Machine Learning on Human Muscle Transcriptomic Data for Biomarker Discovery and Tissue-Specific Drug Target Identification

Machine Learning on Human Muscle Transcriptomic Data for Biomarker Discovery and Tissue-Specific Drug Target Identification

For the past several decades, research in understanding the molecular basis of human muscle aging has progressed significantly. However, the development of accessible tissue-specific biomarkers of human muscle aging that may be measured to evaluate the effectiveness of therapeutic interventions is s...

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Bibliographic Details
Main Authors: Polina Mamoshina, Marina Volosnikova, Ivan V. Ozerov, Evgeny Putin, Ekaterina Skibina, Franco Cortese, Alex Zhavoronkov
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-07-01
Series:Frontiers in Genetics
Subjects:
aging
biomarkers of aging
deep learning
machine learning
pathway analysis
target identification
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2018.00242/full

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