MCluster-VAEs: An end-to-end variational deep learning-based clustering method for subtype discovery using multi-omics data
Author:
Funder
Fundamental Research Funds for the Central Universities
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
Health Informatics,Computer Science Applications
Reference66 articles.
1. Establishing a human renal cell carcinoma tumorgraft platform for preclinical drug testing;Pavía-Jimúnez;Nat. Protoc.,2014
2. A comprehensive pan-cancer molecular study of gynecologic and breast cancers;Berger;Cancer Cell,2018
3. Multi-omics approaches to disease;Hasin;Genome Biol.,2017
4. A comprehensive overview of oncogenic pathways in human cancer;Li;Brief. Bioinform.,2020
5. Multi-omics data integration, interpretation, and its application;Subramanian;Bioinf. Biol. Insights,2020
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