Advances in Computational Biology and Systems Pharmacology: Machine Learning, Modeling, Systems Analysis and Simulation

A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Mathematical Biology".

Deadline for manuscript submissions: 31 May 2024 | Viewed by 176

Special Issue Editor


E-Mail Website
Guest Editor
Pharmacology & Systems Physiology, College of Medicine, University of Cincinnati, Cincinnati, OH 45267, USA
Interests: pharmacology; systems physiology; cell signaling; mathematical modeling

Special Issue Information

Dear Colleagues,

Biology is complex information process system and hard to understand or predict without the aid of computational or theoretical tools. Meanwhile, the unique challenges embedded in biological systems continuously trigger the development of novel methodologies. In this Special Issue, we would like to introduce the recent advances, cases studies, perspectives and discussions from the biological, pharmaceutical and clinical communities; examine how different tools, such as machine learning, modeling, systems analysis and simulation, have been used to tackle biological complexity and how the synergistic combination of different tools have emerged as tools with unforeseen power; and discuss the current challenges and future perspectives of computational biology and systems pharmacology.

Dr. Tongli Zhang
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. Mathematics 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 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

  • mathematical modeling
  • computational Biology
  • machine learning
  • systems pharmacology
  • computational or theoretical tools
  • complex information process system

Published Papers

This special issue is now open for submission.
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