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Deep learning based synthetic‐CT generation in radiotherapy and PET: A review

Medical physics (Lancaster), 2021-11, Vol.48 (11), p.6537-6566

2021

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Dose evaluation of fast synthetic-CT generation using a generative adversarial network for general pelvis MR-only radiotherapy

Physics in medicine & biology, 2018-09, Vol.63 (18), p.185001-185001

2018

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Deep learning–based MR‐to‐CT synthesis: The influence of varying gradient echo–based MR images as input channels

Magnetic resonance in medicine, 2020-04, Vol.83 (4), p.1429-1441

2020

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CBCT correction using a cycle-consistent generative adversarial network and unpaired training to enable photon and proton dose calculation

Physics in medicine & biology, 2019-11, Vol.64 (22), p.225004-225004

2019

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MR-Only Brain Radiation Therapy: Dosimetric Evaluation of Synthetic CTs Generated by a Dilated Convolutional Neural Network

International journal of radiation oncology, biology, physics, 2018-11, Vol.102 (4), p.801-812

2018

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Clinical implementation of MRI-based organs-at-risk auto-segmentation with convolutional networks for prostate radiotherapy

Radiation oncology (London, England), 2020-05, Vol.15 (1), p.104-104, Article 104

2020

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A single neural network for cone-beam computed tomography-based radiotherapy of head-and-neck, lung and breast cancer

Physics and imaging in radiation oncology, 2020-04, Vol.14, p.24-31

2020

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Optimal Conditions for Diapause Survival of Aprostocetus fukutai, an Egg Parasitoid for Biological Control of Anoplophora chinensis

Insects (Basel, Switzerland), 2021-06, Vol.12 (6), p.535

2021

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Evaluation of gold fiducial marker manual localisation for magnetic resonance-only prostate radiotherapy

Radiation oncology (London, England), 2018-06, Vol.13 (1), p.105-105, Article 105

2018

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Influence of eye movement on lens dose and optic nerve target coverage during craniospinal irradiation

Clinical and translational radiation oncology, 2021-11, Vol.31, p.28-33

2021

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Feasibility of magnetic resonance imaging-only rectum radiotherapy with a commercial synthetic computed tomography generation solution

Physics and imaging in radiation oncology, 2018-07, Vol.7, p.58-64

2018

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History of discoveries and management of the citrus longhorned beetle, Anoplophora chinensis, in Europe

Journal of pest science, 2019-01, Vol.92 (1), p.117-130

2019

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Deep learning-based synthetic CT generation for paediatric brain MR-only photon and proton radiotherapy

Radiotherapy and oncology, 2020-12, Vol.153, p.197-204

2020

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Deep learning-based image reconstruction and motion estimation from undersampled radial k-space for real-time MRI-guided radiotherapy

Physics in medicine & biology, 2020-08, Vol.65 (15), p.155015-155015

2020

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Dosimetric evaluation of synthetic CT for head and neck radiotherapy generated by a patch‐based three‐dimensional convolutional neural network

Medical physics (Lancaster), 2019-09, Vol.46 (9), p.4095-4104

2019

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Prospects for the use of biological control agents against Anoplophora in Europe

Pest management science, 2015, Vol.71 (1), p.7-14

2015

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Generalizable synthetic MRI with physics‐informed convolutional networks

Medical physics (Lancaster), 2024-05, Vol.51 (5), p.3348-3359

2024

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Accelerated respiratory-resolved 4D-MRI with separable spatio-temporal neural networks

Medical physics (Lancaster), 2023-09, Vol.50 (9), p.5331-5342

2023

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loss: A symmetric loss function for magnetic resonance imaging reconstruction and image registration with deep learning

Medical image analysis, 2022-08, Vol.80, p.102509-102509, Article 102509

2022

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Real‐time 3D motion estimation from undersampled MRI using multi‐resolution neural networks

Medical physics (Lancaster), 2021-11, Vol.48 (11), p.6597-6613

2021

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SynthRAD2023 Grand Challenge dataset: Generating synthetic CT for radiotherapy

Medical physics (Lancaster), 2023-07, Vol.50 (7), p.4664-4674

2023

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Dosimetric feasibility of direct post-operative MR-Linac-based stereotactic radiosurgery for resection cavities of brain metastases

Radiotherapy and oncology, 2023-02, Vol.179, p.109456, Article 109456

2023

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Feasibility of MR-only proton dose calculations for prostate cancer radiotherapy using a commercial pseudo-CT generation method

Physics in medicine & biology, 2017-11, Vol.62 (24), p.9159-9176

2017

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Deep‐learning‐based joint rigid and deformable contour propagation for magnetic resonance imaging‐guided prostate radiotherapy

Medical physics (Lancaster), 2024-04, Vol.51 (4), p.2367-2377

2024

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Quantification of confounding factors in MRI-based dose calculations as applied to prostate IMRT

Physics in medicine & biology, 2017-02, Vol.62 (3), p.948-965

2017

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Deep learning based synthetic‐CT generation in radiotherapy and PET: A review

Dose evaluation of fast synthetic-CT generation using a generative adversarial network for general pelvis MR-only radiotherapy

Deep learning–based MR‐to‐CT synthesis: The influence of varying gradient echo–based MR images as input channels

CBCT correction using a cycle-consistent generative adversarial network and unpaired training to enable photon and proton dose calculation

MR-Only Brain Radiation Therapy: Dosimetric Evaluation of Synthetic CTs Generated by a Dilated Convolutional Neural Network

Clinical implementation of MRI-based organs-at-risk auto-segmentation with convolutional networks for prostate radiotherapy

A single neural network for cone-beam computed tomography-based radiotherapy of head-and-neck, lung and breast cancer

Optimal Conditions for Diapause Survival of Aprostocetus fukutai, an Egg Parasitoid for Biological Control of Anoplophora chinensis

Evaluation of gold fiducial marker manual localisation for magnetic resonance-only prostate radiotherapy

Influence of eye movement on lens dose and optic nerve target coverage during craniospinal irradiation

Feasibility of magnetic resonance imaging-only rectum radiotherapy with a commercial synthetic computed tomography generation solution

History of discoveries and management of the citrus longhorned beetle, Anoplophora chinensis, in Europe

Deep learning-based synthetic CT generation for paediatric brain MR-only photon and proton radiotherapy

Deep learning-based image reconstruction and motion estimation from undersampled radial k-space for real-time MRI-guided radiotherapy

Dosimetric evaluation of synthetic CT for head and neck radiotherapy generated by a patch‐based three‐dimensional convolutional neural network

Prospects for the use of biological control agents against Anoplophora in Europe

Generalizable synthetic MRI with physics‐informed convolutional networks

Accelerated respiratory-resolved 4D-MRI with separable spatio-temporal neural networks

loss: A symmetric loss function for magnetic resonance imaging reconstruction and image registration with deep learning

Real‐time 3D motion estimation from undersampled MRI using multi‐resolution neural networks

SynthRAD2023 Grand Challenge dataset: Generating synthetic CT for radiotherapy

Dosimetric feasibility of direct post-operative MR-Linac-based stereotactic radiosurgery for resection cavities of brain metastases

Feasibility of MR-only proton dose calculations for prostate cancer radiotherapy using a commercial pseudo-CT generation method

Deep‐learning‐based joint rigid and deformable contour propagation for magnetic resonance imaging‐guided prostate radiotherapy

Quantification of confounding factors in MRI-based dose calculations as applied to prostate IMRT

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