2 papers
eess.IV2025
Comparative Evaluation of Generative AI Models for Chest Radiograph Report Generation in the Emergency Department
Woo Hyeon Lim, Ji Young Lee, Jong Hyuk Lee +2
Purpose: To benchmark open-source or commercial medical image-specific VLMs against real-world radiologist-written reports. Methods: This retrospective study included adult patient…
cs.LG2024
Simulation-Free Training of Neural ODEs on Paired Data
Semin Kim, Jaehoon Yoo, Jinwoo Kim +3
In this work, we investigate a method for simulation-free training of Neural Ordinary Differential Equations (NODEs) for learning deterministic mappings between paired data. Despit…