Application of Machine Learning in Disease Screening, Diagnosis and Prognosis
A special issue of Diagnostics (ISSN 2075-4418). This special issue belongs to the section "Machine Learning and Artificial Intelligence in Diagnostics".
Deadline for manuscript submissions: 31 August 2025 | Viewed by 44
Special Issue Editor
Interests: insulin resistance; pancreatic islet cell function; clinical application of machine learning
Special Issue Information
Dear Colleagues,
This Special Issue will delve into the Application of Machine Learning in Disease Screening, Diagnosis and Prognosis, showcasing the revolutionary impact of AI on healthcare. It will bring together groundbreaking research that illuminates how machine learning techniques can improve the precision and speed of disease detection, enabling earlier and more effective interventions. These contributions will explore the integration of these algorithms into diagnostic processes, enhancing their accuracy, and discuss the development of prognostic models that predict disease progression. Together, these articles demonstrate the transformative potential of machine learning for advancing medical care and patient outcomes.
Prof. Dr. Dee Pei
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. Diagnostics 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
- diagnosis
- screening
- marker
- prognosis
- machine learning
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