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Deep Learning-Based Synthetic-CT Generation from MRI for Enhanced Precision in MRI-Only Radiotherapy Dose Planning Cover

Deep Learning-Based Synthetic-CT Generation from MRI for Enhanced Precision in MRI-Only Radiotherapy Dose Planning

Polish Journal of Medical Physics and Engineering
Volume 31 (2025): Issue 3 (September 2025)
By: Isaac Kwesi Acquah,  Shiraz Issahaku,  Samuel Nii Adu Tagoe and  Theophilus Akumea Sackey  
Open Access
|Aug 2025
DOI: https://doi.org/10.2478/pjmpe-2025-0025 | Journal eISSN: 1898-0309 | Journal ISSN: 1425-4689
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Language: English
Page range: 219 - 226
Submitted on: Feb 14, 2025
Accepted on: Jul 24, 2025
Published on: Aug 28, 2025
Published by: Polish Society of Medical Physics
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
MRI-only radiotherapy,
Deep learning,
Synthetic CT images,
Cancer treatment planning
Related subjects:
Medicine,
Biomedical engineering,
Physics,
Technical and applied physics,
Medical physics

© 2025 Isaac Kwesi Acquah, Shiraz Issahaku, Samuel Nii Adu Tagoe, Theophilus Akumea Sackey, published by Polish Society of Medical Physics
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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