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Deep Omics

delete2017-12-29
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OA
AI
N
Ngoc Hieu Tran
X
Xianglilan Zhang
M
Ming Li *
DOI:10.1002/pmic.201700319delete
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Abstract

Abstract

En 中文
Deep learning has revolutionized research in image processing, speech recognition, natural language processing, game playing, and will soon revolutionize research in proteomics and genomics. Through three examples in genomics, protein structure prediction, and proteomics, we demonstrate that deep learning is changing bioinformatics research, shifting from algorithm-centric to data-centric approaches.
Keywords:
big data
bioinformatics
deep learning
genomics
neural networks
proteomics
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Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

Proteomics cover
Proteomics
IF:
3.9
Papers:
7.6K
Citations:
1.1W

Organization

U
University of Waterloo
Scholars:
2.2W
Papers: 2.3W
Citations: 3.3W