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cs.CV2025
Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment
Chen Liu, Wenfang Yao, Kejing Yin +2
Longitudinal multimodal data, including electronic health records (EHR) and sequential chest X-rays (CXRs), is critical for modeling disease progression, yet remains underutilized…
cs.CV2024
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation
Wenfang Yao, Chen Liu, Kejing Yin +2
Integrating multi-modal clinical data, such as electronic health records (EHR) and chest X-ray images (CXR), is particularly beneficial for clinical prediction tasks. However, in a…