The Applications of Mathematical Analysis and Machine Learning in Healthcare
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Mathematics and Computer Science".
Deadline for manuscript submissions: 31 March 2025 | Viewed by 143
Special Issue Editors
Interests: health informatics; knowledge representation and machine learning; operations research
Special Issue Information
Dear Colleagues,
We are pleased to invite you to contribute to a Special Issue titled "The Applications of Mathematical Analysis and Machine Learning in Healthcare". This collection aims to explore the innovative integration of mathematical analysis and machine learning techniques to address critical challenges in healthcare.
Advancements in these areas are transforming healthcare by improving diagnostics, treatment planning, healthcare operations, and patient outcomes. We are seeking original research articles, reviews, and case studies for this Special Issue that demonstrate the application of these techniques in various healthcare domains, including, but not limited to, disease prediction, medical imaging, personalized medicine, healthcare management, and operational efficiency.
We encourage submissions that highlight novel algorithms, theoretical insights, and practical implementations that enhance the accuracy, efficiency, and interpretability of healthcare solutions. Interdisciplinary studies that bridge the gap between theoretical developments and clinical applications are particularly welcome.
Dr. Abdulaziz Ahmed
Dr. Mohammed Ali Al-Garadi
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. 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
- healthcare analytics
- predictive modeling
- operational efficiency
- machine learning
- disease diagnoses
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