Survey on deep learning for radiotherapy

P Meyer, V Noblet, C Mazzara, A Lallement - Computers in biology and …, 2018 - Elsevier
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 …

[HTML][HTML] What is plan quality in radiotherapy? The importance of evaluating dose metrics, complexity, and robustness of treatment plans

V Hernandez, CR Hansen, L Widesott, A Bäck… - Radiotherapy and …, 2020 - Elsevier
Plan evaluation is a key step in the radiotherapy treatment workflow. Central to this step is
the assessment of treatment plan quality. Hence, it is important to agree on what we mean …

MRI-guidance for motion management in external beam radiotherapy: current status and future challenges

C Paganelli, B Whelan, M Peroni… - Physics in Medicine …, 2018 - iopscience.iop.org
High precision conformal radiotherapy requires sophisticated imaging techniques to aid in
target localisation for planning and treatment, particularly when organ motion due to …

[HTML][HTML] The impact of technology on the changing practice of lung SBRT

MC Aznar, S Warren, M Hoogeman, M Josipovic - Physica medica, 2018 - Elsevier
Stereotactic body radiotherapy (SBRT) for lung tumours has been gaining wide acceptance
in lung cancer. Here, we review the technological evolution of SBRT delivery in lung cancer …

Stereotactic ablative radiotherapy uncertainties: delineation, setup and motion

M Yang, R Timmerman - Seminars in radiation oncology, 2018 - Elsevier
Stereotactic ablative radiotherapy (SAbR), also known as stereotactic body radiation
therapy, is biologically distinct from conventionally fractionated radiotherapy in that it is …

Porcine lung phantom-based validation of estimated 4D-MRI using orthogonal cine imaging for low-field MR-Linacs

M Rabe, C Paganelli, M Riboldi… - Physics in Medicine …, 2021 - iopscience.iop.org
Real-time motion monitoring of lung tumors with low-field magnetic resonance imaging-
guided linear accelerators (MR-Linacs) is currently limited to sagittal 2D cine magnetic …

Cardiac radioablation for ventricular tachycardia: Which approach for incorporating cardiorespiratory motions into the planning target volume?

J Bellec, L Rigal, A Hervouin, R Martins, M Lederlin… - Physica Medica, 2022 - Elsevier
Purpose To evaluate different approaches for generating a cardiorespiratory ITV for cardiac
radioablation. Methods Four patients with ventricular tachycardia were included in this study …

Real‐time 4DMRI‐based internal target volume definition for moving lung tumors

M Rabe, C Thieke, M Düsberg, S Neppl… - Medical …, 2020 - Wiley Online Library
Purpose In photon radiotherapy, respiratory‐induced target motion can be accounted for by
internal target volumes (ITV) or mid‐ventilation target volumes (midV) defined on the basis of …

Clinical results of mean GTV dose optimized robotic-guided stereotactic body radiation therapy for lung tumors

R Baumann, MKH Chan, F Pyschny, S Stera… - Frontiers in …, 2018 - frontiersin.org
Introduction We retrospectively evaluated the efficacy and toxicity of gross tumor volume
(GTV) mean dose optimized stereotactic body radiation therapy (SBRT) for primary and …

Dose deviations induced by respiratory motion for radiotherapy of lung tumors: Impact of CT reconstruction, plan complexity, and fraction size

EPS Sande, AM Acosta Roa… - Journal of Applied …, 2020 - Wiley Online Library
A thorax phantom was used to assess radiotherapy dose deviations induced by respiratory
motion of the target volume. Both intensity modulated and static, non‐modulated treatment …