Publications
Leveraging LLMs for Multimodal Retrieval-Augmented Radiology Report Generation via Key Phrase Extraction
Kyoyun Choi, Byungmu Yoon, Soobum Kim, Jonggwon Park
Artificial Intelligence in Medicine
M4CXR: Exploring Multitask Potentials of Multimodal Large Language Models for Chest X-Ray Interpretation
Jonggwon Park, Soobum Kim, Byungmu Yoon, Jihun Hyun, and Kyoyun Choi
IEEE Transactions on Neural Networks and Learning Systems
Quantitative Comparison and Reader-Based Evaluation of a Vision-Language Model for Chest Radiograph Interpretation
Honggeun Cho, MD, Bumcheol Hwang, Jonggwon Park, Phd, Byungmu Yoon, Kyoyun Choi, Juyeon Yi, MD, Joon Young Kim, Hyun S. Choi, MD, PhD, Jay Yoon, Hyewon Kang, Seongeun Lee, Heeguen Kang, Ro-Woon Lee, MD, Kyuhong Lee, MD
RSNA 2025
Exploring Vision-Language AI-Assisted Double Reading for Error Detection in Chest Radiograph Reports Using Synthetic Errors
Jonggwon Park, Phd, Honggeun Cho, MD, Kyoyun Choi, Phd, Bumcheol Hwang, Byungmu Yoon, Eui Jin Hwang, MD, PhD, Jiyoung Song, MD, PhD
RSNA 2025
Exploring Vision-Language AI-Assisted Double Reading for Error Detection in Chest Radiograph Reports Using Synthetic Errors
Jonggwon Park, Phd, Honggeun Cho, MD, Kyoyun Choi, Phd, Bumcheol Hwang, Byungmu Yoon, Eui Jin Hwang, MD, PhD, Jiyoung Song, MD, PhD
RSNA 2025
Quantitative and Qualitative Assessment of an AI Model for Chest Radiograph Report Generation
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RSNA 2025
Evaluating a Vision-Language Artificial Intelligence Model as a Screening Tool for Preoperative Chest Radiographs
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RSNA 2025
RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability
Jonggwon Park, Soobum Kim, Byungmu Yoon, Kyoyun Choi
NeurIPS 2025
Quantitative Comparison and Reader-Based Evaluation of a Vision-Language Model for Chest Radiograph Interpretation
Honggeun Cho, MD, Bumcheol Hwang, Jonggwon Park, Phd, Byungmu Yoon, Kyoyun Choi, Juyeon Yi, MD, Joon Young Kim, Hyun S. Choi, MD, PhD, Jay Yoon, Hyewon Kang, Seongeun Lee, Heeguen Kang, Ro-Woon Lee, MD, Kyuhong Lee, MD
KCR 2025
Multimodal Retrieval-Augmented Radiology Reporting: Diagnostic Comparisons of Single- and Multi-View LLMs
Yeonju Jeong
ESTI 2025
Diagnostic Performance of a Large Language Model in Multimodal Retrieval-Augmented Radiology Report Generation: A Comparative Study with an Experienced Human Reader
Yeonju Jeong
ESTI 2025
Comparative Analysis of M4CXR, an LLM-Based Chest X-Ray Report Generation Model, and ChatGPT in Radiological Interpretation
Ro Woon Lee , Kyu Hong Lee, Jae Sung Yun, Myung Sub Kim and Hyun Seok Choi
Journal of Clinical Medicine