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cs.CV2025
Enhancing 3D Medical Image Understanding with Pretraining Aided by 2D Multimodal Large Language Models
Qiuhui Chen, Xuancheng Yao, Huping Ye +1
Understanding 3D medical image volumes is critical in the medical field, yet existing 3D medical convolution and transformer-based self-supervised learning (SSL) methods often lack…
cs.CV2025
HoloDx: Knowledge- and Data-Driven Multimodal Diagnosis of Alzheimer's Disease
Qiuhui Chen, Jintao Wang, Gang Wang +1
Accurate diagnosis of Alzheimer's disease (AD) requires effectively integrating multimodal data and clinical expertise. However, existing methods often struggle to fully utilize mu…