Integrative Analysis of Multi-Omics Data for Precision Medicine

This Collection is aimed at showcasing cutting-edge research that harnesses the power of multi-omics data integration to drive advancements in precision medicine.

Journal

BioData Mining

Publishing innovative data science and big data research, BioData Mining advances research on all aspects of data mining applied to high-dimensional biological and biomedical...

Showing 1-5 of 5 articles

Deep learning-based approaches for multi-omics data integration and analysis
Jenna L. Ballard
Zexuan Wang
Qi Long
Review Open access 02 October 2024 Article: 38
Integrating transcriptomics and proteomics to analyze the immune microenvironment of cytomegalovirus associated ulcerative colitis and identify relevant biomarkers
Yang Chen
Qingqing Zheng
Jun Peng
Research Open access 27 August 2024 Article: 26
Decoding dynamic miRNA:ceRNA interactions unveils therapeutic insights and targets across predominant cancer landscapes
Selcen Ari Yuka
Alper Yilmaz
Research Open access 17 April 2024 Article: 11
MOCAT: multi-omics integration with auxiliary classifiers enhanced autoencoder
Xiaohui Yao
Xiaohan Jiang
Shan Cong
Research Open access 05 March 2024 Article: 9
A network-based drug prioritization and combination analysis for the MEK5/ERK5 pathway in breast cancer
Regan Odongo
Asuman Demiroglu-Zergeroglu
Tunahan Çakır
Research Open access 21 February 2024 Article: 5

Integrative Analysis of Multi-Omics Data for Precision Medicine

Participating journal

BioData Mining

Articles

Deep learning-based approaches for multi-omics data integration and analysis

Integrating transcriptomics and proteomics to analyze the immune microenvironment of cytomegalovirus associated ulcerative colitis and identify relevant biomarkers

Decoding dynamic miRNA:ceRNA interactions unveils therapeutic insights and targets across predominant cancer landscapes

MOCAT: multi-omics integration with auxiliary classifiers enhanced autoencoder

A network-based drug prioritization and combination analysis for the MEK5/ERK5 pathway in breast cancer

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Integrative Analysis of Multi-Omics Data for Precision Medicine

Participating journal

BioData Mining

Articles

Deep learning-based approaches for multi-omics data integration and analysis

Integrating transcriptomics and proteomics to analyze the immune microenvironment of cytomegalovirus associated ulcerative colitis and identify relevant biomarkers

Decoding dynamic miRNA:ceRNA interactions unveils therapeutic insights and targets across predominant cancer landscapes

MOCAT: multi-omics integration with auxiliary classifiers enhanced autoencoder

A network-based drug prioritization and combination analysis for the MEK5/ERK5 pathway in breast cancer

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