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Artificial intelligence in radiotherapy treatment planning: present and future
Treatment planning is an essential step of the radiotherapy workflow. It has become more
sophisticated over the past couple of decades with the help of computer science, enabling …
sophisticated over the past couple of decades with the help of computer science, enabling …
Automation in intensity modulated radiotherapy treatment planning—a review of recent innovations
Radiotherapy treatment planning of complex radiotherapy techniques, such as intensity
modulated radiotherapy and volumetric modulated arc therapy, is a resource-intensive …
modulated radiotherapy and volumetric modulated arc therapy, is a resource-intensive …
iCycle: Integrated, multicriterial beam angle, and profile optimization for generation of coplanar and noncoplanar IMRT plans
Purpose: To introduce iCycle, a novel algorithm for integrated, multicriterial optimization of
beam angles, and intensity modulated radiotherapy (IMRT) profiles. Methods: A multicriterial …
beam angles, and intensity modulated radiotherapy (IMRT) profiles. Methods: A multicriterial …
Artificial Intelligence in magnetic Resonance guided Radiotherapy: Medical and physical considerations on state of art and future perspectives
Over the last years, technological innovation in Radiotherapy (RT) led to the introduction of
Magnetic Resonance-guided RT (MRgRT) systems. Due to the higher soft tissue contrast …
Magnetic Resonance-guided RT (MRgRT) systems. Due to the higher soft tissue contrast …
Improved planning time and plan quality through multicriteria optimization for intensity-modulated radiotherapy
PURPOSE: To test whether multicriteria optimization (MCO) can reduce treatment planning
time and improve plan quality in intensity-modulated radiotherapy (IMRT). METHODS AND …
time and improve plan quality in intensity-modulated radiotherapy (IMRT). METHODS AND …
Multi-criteria optimization and decision-making in radiotherapy
Radiotherapy (radiation therapy) is one of the main treatments for cancer. The aim is to
deliver a prescribed radiation dose to the tumor, while kee** the unavoidable dose to the …
deliver a prescribed radiation dose to the tumor, while kee** the unavoidable dose to the …
Toward fully automated multicriterial plan generation: a prospective clinical study
PURPOSE: To prospectively compare plans generated with iCycle, an in-house-developed
algorithm for fully automated multicriterial intensity modulated radiation therapy (IMRT) …
algorithm for fully automated multicriterial intensity modulated radiation therapy (IMRT) …
A DVH‐guided IMRT optimization algorithm for automatic treatment planning and adaptive radiotherapy replanning
Purpose: To develop a novel algorithm that incorporates prior treatment knowledge into
intensity modulated radiation therapy optimization to facilitate automatic treatment planning …
intensity modulated radiation therapy optimization to facilitate automatic treatment planning …
Comparison of VMAT and IMRT strategies for cervical cancer patients using automated planning
Background and purpose In a published study on cervical cancer, 5-beam IMRT was inferior
to single arc VMAT. Here we compare 9, 12, and 20 beam IMRT with single and dual arc …
to single arc VMAT. Here we compare 9, 12, and 20 beam IMRT with single and dual arc …
The equivalence of multi-criteria methods for radiotherapy plan optimization
Several methods can be used to achieve multi-criteria optimization of radiation therapy
treatment planning, which strive for Pareto-optimality. The property of the solution being …
treatment planning, which strive for Pareto-optimality. The property of the solution being …