Bae, Seongsu

8 publications

NeurIPS 2025 AOR: Anatomical Ontology-Guided Reasoning for Medical Large Multimodal Model in Chest X-Ray Interpretation Qingqiu Li, Zihang Cui, Seongsu Bae, Jilan Xu, Runtian Yuan, Yuejie Zhang, Rui Feng, Quanli Shen, Xiaobo Zhang, Shang Gao, Junjun He, Shujun Wang

NeurIPS 2025 PatientSim: A Persona-Driven Simulator for Realistic Doctor-Patient Interactions Daeun Kyung, Hyunseung Chung, Seongsu Bae, Jiho Kim, Jae Ho Sohn, Taerim Kim, Soo Kyung Kim, Edward Choi

NeurIPS 2024 EHRCon: Dataset for Checking Consistency Between Unstructured Notes and Structured Tables in Electronic Health Records Yeonsu Kwon, Jiho Kim, Gyubok Lee, Seongsu Bae, Daeun Kyung, Wonchul Cha, Tom Pollard, Alistair Johnson, Edward Choi

NeurIPS 2023 ECG-QA: A Comprehensive Question Answering Dataset Combined with Electrocardiogram Jungwoo Oh, Gyubok Lee, Seongsu Bae, Joon-myoung Kwon, Edward Choi

NeurIPS 2023 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. Chang, Tackeun Kim, Edward Choi

NeurIPS 2022 EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi

CHIL 2022 Graph-Text Multi-Modal Pre-Training for Medical Representation Learning Sungjin Park, Seongsu Bae, Jiho Kim, Tackeun Kim, Edward Choi

CHIL 2022 Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records Daeyoung Kim, Seongsu Bae, Seungho Kim, Edward Choi