2024
DOI: 10.1093/pcmedi/pbae012
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Deep learning-based multi-modal data integration enhancing breast cancer disease-free survival prediction

Zehua Wang,
Ruichong Lin,
Yanchun Li
et al.

Abstract: Background The prognosis of breast cancer is often unfavorable, emphasizing the need for early metastasis risk detection and accurate treatment predictions. This study aimed to develop a novel multi-modal deep learning model using preoperative data to predict disease-free survival (DFS). Methods We retrospectively collected pathology imaging, molecular and clinical data from The Cancer Genome Atlas and one independent institu… Show more

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