Skip to content

Research

Page 52 of 166

Biologically Informed Deep Neural Networks for Multi-Omic Integration, Pathway Activity Inference and Risk Stratification in Cancer

research note

Biologically Informed Deep Neural Networks for Multi-Omic Integration, Pathway Activity Inference and Risk Stratification in Cancer

·9 min read·Pedro Henrique da Costa Avelar, Le Ou-Yang, Min Wu et al.

This paper addresses the challenge of integrating complex multi-omics data in cancer by proposing Pathway Activity Autoencoders (PAAE), a biologically.

researchbiologically-informed-neural-networksmulti-omics-integrationinterpretable-deep-learningautoencoder

Read note → Source paper ↗

Articles are CC BY 4.0 — feel free to quote with attribution