2 papers
cs.LG2026
Leakage- and Label-Aware Benchmarking of Class-Imbalance Strategies for Multimodal Chest X-Ray and EHR Classification
Dang-Khoa Bui, Quang-Huy Tran, Minh-Khoi Nguyen-Bui +4
Benchmarks of class-imbalance strategies for multimodal chest X-ray (CXR) and electronic health record (EHR) prediction are often evaluated on record-level splits of cohorts in whi…
cs.CV2026
Integrating Unimodal and Vision-Language Representations in Latent Space for Multi-Label Chest X-Ray Classification
Quang-Huy Tran, Duc-Tuan Ngo, Minh-Khoi Nguyen-Bui +4
Multi-label chest X-ray classification has attracted considerable attention in recent years, with the effective use of visual representations and clinical semantic knowledge playin…