Application of Radiomics in Clinical Diagnosis
A special issue of Diagnostics (ISSN 2075-4418). This special issue belongs to the section "Medical Imaging and Theranostics".
Deadline for manuscript submissions: 28 February 2026 | Viewed by 8
Special Issue Editors
Interests: radiomics; clinical diagnosis; medical imaging
Special Issue Information
Dear Colleagues,
Radiomics has emerged as a powerful and transformative approach in medical imaging, enabling the extraction of high-dimensional quantitative features from standard radiological images. This Special Issue explores the growing role of radiomics in enhancing clinical diagnosis, offering insights into how advanced imaging analytics can improve disease detection, characterization, and prognostication across a broad spectrum of pathologies.
The contributions in this Special Issue encompass original research articles, reviews, and case studies that demonstrate the integration of radiomics with clinical, histopathological, and molecular data. Emphasis is placed on the development and validation of radiomic biomarkers, their role in decision support systems, and their impact on personalized medicine. Studies span a variety of imaging modalities, including CT, MRI, PET, and ultrasound, highlighting applications in oncology, neurology, cardiology, and beyond.
Through multidisciplinary collaboration and technological innovation, this collection underscores the potential of radiomics to bridge the gap between medical imaging and precision diagnostics, paving the way for more accurate, reproducible, and individualized patient care.
Dr. Alfonso Reginelli
Guest Editor
Dr. Vittorio Patanè
Guest Editor Assistant
Manuscript Submission Information
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Keywords
- radiomics
- clinical diagnosis
- medical imaging
- quantitative imaging biomarkers
- artificial intelligence
- machine learning
- image analysis
- precision medicine
- computer-aided diagnosis
- multimodal imaging
- feature extraction
- predictive modeling
- diagnostic imaging
- integrative diagnostics
- imaging biomarkers
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