Chunhua Weng, Yifan Peng
- 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
- MedInfo 2025
- Readers: Everyone
Semi-supervised learning from small annotated data and large unlabeled data for fine-grained Participants, Intervention, Comparison, and Outcomes entity recognition
Fangyi Chen, Gongbo Zhang, Yilu Fang, Yifan Peng, Chunhua Weng
- J. Am. Medical Informatics Assoc. 2025
- Readers: Everyone
Leveraging long context in retrieval augmented language models for medical question answering
Gongbo Zhang, Zihan Xu, Qiao Jin, Fangyi Chen, Yilu Fang, Yi Liu, Justin F. Rousseau, Ziyang Xu, Zhiyong Lu, Chunhua Weng, Yifan Peng
- npj Digit. Medicine 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
- J. Biomed. Informatics 2025
- Readers: Everyone
Mini-mental status examination phenotyping for Alzheimer's disease patients using both structured and narrative electronic health record features
Betina Idnay, Gongbo Zhang, Fangyi Chen, Casey N. Ta, Matthew W. Schelke, Karen Marder, Chunhua Weng
- J. Am. Medical Informatics Assoc. 2025
- Readers: Everyone

View all 24 publications

Co-Authors

View all 75 co-authors