Towards MR-Only Radiotherapy in Head and Neck: Generation of Synthetic CT from Zero-TE MRI Using Deep Learning

Towards MR-Only Radiotherapy in Head and Neck: Generation of Synthetic CT from Zero-TE MRI Using Deep Learning

This study investigates the generation of synthetic CT (sCT) images from zero echo time (ZTE) MRI to support MR-only radiotherapy, which can reduce image registration errors and lower treatment planning costs. Since MRI lacks the electron density data required for accurate dose calculations, generat...

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Bibliographic Details
Main Authors: Souha Aouadi, Mojtaba Barzegar, Alla Al-Sabahi, Tarraf Torfeh, Satheesh Paloor, Mohamed Riyas, Palmira Caparrotti, Rabih Hammoud, Noora Al-Hammadi
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Information
Subjects:
synthetic CT
deep learning
Zero-TE MRI
MRI-only radiotherapy
head and neck
Online Access:https://www.mdpi.com/2078-2489/16/6/477
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