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Clinical Cancer Research· 2017Q1

Deep Learning–Based Multi-Omics Integration Robustly Predicts Survival in Liver Cancer

Kumardeep Chaudhary, Olivier Poirion, Liangqun Lu, Lana X. Garmire

Short summary

A deep learning (DL) model integrating RNA-Seq, miRNA-Seq, and methylation data robustly predicts survival in liver cancer (HCC), identifying two distinct patient subgroups with significant survival differences (P = 7.13e−6) and a concordance index of 0.68.

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Field: Hepatology

HepatologyMedicine