AI-Assisted Medical Diagnostics

A special issue of Algorithms (ISSN 1999-4893). This special issue belongs to the section "Algorithms and Mathematical Models for Computer-Assisted Diagnostic Systems".

Deadline for manuscript submissions: 30 November 2025 | Viewed by 22

Special Issue Editor

Department of Osteopathic Manipulative Medicine, College of Osteopathic Medicine, New York Institute of Technology, Old Westbury Campus, Northern Boulevard, Old Westbury, NY 11568-8000, USA
Interests: image processing; high-performance computing; computational mechanics/biomechanics; biomechanical/biomedical engineering
Special Issues, Collections and Topics in MDPI journals

Special Issue Information

Dear Colleagues,

This Special Issue seeks to spotlight the transformative potential of artificial intelligence (AI) in the realm of medical diagnostics. We aim to showcase pioneering research at the intersection of AI-driven computational methods and clinical practice, emphasizing innovative solutions that advance diagnostic accuracy and healthcare delivery. The Issue will focus on how AI technologies (particularly machine learning and deep learning) can enhance medical diagnostics, support clinical decision-making, and improve patient outcomes.

We invite submissions addressing a broad range of topics such as predictive diagnostics, medical image interpretation and classification, and data-driven personalized diagnosis, underscoring the critical role of AI in tackling complex diagnostic challenges. Suitable contributions include original research articles, comprehensive reviews, and real-world applications that demonstrate the impact and promise of AI-assisted diagnostics in modern medicine.

Dr. Milan Toma
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. Algorithms 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 1600 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

  • machine learning in healthcare
  • medical diagnosis algorithms
  • healthcare technology innovation
  • predictive analytics in medicine
  • data-driven medical solutions
  • artificial intelligence in diagnostics
  • clinical decision support systems

Benefits of Publishing in a Special Issue

  • Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
  • Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
  • Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
  • External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
  • e-Book format: Special Issues with more than 10 articles can be published as dedicated e-books, ensuring wide and rapid dissemination.

Further information on MDPI's Special Issue policies can be found here.

Published Papers

This special issue is now open for submission.
Back to TopTop