Optimization in treatment planning of high dose‐rate brachytherapy—Review and analysis of mathematical models
Treatment planning in high dose‐rate brachytherapy has traditionally been conducted with
manual forward planning, but inverse planning is today increasingly used in clinical practice …
manual forward planning, but inverse planning is today increasingly used in clinical practice …
Using artificial intelligence for optimization of the processes and resource utilization in radiotherapy
R Krishnamurthy, N Mummudi, JS Goda… - JCO Global …, 2022 - ascopubs.org
The radiotherapy (RT) process from planning to treatment delivery is a multistep, complex
operation involving numerous levels of human-machine interaction and requiring high …
operation involving numerous levels of human-machine interaction and requiring high …
Automatic multi-needle localization in ultrasound images using large margin mask RCNN for ultrasound-guided prostate brachytherapy
Multi-needle localization in ultrasound (US) images is a crucial step of treatment planning for
US-guided prostate brachytherapy. However, current computer-aided technologies are …
US-guided prostate brachytherapy. However, current computer-aided technologies are …
[HTML][HTML] Fast and fully-automated multi-criterial treatment planning for adaptive HDR brachytherapy for locally advanced cervical cancer
M Oud, IK Kolkman-Deurloo, JW Mens… - Radiotherapy and …, 2020 - Elsevier
Purpose To develop and evaluate a fast, automated multi-criterial treatment planning
approach for adaptive high-dose-rate (HDR) intracavitary+ interstitial brachytherapy (BT) for …
approach for adaptive high-dose-rate (HDR) intracavitary+ interstitial brachytherapy (BT) for …
Commissioning of GPU-based multi-criteria optimizer combined with plan navigation tools for high-dose-rate brachytherapy
C Bélanger, S Aubin, L Beaulieu… - Journal of Contemporary …, 2022 - termedia.pl
Purpose Current commercially available treatment planning systems (TPS) for high-dose-
rate (HDR) brachytherapy, such as Oncentra Prostate (OcP) and Oncentra Brachy …
rate (HDR) brachytherapy, such as Oncentra Prostate (OcP) and Oncentra Brachy …
Inter-observer evaluation of a GPU-based multicriteria optimization algorithm combined with plan navigation tools for HDR brachytherapy
C Bélanger, É Poulin, S Aubin, É Vigneault, AG Martin… - Brachytherapy, 2022 - Elsevier
PURPOSE Recently, a GPU-based multicriteria optimization (gMCO) algorithm was
integrated in a graphical user interface (gMCO-GUI) that allowed real-time plan navigation …
integrated in a graphical user interface (gMCO-GUI) that allowed real-time plan navigation …
Fully automated treatment planning for MLC‐based robotic radiotherapy
BWK Schipaanboord, MK Giżyńska, L Rossi… - Medical …, 2021 - Wiley Online Library
Purpose To propose and validate a fully automated multicriterial treatment planning solution
for a CyberKnife® equipped with an InCiseTM 2 multileaf collimator. Methods The AUTO …
for a CyberKnife® equipped with an InCiseTM 2 multileaf collimator. Methods The AUTO …
Evaluating the use of machine learning to predict expert-driven pareto-navigated calibrations for personalised automated radiotherapy planning
I Foster, E Spezi, P Wheeler - Applied Sciences, 2023 - mdpi.com
Featured Application Fully automated and personalised radiotherapy treatment planning.
Abstract Automated planning (AP) uses common protocols for all patients within a cancer …
Abstract Automated planning (AP) uses common protocols for all patients within a cancer …
Deep learning prediction of scenario doses for direct plan robustness evaluations in IMPT for head-and-neck
Objective. Intensity modulated proton therapy (IMPT) is susceptible to uncertainties in patient
setup and proton range. Robust optimization is employed in IMPT treatment planning to …
setup and proton range. Robust optimization is employed in IMPT treatment planning to …
Penalty weight tuning in high dose rate brachytherapy using multi-objective Bayesian optimization
H Jafarzadeh, M Antaki, X Mao, M Duclos… - Physics in Medicine …, 2024 - iopscience.iop.org
Objective. Treatment plan optimization in high dose rate brachytherapy often requires
manual fine-tuning of penalty weights for each objective, which can be time-consuming and …
manual fine-tuning of penalty weights for each objective, which can be time-consuming and …