Artificial Intelligence and Machine Learning for Medical Image Processing
A special issue of Electronics (ISSN 2079-9292). This special issue belongs to the section "Bioelectronics".
Deadline for manuscript submissions: 15 February 2026 | Viewed by 10
Special Issue Editor
Interests: medical image analysis; machine learning; computer aided skin diagnostics; treatment evaluation
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Artificial intelligence (AI) and machine learning (ML) have become transformative tools in medical image processing, offering innovative solutions to longstanding challenges in clinical diagnostics, treatment planning, and disease monitoring. In response to the exponential growth of medical imaging data and the increasing demand for precision medicine, this Special Issue will bring together cutting-edge research that leverages AI and ML techniques to enhance the interpretation, analysis, and utility of medical images across a wide range of applications.
This Special Issue welcomes original research and comprehensive review articles that explore the integration of AI methodologies with medical imaging. We encourage submissions addressing a wide range of tasks, including segmentation, classification, detection, synthesis, and registration. All types of medical imaging modalities are welcome, including but not limited to MRI, CT, ultrasound, PET, dermatoscopy, endoscopy, and X-ray imaging.
We particularly encourage submissions that propose novel machine learning models, efficient training strategies, interpretable AI solutions, and/or robust validation pipelines. Papers addressing real-world clinical applications, data-driven discovery, and system-level integration of AI into medical workflows are also welcome.
We invite researchers to contribute their most recent findings to this Special Issue, helping to shape the future of AI-driven medical image processing.
Dr. Panagiota Spyridonos
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. Electronics 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 2400 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
- artificial intelligence
- machine learning
- medical image processing
- deep learning
- medical image segmentation
- classification
- detection
- transformer networks
- convolutional neural networks (CNNs)
- medical imaging modalities (MRI, CT, X-ray, Ultrasound, PET)
- computer-aided diagnosis (CAD)
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.
- Reprint: MDPI Books provides the opportunity to republish successful Special Issues in book format, both online and in print.
Further information on MDPI's Special Issue policies can be found here.
