Jungwoo Oh
- ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram
2023/06/21 by Jungwoo Oh, Gyubok Lee, Oh, Jungwoo +7 · 11 citations
Computer Science · #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning in Healthcare #Quantitative Methods (q-bio.QM) #Signal Processing (eess.SP) #Text Readability and Simplification #Topic Modeling #electronic engineering #information engineering
- Lead-agnostic Self-supervised Learning for Local and Global Representations of Electrocardiogram
2022/03/14 by Jungwoo Oh, Oh, Jungwoo, Hyunseung Chung +7 · 6 citations
Medicine · Psychology · #ECG Monitoring and Analysis #Atrial Fibrillation Management and Outcomes #Emotion and Mood Recognition
- EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
2023/10/28 by Seongsu Bae, Daeun Kyung, Bae, Seongsu +19 · 8 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
- Unifying Heterogeneous Electronic Health Records Systems via Text-Based Code Embedding
2021/08/08 by Kyunghoon Hur, Hur, Kyunghoon, Jiyoung Lee +9 · 4 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
- Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes
2023/09/01 by Sunjun Kweon, Junu Kim, Kweon, Sunjun +27 · 4 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- LabTOP: A Unified Model for Lab Test Outcome Prediction on Electronic Health Records
2025/02/20 by S. Im, Im, Sujeong, Jungwoo Oh +3 · 2 citations
Health Professions · #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quality and Safety in Healthcare