Artificial Intelligence for Precision Analysis and Decision Making in Medical Imaging
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: 12 July 2025 | Viewed by 3420
Special Issue Editor
2. School of Computer Science and Engineering, Central South University, Changsha 410083, China
Interests: medical informatics; big data research; wireless network; decision-making system; machine learning; knowledge management; computational intelligence
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Medical imaging is an important basis for clinical analysis and efficacy judgment. In developing-region hospitals, due to differences in subjective judgments and a lack of experienced physicians, making accurate judgments based on medical images is remarkably difficult. Despite tremendous efforts from academics and industry, there is still a need for universal solutions for rare diseases and improved diagnostic performance. In the last decade, with the development of machine learning and neural networks, it has become possible for computer technology to intelligently process large-scale and multimodal medical data and extract meaningful deep features. Therefore, our Special Issue aims to provide contributions sharing innovative ideas for the automatic analysis of medical images using artificial intelligence to aid the medical community.
Potential topics include, but are not limited to:
- Disease detection solutions based on intelligent analysis of medical images (such as MRI, X-ray, CT, ultrasound images, etc.);
- The semantic segmentation scheme for medical images;
- The intelligent lesion detection scheme for medical images;
- Accurate registration of multiparameter, cross-modal medical images;
- Feature fusion of medical images and medical records;
- Medical image generation;
- Medical image classification;
- Building a more robust medical image management platform.
Dr. Jia Wu
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
- medical images
- artificial intelligence
- image analysis
- auxiliary diagnosis
- neural network
- healthcare informatics
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 polices can be found here.
