Integrated Multi-Omics Analyses in Oncology: A Review of Machine Learning Methods and Tools
Author:
Publisher
Frontiers Media SA
Subject
Cancer Research,Oncology
Reference77 articles.
1. Integrative clustering of multiple genomic data types using a joint latent variable model with application to breast and lung cancer subtype analysis;Shen;Bioinformatics.,2009
2. Joint and individual variation explained (JIVE) for integrated analysis of multiple data types;Lock;Ann Appl Stat.,2013
3. Classification of breast cancer subtypes by combining gene expression and DNA methylation data;List;J Integr Bioinform.,2014
4. Bayesian joint analysis of heterogeneous genomics data;Ray;Bioinformatics.,2014
5. Patient-specific data fusion for cancer stratification and personalised treatment;Gligorijević;Pacific Symp Biocomput.,2016
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