Graph-Text Multi-Modal Pre-training for Medical Representation Learning. - Sungjin Park; Seongsu Bae; Jiho Kim; Tackeun Kim; Edward Choi (CHIL, 2022)

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 001; Eric I-Chao Chang; Tackeun Kim; Edward Choi (NeurIPS, 2023)

Intracranial steno-occlusive lesion detection on time-of-flight MR angiography using multi-task learning. - Dongjun Choi; Tackeun Kim; Jinhee Jang; Leonard Sunwoo; Kyong Joon Lee (Comput. Medical Imaging Graph., 2023)

Unified Chest X-ray and Radiology Report Generation Model with Multi-view Chest X-rays. - Hyungyung Lee; Da Young Lee; Wonjae Kim; Jin-Hwa Kim; Tackeun Kim; Jihang Kim; Leonard Sunwoo; Edward Choi (CoRR, 2023)

Vision-Language Generative Model for View-Specific Chest X-ray Generation. - Hyungyung Lee; Da Young Lee; Wonjae Kim; Jin-Hwa Kim; Tackeun Kim; Jihang Kim; Leonard Sunwoo; Edward Choi (CHIL, 2024)

Towards Predicting Temporal Changes in a Patient's Chest X-ray Images based on Electronic Health Records. - Daeun Kyung; Junu Kim; Tackeun Kim; Edward Choi (CHIL, 2025)