Special Issue "Application of Artificial Intelligence and Machine Learning in Biology"
Deadline for manuscript submissions: closed (31 May 2023) | Viewed by 6234
Interests: systems biology; computational proteomics; cancer; tumor microenvironment; functional analysis of biological networks; multi-omics; machine learning
The use of artificial intelligence and machine learning is transforming the way biologists conduct research, interpret their findings, and apply them to solve problems in biology. As science becomes more interdisciplinary, researchers are leveraging the capabilities of machine learning to solve emerging problems in biology. The application of machine learning is solving an array of research problems, such as classification of cellular images, genome analysis, and drug discovery, and in correlating the image and genome data to electronic medical records. Other biology systems’ applications of machine learning include enzyme function prediction, high-throughput microarray data analysis, analysis of genome-wide association studies to better understand markers of disease, and protein function prediction. Moreover, machine learning has facilitated the development of tools such as Cell Profile, DeepVariant, and Atomwise, which are solving challenging research problems.
We invite all scientists working on the application of machine learning in biology to take part in this Special Issue. Original research articles, reviews, or shorter perspective articles on all aspects of the applications of machine learning are welcome.
Prof. Dr. Jacques Colinge
Dr. Rishabh Das
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Cells is an international peer-reviewed open access semimonthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2700 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
- enzyme function prediction
- classification of cellular images
- genome analysis
- drug discovery
- protein function prediction