Deep learning in bioinformatics

• Published in: Briefings in bioinformatics Vol. 18; no. 5; pp. 851 - 869
• Main Authors: Min, Seonwoo, Lee, Byunghan, Yoon, Sungroh
• Format: Journal Article
• Language: English
• Published: England Oxford University Press 01.09.2017; Oxford Publishing Limited (England)
• Subjects: Artificial neural networks; Big Data; Bioinformatics; Biomedical data; Computational Biology; Data management; Deep learning; Humans; Machine Learning; Medical imaging; Neural networks; Neural Networks (Computer); Recurrent neural networks; Signal processing; deep learning; omics; bioinformatics; biomedical signal processing; biomedical imaging; machine learning; neural network

Abstract In the era of big data, transformation of biomedical big data into valuable knowledge has been one of the most important challenges in bioinformatics. Deep learning has advanced rapidly since the early 2000s and now demonstrates state-of-the-art performance in various fields. Accordingly, a...