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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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Pseudo-CT Generation for MRI-Only Radiation Therapy Treatment Planning: Comparison Among Patch-Based, Atlas-Based, and Bulk Density Methods

International journal of radiation oncology, biology, physics, 2019-02, Vol.103 (2), p.479-490

2019

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CAN3D: Fast 3D medical image segmentation via compact context aggregation

Medical image analysis, 2022-11, Vol.82, p.102562-102562, Article 102562

2022

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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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Comparison of Synthetic Computed Tomography Generation Methods, Incorporating Male and Female Anatomical Differences, for Magnetic Resonance Imaging-Only Definitive Pelvic Radiotherapy

Frontiers in oncology, 2022-02, Vol.12, p.822687-822687

2022

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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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In Regard to Shortall et al

International journal of radiation oncology, biology, physics, 2022-03, Vol.112 (3), p.831-833

2022

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Quality assurance for MRI-only radiation therapy: A voxel-wise population-based methodology for image and dose assessment of synthetic CT generation methods

Frontiers in oncology, 2022-10, Vol.12, p.968689-968689

2022

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Increased Dose to Organs in Urinary Tract Associates With Measures of Genitourinary Toxicity in Pooled Voxel-Based Analysis of 3 Randomized Phase III Trials

Frontiers in oncology, 2020-07, Vol.10, p.1174

2020

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Bulk Anatomical Density Based Dose Calculation for Patient-Specific Quality Assurance of MRI-Only Prostate Radiotherapy

Frontiers in oncology, 2019-10, Vol.9, p.997-997

2019

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Cone beam computed tomography image guidance within a magnetic resonance imaging-only planning workflow

Physics and imaging in radiation oncology, 2023-07, Vol.27, p.100472-100472, Article 100472

2023

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A deep learning model to generate synthetic CT for prostate MR-only radiotherapy dose planning: a multicenter study

Frontiers in oncology, 2023-11, Vol.13, p.1279750-1279750

2023

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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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A Multi-center Prospective Study for Implementation of an MRI-Only Prostate Treatment Planning Workflow

Frontiers in oncology, 2019-08, Vol.9, p.826-826

2019

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Terrestrial Analogue Research to Support Human Performance on Mars: A Review and Bibliographic Analysis

Space: science & technology, 2022-01, Vol.2022

2022

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Medical Shape Pattern Analysis with MeshCNN

2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023, p.1-5

2023

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Variations of Clinical Target Volume Delineation for Primary Site of Nasopharyngeal Cancer Among Five Centers in China

Frontiers in oncology, 2020-08, Vol.10, p.1572-1572

2020

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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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3D Unsupervised deep learning method for magnetic resonance imaging-to-computed tomography synthesis in prostate radiotherapy

Physics and imaging in radiation oncology, 2024-07, Vol.31, p.100612, Article 100612

2024

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Improving chest X-ray report generation by leveraging warm starting

Artificial intelligence in medicine, 2023-10, Vol.144, p.102633-102633, Article 102633

2023

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Computed tomography synthesis from magnetic resonance imaging using cycle Generative Adversarial Networks with multicenter learning

Physics and imaging in radiation oncology, 2023-10, Vol.28, p.100511-100511, Article 100511

2023

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Quasi-3D analysis: Validation by full 3D analysis and field tests on single piles and pile groups

Soil dynamics and earthquake engineering (1984), 2015-11, Vol.78, p.61-70

2015

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A statistical, voxelised model of prostate cancer for biologically optimised radiotherapy

Physics and imaging in radiation oncology, 2022-01, Vol.21, p.136-145

2022

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Optimisation and validation of an integrated magnetic resonance imaging-only radiotherapy planning solution

Physics and imaging in radiation oncology, 2021-10, Vol.20, p.34-39

2021

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Application of Timoshenko beam theory to the estimation of structural response

Engineering structures, 2016-09, Vol.123, p.71-76

2016

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

Pseudo-CT Generation for MRI-Only Radiation Therapy Treatment Planning: Comparison Among Patch-Based, Atlas-Based, and Bulk Density Methods

CAN3D: Fast 3D medical image segmentation via compact context aggregation

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

Comparison of Synthetic Computed Tomography Generation Methods, Incorporating Male and Female Anatomical Differences, for Magnetic Resonance Imaging-Only Definitive Pelvic Radiotherapy

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

In Regard to Shortall et al

Quality assurance for MRI-only radiation therapy: A voxel-wise population-based methodology for image and dose assessment of synthetic CT generation methods

Increased Dose to Organs in Urinary Tract Associates With Measures of Genitourinary Toxicity in Pooled Voxel-Based Analysis of 3 Randomized Phase III Trials

Bulk Anatomical Density Based Dose Calculation for Patient-Specific Quality Assurance of MRI-Only Prostate Radiotherapy

Cone beam computed tomography image guidance within a magnetic resonance imaging-only planning workflow

A deep learning model to generate synthetic CT for prostate MR-only radiotherapy dose planning: a multicenter study

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

A Multi-center Prospective Study for Implementation of an MRI-Only Prostate Treatment Planning Workflow

Terrestrial Analogue Research to Support Human Performance on Mars: A Review and Bibliographic Analysis

Medical Shape Pattern Analysis with MeshCNN

Variations of Clinical Target Volume Delineation for Primary Site of Nasopharyngeal Cancer Among Five Centers in China

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

3D Unsupervised deep learning method for magnetic resonance imaging-to-computed tomography synthesis in prostate radiotherapy

Improving chest X-ray report generation by leveraging warm starting

Computed tomography synthesis from magnetic resonance imaging using cycle Generative Adversarial Networks with multicenter learning

Quasi-3D analysis: Validation by full 3D analysis and field tests on single piles and pile groups

A statistical, voxelised model of prostate cancer for biologically optimised radiotherapy

Optimisation and validation of an integrated magnetic resonance imaging-only radiotherapy planning solution

Application of Timoshenko beam theory to the estimation of structural response

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