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多任务

多实例多任务

Multi-instance Multi-task Learning for Joint Clinical Outcome and Genomic Profile Predictions from the Histopathological Images

2024 同时完成癌症诊断、生存预测、基因表达任务

数据集

TCGA的 BRCA、KIRC、LUSC三个团队的wsi、基因表达(TP53)和临床数据

多模态融合

DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency 源码

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