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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

Open Access
|Aug 2025

Authors

Isaac Kwesi Acquah

ikacquah@uew.edu.gh

Department of Medical Physics, University of Ghana, Legon, Accra, Ghana
Department of Physics Education, University of Education, Winneba, Ghana

Shiraz Issahaku

Department of Medical Physics, University of Ghana, Legon, Accra, Ghana
Ghana Atomic Energy Commission, Accra, Ghana

Samuel Nii Adu Tagoe

Department of Medical Physics, University of Ghana, Legon, Accra, Ghana
Department of Radiation Oncology, National Centre for Radiotherapy and Nuclear Medicine, Korle-Bu Teaching Hospital, Guggisberg Avenue, Ghana

Theophilus Akumea Sackey

Ghana Atomic Energy Commission, Accra, Ghana
DOI: https://doi.org/10.2478/pjmpe-2025-0025 | Journal eISSN: 1898-0309 | Journal ISSN: 1425-4689
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

© 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.