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A review of medical image data augmentation techniques for deep learning applications

Journal of medical imaging and radiation oncology, 2021-08, Vol.65 (5), p.545-563

2021

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Substitute CT generation from a single ultra short time echo MRI sequence: preliminary study

Physics in medicine & biology, 2017-04, Vol.62 (8), p.2950-2960

2017

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MRI-alone radiation therapy planning for prostate cancer: Automatic fiducial marker detection

Medical physics (Lancaster), 2016-05, Vol.43 (5), p.2218-2228

2016

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Robust inverse-consistent affine CT–MR registration in MRI-assisted and MRI-alone prostate radiation therapy

Medical image analysis, 2015-07, Vol.23 (1), p.56-69

2015

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Feasibility of using a novel automatic cardiac segmentation algorithm in the clinical routine of lung cancer patients

PloS one, 2021-01, Vol.16 (1), p.e0245364-e0245364

2021

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Automatic segmentation of tumour and organs at risk in 3D MRI for cervical cancer radiation therapy with anatomical variations

Physical and engineering sciences in medicine, 2024-09, Vol.47 (3), p.919-928

2024

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Intensity-based dual model method for generation of synthetic CT images from standard T2-weighted MR images – Generalized technique for four different MR scanners

Radiotherapy and oncology, 2017-12, Vol.125 (3), p.411-419

2017

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Patient Specific Prostate Segmentation in 3-D Magnetic Resonance Images

IEEE transactions on medical imaging, 2012-10, Vol.31 (10), p.1955-1964

2012

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Regression and statistical shape model based substitute CT generation for MRI alone external beam radiation therapy from standard clinical MRI sequences

Physics in medicine & biology, 2017-10, Vol.62 (22), p.8566-8580

2017

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Dedicated MRI simulation for cervical cancer radiation treatment planning: Assessing the impact on clinical target volume delineation

Journal of medical imaging and radiation oncology, 2019-04, Vol.63 (2), p.236-243

2019

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Multi‐observer contouring of male pelvic anatomy: Highly variable agreement across conventional and emerging structures of interest

Journal of medical imaging and radiation oncology, 2019-04, Vol.63 (2), p.264-271

2019

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Assessing the impact of magnetic resonance treatment simulation (MRSIM) on target volume delineation and dose to organs at risk for oropharyngeal radiotherapy

Journal of medical radiation sciences, 2022-03, Vol.69 (1), p.66-74

2022

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Deformable image registration in radiation therapy

Journal of medical radiation sciences, 2020-12, Vol.67 (4), p.257-259

2020

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Measurements of human tolerance to horizontal rotation within an MRI scanner: Towards gantry‐free radiation therapy

Journal of medical imaging and radiation oncology, 2021-02, Vol.65 (1), p.112-119

2021

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TROG 18.01 phase III randomised clinical trial of the Novel Integration of New prostate radiation schedules with adJuvant Androgen deprivation: NINJA study protocol

BMJ open, 2019-08, Vol.9 (8), p.e030731-e030731

2019

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Investigation on the performance of dedicated radiotherapy positioning devices for MR scanning for prostate planning

Journal of applied clinical medical physics, 2015-03, Vol.16 (2), p.4-13

2015

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Deep learning for segmentation in radiation therapy planning: a review

Journal of medical imaging and radiation oncology, 2021-08, Vol.65 (5), p.578-595

2021

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Clinical validation of MR imaging time reduction for substitute/synthetic CT generation for prostate MRI-only treatment planning

Physical and engineering sciences in medicine, 2023-09, Vol.46 (3), p.1015-1021

2023

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A review of segmentation and deformable registration methods applied to adaptive cervical cancer radiation therapy treatment planning

Artificial intelligence in medicine, 2015-06, Vol.64 (2), p.75-87

2015

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Open-source, fully-automated hybrid cardiac substructure segmentation: development and optimisation

Physical and engineering sciences in medicine, 2023-03, Vol.46 (1), p.377-393

2023

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Effects of MR imaging time reduction on substitute CT generation for prostate MRI-only treatment planning

Physical and engineering sciences in medicine, 2021-09, Vol.44 (3), p.799-807

2021

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Determination of acceptable Hounsfield units uncertainties via a sensitivity analysis for an accurate dose calculation in the context of prostate MRI-only radiotherapy

Physical and engineering sciences in medicine, 2023-12, Vol.46 (4), p.1703-1711

2023

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Voxel‐based supervised machine learning of peripheral zone prostate cancer using noncontrast multiparametric MRI

Journal of applied clinical medical physics, 2020-10, Vol.21 (10), p.179-191

2020

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Continuous table acquisition MRI for radiotherapy treatment planning: Distortion assessment with a new extended 3D volumetric phantom

Medical physics (Lancaster), 2015-04, Vol.42 (4), p.1982-1991

2015

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Voxel-Wise Analysis for Spatial Characterisation of Pseudo-CT Errors in MRI-Only Radiotherapy Planning

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021, p.395-399

2021

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A review of medical image data augmentation techniques for deep learning applications

Substitute CT generation from a single ultra short time echo MRI sequence: preliminary study

MRI-alone radiation therapy planning for prostate cancer: Automatic fiducial marker detection

Robust inverse-consistent affine CT–MR registration in MRI-assisted and MRI-alone prostate radiation therapy

Feasibility of using a novel automatic cardiac segmentation algorithm in the clinical routine of lung cancer patients

Automatic segmentation of tumour and organs at risk in 3D MRI for cervical cancer radiation therapy with anatomical variations

Intensity-based dual model method for generation of synthetic CT images from standard T2-weighted MR images – Generalized technique for four different MR scanners

Patient Specific Prostate Segmentation in 3-D Magnetic Resonance Images

Regression and statistical shape model based substitute CT generation for MRI alone external beam radiation therapy from standard clinical MRI sequences

Dedicated MRI simulation for cervical cancer radiation treatment planning: Assessing the impact on clinical target volume delineation

Multi‐observer contouring of male pelvic anatomy: Highly variable agreement across conventional and emerging structures of interest

Assessing the impact of magnetic resonance treatment simulation (MRSIM) on target volume delineation and dose to organs at risk for oropharyngeal radiotherapy

Deformable image registration in radiation therapy

Measurements of human tolerance to horizontal rotation within an MRI scanner: Towards gantry‐free radiation therapy

TROG 18.01 phase III randomised clinical trial of the Novel Integration of New prostate radiation schedules with adJuvant Androgen deprivation: NINJA study protocol

Investigation on the performance of dedicated radiotherapy positioning devices for MR scanning for prostate planning

Deep learning for segmentation in radiation therapy planning: a review

Clinical validation of MR imaging time reduction for substitute/synthetic CT generation for prostate MRI-only treatment planning

A review of segmentation and deformable registration methods applied to adaptive cervical cancer radiation therapy treatment planning

Open-source, fully-automated hybrid cardiac substructure segmentation: development and optimisation

Effects of MR imaging time reduction on substitute CT generation for prostate MRI-only treatment planning

Determination of acceptable Hounsfield units uncertainties via a sensitivity analysis for an accurate dose calculation in the context of prostate MRI-only radiotherapy

Voxel‐based supervised machine learning of peripheral zone prostate cancer using noncontrast multiparametric MRI

Continuous table acquisition MRI for radiotherapy treatment planning: Distortion assessment with a new extended 3D volumetric phantom

Voxel-Wise Analysis for Spatial Characterisation of Pseudo-CT Errors in MRI-Only Radiotherapy Planning

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