Medical Image Analysis in CT Imaging
A special issue of Tomography (ISSN 2379-139X).
Deadline for manuscript submissions: 31 August 2026 | Viewed by 128
Special Issue Editor
Interests: detectors; radiation detection; gamma spectrometry; radiation physics; monte carlo simulation; computed tomography; ionizing radiation; radiation; imaging; composites
Special Issue Information
Dear Colleagues,
Medical image analysis is entering a new era driven by major advances in computed tomography (CT) hardware, reconstruction algorithms, and artificial intelligence. The rapid emergence of photon-counting detectors, spectral and phase-contrast techniques, and compact robotic CT systems is opening unprecedented opportunities for quantitative imaging at low dose and high spatial resolution. In parallel, machine learning methods are transforming how we process and interpret CT data—from model-based iterative reconstruction and material decomposition to radiomics, projection-space classification, and semantic segmentation.
This Special Issue aims to gather cutting-edge contributions on medical image analysis in CT imaging, with a focus on innovations that go beyond conventional reconstruction and deliver new diagnostic or interventional capabilities. Topics of interest include spectral and super-resolution CT, region-of-interest (ROI) imaging, Compton and molecular imaging integration, advanced denoising and artifact correction, simulation-driven optimization, and radiomics/AI-based decision support. Submissions combining hardware innovation with novel analysis algorithms and translational or clinical validation are particularly encouraged.
By bringing together contributions from physics, engineering, and clinical research, this Special Issue seeks to highlight how advanced image analysis can translate technical innovation into tangible improvements in patient care.
We look forward to receiving your contributions
Dr. Martin Pichotka
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. Tomography is an international peer-reviewed open access monthly 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
- photon-counting CT
- spectral CT
- phase-contrast imaging
- super-resolution CT
- region-of-interest imaging
- compton imaging
- molecular imaging
- iterative reconstruction
- deep learning
- radiomics
- artifact correction
- simulation-based optimization
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