Deep Omics
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Updated: Feb 17, 2026

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches
Published on: December 15, 2023
Ngoc Hieu Tran1, Xianglilan Zhang1,2, Ming Li1
1David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, ON, Canada.
Abstract:
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.
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