Multi-task multi-modal learning for joint diagnosis and prognosis of human cancers.

Wei Shao
Wei Shao
Tongxin Wang
Tongxin Wang
Tianhan Dong
Tianhan Dong
Zhi Huang
Zhi Huang
Jie Zhang
Jie Zhang

Medical Image Analysis, pp. 1017952020.

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摘要

•Consider the inherent correlation between diagnosis and prognosis tasks and propose a novel multi-task multi-modal learning framework for joint diagnosis and prognosis of human cancer.•Integrate histopathological image and genomic data for the diagnosis and prognosis of human cancers.•Conduct experiments on three cancer cohorts from the ...更多

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