Research graph
References from Deep learning-based generation of direct stopping power ratio maps for MR-only proton therapy of primary brain tumor patients. Local targets link to admitted publications; unresolved targets remain external evidence.
Proton therapy for treatment of intracranial benign tumors in adults: a systematic review
10.1016/j.ctrv.2018.11.004 · 2019 · External reference
Proton therapy and gliomas: a systematic review
10.3390/radiation1030019 · 2021 · External reference
Pulse sequence based multi-acquisition MR intensity normalization
2013 · External reference
MR imaging at high magnetic fields
10.1016/s0720-048x(02)00331-5 · 2003 · External reference
Phase and sensitivity of receiver coils in magnetic resonance imaging
10.1118/1.595967 · 1986 · External reference
X-ray computed tomography for treatment planning: current status and innovations
2024 · External reference
Range uncertainties in proton therapy and the role of Monte Carlo simulations
10.1088/0031-9155/57/11/r99 · 2012 · External reference
Status and innovations in pre-treatment CT imaging for proton therapy
10.1259/bjr.20190590 · 2020 · External reference
Experimental assessment of inter-centre variation in stopping-power and range prediction in particle therapy
10.1016/j.radonc.2021.07.019 · 2021 · External reference
Reduction of clinical safety margins in proton therapy enabled by the clinical implementation of dual-energy CT for direct stopping-power prediction
10.1016/j.radonc.2021.11.002 · 2022 · External reference
Evaluation of stopping-power prediction by dual- and single-energy computed tomography in an anthropomorphic ground-truth phantom
10.1016/j.ijrobp.2017.09.025 · 2018 · External reference
Experimental verification of stopping-power prediction from single- and dual-energy computed tomography in biological tissues
10.1088/1361-6560/aaa1c9 · 2018 · External reference
First-in-human validation of CT-based proton range prediction using prompt gamma imaging in prostate cancer treatments
10.1016/j.ijrobp.2021.06.036 · 2021 · External reference
Methodological accuracy of image-based electron density assessment using dual-energy computed tomography
10.1002/mp.12265 · 2017 · External reference
Range prediction for tissue mixtures based on dual-energy CT
10.1088/0031-9155/61/11/n268 · 2016 · External reference
Evaluation of a fast kV switching dual energy CT in deriving relative stopping power using tissue equivalent phantoms of various sizes
2026 · External reference
Advancements in synthetic CT generation from MRI: a review of techniques, and trends in radiation therapy planning
10.1002/acm2.14499 · 2024 · External reference
Direct creation of the relative stopping power maps from MRI images using a cycleGAN deep-learning network for proton therapy
10.1016/j.radphyschem.2025.112545 · 2025 · External reference
MRI-only based material mass density and relative stopping power estimation via deep learning for proton therapy: a preliminary study
10.1038/s41598-024-61869-8 · 2024 · External reference
Pseudo-SPR map generation from MRI using U-net architecture for ion beam therapy application
2024 · External reference
Toward MR-only proton therapy planning for pediatric brain tumors: synthesis of relative proton stopping power images with multiple sequence MRI and development of an online quality assurance tool
10.1002/mp.15479 · 2022 · External reference
Synthetic dual-energy CT for MRI-only based proton therapy treatment planning using label-GAN
10.1088/1361-6560/abe736 · 2021 · External reference
MR-guided proton therapy: a review and a preview
10.1186/s13014-020-01571-x · 2020 · External reference
Integrating a low-field open MR scanner with a static proton research beam line: proof of concept
10.1088/1361-6560/aaece8 · 2018 · External reference
Dual-energy CT based proton range prediction in head and pelvic tumor patients
10.1016/j.radonc.2017.09.042 · 2017 · External reference
U-Net: convolutional networks for biomedical image segmentation
2015 · External reference
Unresolved reference
2014 · External reference
Unresolved reference
2021 · External reference
MR-only brain radiation therapy: dosimetric evaluation of synthetic CTs generated by a dilated convolutional neural network
10.1016/j.ijrobp.2018.05.058 · 2018 · External reference
Synthetic dual-energy CT for MRI-only based proton therapy treatment planning using label-GAN
10.1088/1361-6560/abe736 · 2021 · External reference
When to use the Bonferroni correction
10.1111/opo.12131 · 2014 · External reference
Dosimetry-driven quality measure of brain pseudo computed tomography generated from deep learning for MRI-only radiation therapy treatment planning
10.1016/j.ijrobp.2020.05.006 · 2020 · External reference
Facilitating MR-Guided Adaptive Proton Therapy in Children Using Deep Learning-Based Synthetic CT
10.14338/ijpt-20-00099.1 · 2022 · External reference
Characterizing geometrical distortions in MRI for radiotherapy: evaluating MR-SIM protocols and dose accuracy in stereotactic radiosurgery using AAPM TG-284 criteria
10.1002/acm2.70199 · 2025 · External reference
Results of a multi-institutional benchmark test for cranial CT/MR image registration
10.1016/j.ijrobp.2009.10.017 · 2010 · External reference
