Innovations in Diagnostic Radiology: AI, Advanced Imaging and Precision Medicine
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 2026 | Viewed by 1
Special Issue Editor
Interests: image processing; multimodal imaging; radiology; computed tomography; magnetic resonance imaging; diagnostic radiology; imaging; interventional radiology
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
This Special Issue, Innovations in Diagnostic Radiology: AI, Advanced Imaging and Precision Medicine, explores the broader and more holistic role of artificial intelligence (AI) across the entire radiological workflow—not just in diagnosis, but in supporting and optimizing every step of the clinical process.
We welcome submissions that examine how AI technologies—including agents, automation tools, foundation models, and vision-language models (VLMs)—can enhance efficiency, consistency, and precision across medical imaging practices. Relevant topics include automated report generation, AI-guided protocol planning, intelligent triage systems, quality control, and robust classification algorithms that reduce human error. We are particularly interested in contributions demonstrating how AI can streamline operations, improve communication between departments, and support personalized clinical decision-making.
Beyond model performance, this Issue focuses on clinical integration, interpretability, and the practical utility of AI systems in real-world environments. Studies addressing challenges like data heterogeneity, limited annotations, workflow integration, and explainability are especially encouraged.
We welcome original research and reviews that highlight the impact of AI across diverse imaging modalities (MRI, CT, PET, ultrasound, and X-ray), with a strong focus on real-world application, reliability, and improved patient care.
Prof. Dr. Thomas Frauenfelder
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 imaging
- worklfow optimization
- vision-language models
- clinical decision support
- diagnostic radiology
- AI agents in healthcare
- explainable AI
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