A multi-modal survival prediction framework with group-based batch training and structural consistency alignment
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Objective: Integrating whole-slide images (WSIs) with transcriptomic profiles is pivotal for enhancing cancer survival prediction. However, the intrinsic gigapixel resolution and variable sequence lengths of WSIs create a fundame... ...