Artificial Intelligence, Machine Learning and Deep Learning in Ion Channel Bioinformatics.

ABSTRACT: Ion channels are linked to important cellular processes. For more than half a century, we have been learning various structural and functional aspects of ion channels using biological, physiological, biochemical, and biophysical principles and techniques. In recent days, bioinformaticians and biophysicists having the necessary expertise and interests in computer science techniques including versatile algorithms have started covering a multitude of physiological aspects including especially evolution, mutations, and genomics of functional channels and channel subunits. In these focused research areas, the use of artificial intelligence (AI), machine learning (ML), and deep learning (DL) algorithms and associated models have been found very popular. With the help of available articles and in

SUBMITTER: Ashrafuzzaman M 

PROVIDER: S-EPMC8467682 | biostudies-literature | 2021 Aug

REPOSITORIES: biostudies-literature