Machine Learning Applications in Bioinformatics and Biomedicine 2.0

Dear Colleagues,

Machine learning has been developed for over 40 years. In recent years, with the rapid accumulation of data in the biological and medical fields, machine learning has been widely used in these fields. The purpose of organizing this Special Issue is to provide a platform for publishing the latest cutting-edge work related to the application of machine learning in the biological and medicine fields, and promote the development of related fields. 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. The subtopics include, but are not limited to, the following:

• Identification of disease markers from genome, transcriptome, proteome and metabolome;
• Discovery of drug target using machine learning;
• Drug design based on machine learning;
• Using machine learning to analyze clinical data;
• Research on big data of physical examination based on machine learning and artificial intelligence;
• Prediction of drug side effects based on machine learning;
• Epigenetics markers discovery for disease using artificial intelligence;
• The discovery of molecular network marker for disease diagnosis and therapy;
• Early screening of 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.

• genome
• transcriptome
• proteome
• metabolome
• drug target
• machine learning
• prediction of drug side effects
• epigenetics markers discovery for disease
• molecular network marker
• early screening of diseases