Recent Advances of Deep Learning and Machine Learning in Bioinformatics
A special issue of Life (ISSN 2075-1729). This special issue belongs to the section "Proteins and Proteomics".
Deadline for manuscript submissions: closed (27 May 2022) | Viewed by 19624
Special Issue Editors
Interests: bioinformatics; immunology; vaccine design; oncology
Special Issues, Collections and Topics in MDPI journals
Interests: bioinformatics; computational biology; machine learning; deep learning; big data analysis
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
A Special Issue on the topic "Recent advances of Deep learning and Machine learning in Bioinformatics" is being prepared for the journal Life. In recent years, machine learning is one of the most exciting tools that have entered the bioinformatics toolbox. The statistical method has already proved to be capable of considerably speeding up both fundamental and applied research in the field. At present, we are witnessing an explosion of works that develop and apply machine learning and deep learning to bioinformatics and computational biology. We begin a Special Issue which accepts the manuscript of the most recent research on this topic. We believe that this Special Issue will provide valuable insights and serve as a starting point for researchers to apply machine learning/deep learning approaches in bioinformatics studies.
In order to acknowledge the progress of this field, we are inviting manuscripts related to the recent advancement and application of machine learning and Deep learning in Bioinformatics.
The Special Issue will cover but not be limited to the following research topics:
- Protein structure and function prediction
- Next-generation sequencing
- Integration of omics data
- Prediction model
- SARS-coV-2 and machine learning
- Resources for advancement of the field
- Review articles summarizing the progress of machine learning/Deep learning in Bioinformatics.
Dr. Sandeep Kumar Dhanda
Dr. Ravindra Kumar
Guest Editors
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. Life is an international peer-reviewed open access monthly 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 2600 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.
Keywords
- machine learning
- deep learning
- bioinformatics
- data mining
- omics
- prediction model development
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