[HTML][HTML] Overview of artificial intelligence-based applications in radiotherapy: Recommendations for implementation and quality assurance
L Vandewinckele, M Claessens, A Dinkla… - Radiotherapy and …, 2020 - Elsevier
Artificial Intelligence (AI) is currently being introduced into different domains, including
medicine. Specifically in radiation oncology, machine learning models allow automation and …
medicine. Specifically in radiation oncology, machine learning models allow automation and …
Tissue mimicking materials for imaging and therapy phantoms: a review
CK McGarry, LJ Grattan, AM Ivory, F Leek… - Physics in Medicine …, 2020 - iopscience.iop.org
Tissue mimicking materials (TMMs), typically contained within phantoms, have been used
for many decades in both imaging and therapeutic applications. This review investigates the …
for many decades in both imaging and therapeutic applications. This review investigates the …
Deep learning based synthetic‐CT generation in radiotherapy and PET: a review
Abstract Recently, deep learning (DL)‐based methods for the generation of synthetic
computed tomography (sCT) have received significant research attention as an alternative to …
computed tomography (sCT) have received significant research attention as an alternative to …
[HTML][HTML] Survey on deep learning for radiotherapy
More than 50% of cancer patients are treated with radiotherapy, either exclusively or in
combination with other methods. The planning and delivery of radiotherapy treatment is a …
combination with other methods. The planning and delivery of radiotherapy treatment is a …
Deep learning methods to generate synthetic CT from MRI in radiotherapy: A literature review
Purpose In radiotherapy, MRI is used for target volume and organs-at-risk delineation for its
superior soft-tissue contrast as compared to CT imaging. However, MRI does not provide the …
superior soft-tissue contrast as compared to CT imaging. However, MRI does not provide the …
MRI-guided radiation therapy: an emerging paradigm in adaptive radiation oncology
Radiation therapy (RT) continues to be one of the mainstays of cancer treatment.
Considerable efforts have been recently devoted to integrating MRI into clinical RT planning …
Considerable efforts have been recently devoted to integrating MRI into clinical RT planning …
Dose evaluation of fast synthetic-CT generation using a generative adversarial network for general pelvis MR-only radiotherapy
M Maspero, MHF Savenije, AM Dinkla… - Physics in Medicine …, 2018 - iopscience.iop.org
To enable magnetic resonance (MR)-only radiotherapy and facilitate modelling of radiation
attenuation in humans, synthetic CT (sCT) images need to be generated. Considering the …
attenuation in humans, synthetic CT (sCT) images need to be generated. Considering the …
Conversion between CT and MRI images using diffusion and score-matching models
MRI and CT are most widely used medical imaging modalities. It is often necessary to
acquire multi-modality images for diagnosis and treatment such as radiotherapy planning …
acquire multi-modality images for diagnosis and treatment such as radiotherapy planning …
[HTML][HTML] CT synthesis from MRI using multi-cycle GAN for head-and-neck radiation therapy
Y Liu, A Chen, H Shi, S Huang, W Zheng, Z Liu… - … medical imaging and …, 2021 - Elsevier
Abstract Magnetic Resonance Imaging (MRI) guided Radiation Therapy is a hot topic in the
current studies of radiotherapy planning, which requires using MRI to generate synthetic …
current studies of radiotherapy planning, which requires using MRI to generate synthetic …
Task group 284 report: magnetic resonance imaging simulation in radiotherapy: considerations for clinical implementation, optimization, and quality assurance
CK Glide‐Hurst, ES Paulson, K McGee… - Medical …, 2021 - Wiley Online Library
The use of dedicated magnetic resonance simulation (MR‐SIM) platforms in Radiation
Oncology has expanded rapidly, introducing new equipment and functionality with the …
Oncology has expanded rapidly, introducing new equipment and functionality with the …