Integrating Mathematical Modeling and Data Analysis in Personalized Medical Research
A special issue of Journal of Personalized Medicine (ISSN 2075-4426). This special issue belongs to the section "Omics/Informatics".
Deadline for manuscript submissions: 20 December 2025 | Viewed by 836
Special Issue Editors
Interests: bioinformatics; graphical representations of biological sequences; biophysics; mathematical modeling in biomedical and social sciences; health and biomedical informatics
Special Issues, Collections and Topics in MDPI journals
Interests: bioinformatics; graphical representations of biological sequences; computational statistics; mathematical modeling in medicine, physics, astronomy; computational pharmacology
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
This Special Issue invites authors to submit manuscripts to either
- Journal of Personalized Medicine (ISSN 2075-4426) for topics related to personalized medicine.
- Applied Sciences (ISSN 2076-3417) for articles addressing biosciences or bioengineering applications in human health and disease research.
The increasing prominence of mathematical modeling, computational methods, and data analysis in health sciences has attracted significant attention from both biomedical researchers and computer scientists. However, there is often a disconnect between these fields: computer scientists and experts in mathematical modeling may lack awareness of health problems that could benefit from their expertise, while medical researchers may not always recognize mathematics as a potential source of solutions to their challenges. This gap presents an opportunity to expand the application of computational techniques in health sciences, particularly in personalized medicine.
Future developments could focus on creating more accurate methods and introducing innovative approaches that reveal unexpected or previously unknown insights into pressing health issues. The goal of this Special Issue is to explore and expand the intersection of mathematics and health sciences, fostering collaboration and mutual enrichment between these fields, with a particular emphasis on personalized medicine.
We invite submissions to this joint Special Issue, including original research articles, reviews, or hybrid original-review papers. Topics of interest include the following:
- Novel computational methods or algorithms in personalized medicine.
- Discussions of the role and significance of mathematical approaches in addressing health-related challenges, with a focus on personalized healthcare.
- Medical data analysis, including graphical and numerical data representations, tailored to individual patient profiles.
- Applications of computational methods in various branches of medicine, bioinformatics, public health, physical education, or quality-of-life research, emphasizing personalized treatment strategies.
By integrating mathematical modeling and data processing with personalized medicine, this Special Issue aims to advance the development of individualized healthcare solutions.
You may choose our Joint Special Issue in Applied Sciences.
Prof. Dr. Dorota Bielińska-Wąż
Prof. Dr. Piotr Wąż
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. Journal of Personalized Medicine 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
- personalized medicine
- health informatics
- mathematical modeling
- data analysis
- bioinformatics
- artificial intelligence
- machine learning
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