Research graph
References from Phantom benchmarking for quality assurance of synthetic computed tomography in cranial magnetic resonance-only radiotherapy. Local targets link to admitted publications; unresolved targets remain external evidence.
Results of 2023 survey on the use of synthetic computed tomography for magnetic resonance imaging-only radiotherapy: current status and future steps
2024 · External reference
Accuracy of MRI-CT registration in brain stereotactic radiotherapy: impact of MRI acquisition setup and registration method
10.1016/j.zemedi.2022.04.004 · 2022 · External reference
Quality requirements for MRI simulation in cranial stereotactic radiotherapy: a guideline from the German Taskforce “Imaging in Stereotactic Radiotherapy.”
10.1007/s00066-023-02183-6 · 2024 · External reference
Technological quality requirements for stereotactic radiotherapy
10.1007/s00066-020-01583-2 · 2020 · External reference
FMEA of MR-only treatment planning in the pelvis
10.1016/j.adro.2018.08.024 · 2019 · External reference
Task group 284 report: magnetic resonance imaging simulation in radiotherapy: considerations for clinical implementation, optimization, and quality assurance
10.1002/mp.14695 · 2021 · External reference
An ESTRO-ACROP guideline on quality assurance and medical physics commissioning of online MRI guided radiotherapy systems based on a consensus expert opinion
10.1016/j.radonc.2023.109504 · 2023 · External reference
Challenges and opportunities in the development and clinical implementation of artificial intelligence based synthetic computed tomography for magnetic resonance only radiotherapy
10.1016/j.radonc.2024.110387 · 2024 · External reference
Characterization of a novel anthropomorphic plastinated lung phantom
10.1118/1.3016524 · 2008 · External reference
Performance of cone-beam computed tomography and multidetector computed tomography in diagnostic imaging of the midface: a comparative study on phantom and cadaver head scans
10.1007/s00330-016-4387-2 · 2017 · External reference
A realistic phantom for validating MRI-based synthetic CT images of the human skull
10.1002/mp.12428 · 2017 · External reference
Quality assurance for AI-based applications in radiation therapy
10.1016/j.semradonc.2022.06.011 · 2022 · External reference
3D slicer as an image computing platform for the quantitative imaging network
10.1016/j.mri.2012.05.001 · 2012 · External reference
SlicerRT: radiation therapy research toolkit for 3D slicer
10.1118/1.4754659 · 2012 · External reference
Evaluating the Hounsfield unit assignment and dose differences between CT-based standard and deep learning-based synthetic CT images for MRI-only radiation therapy of the head and neck
10.1002/acm2.14239 · 2024 · External reference
Measures of the amount of ecologic association between species
10.2307/1932409 · 1945 · External reference
Statistical validation of image segmentation quality based on a spatial overlap index
10.1016/s1076-6332(03)00671-8 · 2004 · External reference
Unresolved reference
1914 · External reference
Metrics for evaluating 3D medical image segmentation: analysis, selection, and tool
10.1186/s12880-015-0068-x · 2015 · External reference
Feasibility of artificial-intelligence-based synthetic computed tomography in a magnetic resonance-only radiotherapy workflow for brain radiotherapy: two-way dose validation and 2D/2D kV-image-based positioning
10.1016/j.phro.2022.10.002 · 2022 · External reference
Wilcoxon matched-pairs signed-ranks test
2016 · External reference
Individual comparisons by ranking methods
1992 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
Unresolved reference
2021 · External reference
Unresolved reference
2026 · External reference
Unresolved reference
2026 · External reference
Use of image registration and fusion algorithms and techniques in radiotherapy: report of the AAPM radiation therapy committee task group no. 132
10.1002/mp.12256 · 2017 · External reference
Deep learning based synthetic-CT generation in radiotherapy and PET: a review
10.1002/mp.15150 · 2021 · External reference
Clinical validation of a commercially available deep learning software for synthetic CT generation for brain
10.1186/s13014-021-01794-6 · 2021 · External reference
Deep learning-based synthetic CT generation for paediatric brain MR-only photon and proton radiotherapy
10.1016/j.radonc.2020.09.029 · 2020 · External reference
Clinical implementation of deep learning-based synthetic CT for MRI-only volumetric modulated arc therapy in head and neck and pelvic cancer patients
10.1186/s13014-025-02744-2 · 2025 · External reference
Synthetic computed tomography data allows for accurate absorbed dose calculations in a magnetic resonance imaging only workflow for head and neck radiotherapy
10.1016/j.phro.2020.12.007 · 2021 · External reference
MRI-only brain radiotherapy: assessing the dosimetric accuracy of synthetic CT images generated using a deep learning approach
10.1016/j.radonc.2019.03.026 · 2019 · External reference
Dosimetric evaluation of synthetic CT for head and neck radiotherapy generated by a patch-based three-dimensional convolutional neural network
10.1002/mp.13663 · 2019 · External reference
Robustness and generalizability of deep learning synthetic computed tomography for positron emission tomography/magnetic resonance imaging–based radiation therapy planning of patients with head and neck cancer
2021 · External reference
AAPM-RSS medical physics practice guideline 9.A. For SRS-SBRT
10.1002/acm2.12146 · 2017 · External reference
Definition and requirements for stereotactic radiotherapy: a systematic review
10.1016/j.radonc.2025.111107 · 2025 · External reference
Comparison of four synthetic CT generators for brain and prostate MR-only workflow in radiotherapy
10.1186/s13014-023-02336-y · 2023 · External reference
Multiatlas approach with local registration goodness weighting for MRI-based electron density mapping of head and neck anatomy
10.1002/mp.12303 · 2017 · External reference
Clinical validation of using a commercial synthetic-computed tomography solution for brain MRI-only radiotherapy treatment planning
2025 · External reference
A criterion for the reliable use of MRI-only radiotherapy
10.1186/1748-717x-9-16 · 2014 · External reference
Synthetic CTs for MRI-only brain RT treatment: integration of immobilization systems
10.1007/s00066-023-02090-w · 2023 · External reference
Assessing the dosimetric accuracy of magnetic resonance-generated synthetic CT images for focal brain VMAT radiation therapy
10.1016/j.ijrobp.2015.08.049 · 2015 · External reference
Assessing suitability and stability of materials for a head and neck anthropomorphic multimodality (MRI/CT) phantoms for radiotherapy
10.1088/1361-6560/ad8830 · 2024 · External reference
Narrative review of tissue-mimicking materials for MRI phantoms: composition, fabrication, and relaxation properties
10.1016/j.radi.2024.09.063 · 2024 · External reference
