Data-Driven Modeling for Chronic Diseases
A special issue of Journal of Personalized Medicine (ISSN 2075-4426). This special issue belongs to the section "Methodology, Drug and Device Discovery".
Deadline for manuscript submissions: closed (22 May 2022) | Viewed by 7539
Special Issue Editors
Interests: data-driven modeling; personalized medicine; nonlinear computation
Interests: mathematical biology; bioinformatics; mechanistic modeling
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Computational data-driven modelling approaches have already achieved success in analysing multi-dimensional clinical data in chronic diseases. Such data-driven approaches employ mathematical models for patient populations using clinical, omics, and biomarker data, as well as powerful and new means to personalize such models based on individual data, yielding personal risk profiles. These data-driven modelling approaches can simulate complex systems, helping to elucidate complex physiological interactions and optimize personalized prevention and treatment strategies. This Special Issue of the Journal of Personalized Medicine aims to highlight the current state of the development and showcase some of the latest findings in the field of data-driven modelling for chronic diseases. Scientific advances in the field of data-driven modelling will contribute significantly to personalized medicine of chronic diseases.
Dr. Wenrui Hao
Dr. Leili Shahriyari
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
- data-driven modelling
- artificial intelligence
- personalized diagnosis/prediction
- computational modeling of chronic diseases
- precision medicine