OmiEmbed: A Unified Multi-Task Deep Learning Framework for Multi-Omics Data

High-dimensional omics data contain intrinsic biomedical information that is crucial for personalised medicine. Nevertheless, it is challenging to capture them from the genome-wide data, due to the large number of molecular features and small number of available samples, which is also called “the cu...

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Bibliographic Details
Main Authors: Xiaoyu Zhang, Yuting Xing, Kai Sun, Yike Guo
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Cancers
Subjects:
Online Access:https://www.mdpi.com/2072-6694/13/12/3047