Machine Learning Applications in Bioinformatics and Biomedicine: 3rd Edition
A special issue of International Journal of Molecular Sciences (ISSN 1422-0067). This special issue belongs to the section "Molecular Informatics".
Deadline for manuscript submissions: 30 September 2025 | Viewed by 49
Special Issue Editor
Interests: focused on developing machine learning/deep learning tools for identifying DNA, RNA, and protein modification sites, with current interest in developing computational pipelines to generate embeddings and identify cell types from single-cell Hi-C data
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Machine learning has been evolving for over 40 years. In recent years, with the rapid accumulation of data in the biological and medical fields, machine learning has seen a wide range of applications. Our aim in launching this Special Issue is to provide a platform to share the latest cutting-edge work related to applications of machine learning in the biological and medicine fields and to promote the development of related work. This Special Issue will focus on various aspects of the development and application of computational methods and techniques in biological and medical data for discovering disease markers. Topics of interest include, but are not limited to, the following:
- The identification of disease markers from the genome, transcriptome, proteome and metabolome;
- The discovery of drug targets using machine learning;
- Drug design based on machine learning;
- Using machine learning to analyze clinical data;
- Research on big data from physical examinations based on machine learning and artificial intelligence;
- The prediction of drug side effects based on machine learning;
- The discovery of epigenetic markers for diseases using artificial intelligence;
- The discovery of molecular network markers for disease diagnosis and therapy;
- Early screening for diseases based on artificial intelligence.
Dr. Hao Lv
Guest Editor
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. International Journal of Molecular Sciences is an international peer-reviewed open access semimonthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. There is an Article Processing Charge (APC) for publication in this open access journal. For details about the APC please see here. 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
- genome
- transcriptome
- proteome
- metabolome
- drug target
- machine learning
- prediction of drug side effects
- epigenetic marker discovery for diseases
- molecular network marker
- early screening of diseases
Benefits of Publishing in a Special Issue
- Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
- Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
- Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
- External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
- Reprint: MDPI Books provides the opportunity to republish successful Special Issues in book format, both online and in print.
Further information on MDPI's Special Issue policies can be found here.
