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Causality-Guided Diffusion and Fusion of incomplete multi-modal data for robust survival prognosis

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Accurate integration of whole-slide images (WSIs) and genomic data is essential for improving the reliability and interpretability of survival prognosis. However, current methods face core challenges of insufficient robustness in both cross-modal fusion and th... ...