A review on medical imaging synthesis using deep learning and its clinical applications
This paper reviewed the deep learning‐based studies for medical imaging synthesis and its
clinical application. Specifically, we summarized the recent developments of deep learning …
clinical application. Specifically, we summarized the recent developments of deep learning …
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 …
MR-guided radiotherapy for prostate cancer
External beam radiotherapy remains the primary treatment modality for localized prostate
cancer. The radiobiology of prostate carcinoma lends itself to hypofractionation, with recent …
cancer. The radiobiology of prostate carcinoma lends itself to hypofractionation, with recent …
Magnetic resonance‐guided radiation therapy: a review
Magnetic resonance‐guided radiation therapy (MRgRT) is a promising approach to
improving clinical outcomes for patients treated with radiation therapy. The roles of image …
improving clinical outcomes for patients treated with radiation therapy. The roles of image …
Evaluating the clinical acceptability of deep learning contours of prostate and organs‐at‐risk in an automated prostate treatment planning process
J Duan, M Bernard, L Downes, B Willows… - Medical …, 2022 - Wiley Online Library
Background Radiation treatment is considered an effective and the most common treatment
option for prostate cancer. The treatment planning process requires accurate and precise …
option for prostate cancer. The treatment planning process requires accurate and precise …
[HTML][HTML] Current and potential applications of artificial intelligence in medical imaging practice: A narrative review
J Potočnik, S Foley, E Thomas - Journal of Medical Imaging and Radiation …, 2023 - Elsevier
Background and purpose Artificial intelligence (AI) is present in many areas of our lives.
Much of the digital data generated in health care can be used for building automated …
Much of the digital data generated in health care can be used for building automated …
ICRU REPORT 97: MRI-guided radiation therapy using MRI-linear accelerators
The International Commission on Radiation Units and Measurements (ICRU), since its
inception in 1925, has had as its principal objective the development of internationally …
inception in 1925, has had as its principal objective the development of internationally …
Comparison of deep learning-based and patch-based methods for pseudo-CT generation in MRI-based prostate dose planning
Purpose Deep learning methods (DLMs) have recently been proposed to generate pseudo-
CT (pCT) for magnetic resonance imaging (MRI) based dose planning. This study aims to …
CT (pCT) for magnetic resonance imaging (MRI) based dose planning. This study aims to …
[HTML][HTML] Advanced practice roles of therapeutic radiographers/radiation therapists: a systematic literature review
Abstract Introduction Advances in Radiotherapy (RT) technology and increase of complexity
in cancer care have enabled the implementation of new treatment techniques …
in cancer care have enabled the implementation of new treatment techniques …
[HTML][HTML] Prostate cancer–advantages and disadvantages of MR-guided RT
J Murray, AC Tree - Clinical and translational radiation oncology, 2019 - Elsevier
External beam radiotherapy for prostate cancer is an optimal treatment choice for men with
localised prostate cancer and is associated with long term disease control in most patients …
localised prostate cancer and is associated with long term disease control in most patients …