Dosimetric validation of a GAN-based pseudo-CT generation for MRI-only stereotactic brain radiotherapy

V Bourbonne, V Jaouen, C Hognon, N Boussion… - Cancers, 2021 - mdpi.com
Simple Summary Stereotactic radiotherapy (SRT) has become widely accepted as a
treatment of choice for patients with a small number of brain metastases that are of an …

Structurally-constrained optical-flow-guided adversarial generation of synthetic CT for MR-only radiotherapy treatment planning

R Vajpayee, V Agrawal, G Krishnamurthi - Scientific Reports, 2022 - nature.com
The rapid progress in image-to-image translation methods using deep neural networks has
led to advancements in the generation of synthetic CT (sCT) in MR-only radiotherapy …

[PDF][PDF] Dosimetric Validation of a GAN-Based Pseudo-CT Generation for MRI-Only Stereotactic Brain Radiotherapy. Cancers 2021; 13: 1082

V Bourbonne, V Jaouen, C Hognon, N Boussion… - 2021 - researchgate.net
Purpose: Stereotactic radiotherapy (SRT) has become widely accepted as a treatment of
choice for patients with a small number of brain metastases that are of an acceptable size …

Pseudo-Computed Tomography generation from Noisy Magnetic Resonance‎ Imaging with Deep Learning Algorithm‎

A Fatemi, A Mostaar - Frontiers in Biomedical Technologies, 2024 - fbt.tums.ac.ir
Background: Magnetic Resonance Imaging (MRI) applications offer superior soft tissue
contrast compared with computed tomography (CT) for accurate radiotherapy planning …

Pseudo-Computed Tomography Generation from Noisy Magnetic Resonance Imaging with Deep Learning Algorithm

NY Moteghaed, A Fatemi… - Frontiers in …, 2023 - publish.kne-publishing.com
Purpose: Magnetic Resonance Imaging (MRI) applications offer superior soft tissue contrast
compared with Computed Tomography (CT) for accurate radiotherapy planning although …