Jungwoo Oh

Postdoc, Korea Advanced Institute of Science & Technology

PhD student, Korea Advanced Institute of Science and Technology

Joined

January 2022

Names

Jungwoo Oh (Preferred)

Emails

****@kaist.ac.kr (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Postdoc

Korea Advanced Institute of Science & Technology (kaist.ac.kr)

2026 – Present

PhD student

Korea Advanced Institute of Science and Technology (kaist.ac.kr)

2022 – 2026

MS student

Korea Advanced Institute of Science and Technology (kaist.ac.kr)

2021 – 2022

Advisors, Relations & Conflicts

Postdoc Advisor

Edward Choi

2026 – Present

PhD Advisor

Edward Choi

2021 – 2026

Expertise

deep learning

healthcare

2021 – Present

Publications

ECG-Agent: On-Device Tool-Calling Agent for ECG Multi-Turn Dialogue
Hyunseung Chung, Jungwoo Oh, Daeun Kyung, Jiho Kim, Yeonsu Kwon, Min-Gyu Kim, Edward Choi
- CoRR 2026
- Readers: Everyone
MEDS Decentralized, Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health
Matthew B.A. McDermott, Aleksia Kolo, Chao Pang, Edward Choi, Ethan Steinberg, Hyewon Jeong, Jack Gallifant, Jason Alan Fries, Jeffrey N Chiang, Jungwoo Oh, Justin Xu, Kamilė Stankevičiūtė, Kiril Vadimovic Klein, Mikkel Fruelund Odgaard, Nassim Oufattole, Patrick Rockenschaub, Pawel Renc, Robin van de Water, Shalmali Joshi, Simon Austin Lee et al. (11 additional authors not shown)
- Demo Track Paper - Machine Learning for Health (ML4H) symposium 2024
- Readers: Everyone
LabTOP: A Unified Model for Lab Test Outcome Prediction on Electronic Health Records
Sujeong Im, Jungwoo Oh, Edward Choi
- CHIL 2025
- Readers: Everyone
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes
Sunjun Kweon, Junu Kim, Jiyoun Kim, Sujeong Im, Eunbyeol Cho, Seongsu Bae, Jungwoo Oh, Gyubok Lee, Jong Hak Moon, Seng Chan You, Seungjin Baek, Chang Hoon Han, Yoon Bin Jung, Yohan Jo, Edward Choi
- ACL (Findings) 2024
- Readers: Everyone
GenHPF: General Healthcare Predictive Framework for Multi-Task Multi-Source Learning
Kyunghoon Hur, Jungwoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Louis Atallah, Edward Choi
- Published: 01 Jan 2024, Last Modified: 13 Apr 2024
- IEEE J. Biomed. Health Informatics 2024
- Readers: Everyone
Learning under Label Noise through Few-Shot Human-in-the-Loop Refinement
Aaqib Saeed, Dimitris Spathis, Jungwoo Oh, Edward Choi, Ali Etemad
- Published: 01 Jan 2024, Last Modified: 16 Apr 2024
- CoRR 2024
- Readers: Everyone
Unifying Heterogeneous Electronic Health Records Systems via Text-Based Code Embedding
Kyunghoon Hur, Jiyoung Lee, Jungwoo Oh, Wesley Price, Young-Hak Kim, Edward Choi
- 28 Jun 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram
Jungwoo Oh, Gyubok Lee, Seongsu Bae, Joon-myoung Kwon, Edward Choi
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei Ji, Eric I-Chao Chang, Tackeun Kim, Edward Choi
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei Ji, Eric I-Chao Chang, Tackeun Kim, Edward Choi
- Published: 01 Jan 2023, Last Modified: 16 Apr 2024
- NeurIPS 2023
- Readers: Everyone

View all 15 publications

Co-Authors

View all 68 co-authors