Article

MultiSurv: Long-term cancer survival prediction using multimodal deep learning

2020-08-07

Abstract excerpt

The age of precision medicine demands powerful computational techniques to handle high-dimensional patient data. We present MultiSurv, a multimodal deep learning method for long-term pan-cancer survival prediction. MultiSurv is composed of three main modules. A feature representation module includes a dedicated submodel for each input data modality. A data fusion layer aggregates the multimodal representations. Fi...

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Literature Corpus work: 528cf1b1-48a2-5638-914c-4a1b2fceb699
DOI: 10.1101/2020.08.06.20169698

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