Article

A computational optimization approach for the automatic generation of Gamma Knife radiosurgery treatment plans

2021-08-28

Abstract excerpt

Gamma Knife (GK) radiosurgery is a non-invasive treatment modality which allows single fraction delivery of focused radiation to one or more brain targets. Treatment planning mostly involves manual placement and shaping of shots to conform the prescribed dose to a surgical target. This process can be time consuming and labour intensive. An automated method is needed to determine the optimum combination of treatmen...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 107d70c1-b5ee-5952-8b47-c48114d90299
DOI: 10.1101/2021.08.26.21262676

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A computational optimization approach for the automatic generation of Gamma Knife radiosurgery treatment plansDOI 10.1101/2021.08.26.21262676Read

A 3D Superposition Approximation for Gamma Knife Dose CalculationSemantic proximity Read

Exploring Optimal NTO Parameters for Single Brain Metastases Stereotactic Treatments: A Study of Non-Coplanar RapidArc and HyperArc ApproachesSemantic proximity Read

Script-Based Automatic Intensity-Modulated Radiotherapy Planning with Robust Optimization for Craniospinal Irradiation: A Retrospective StudySemantic proximity Read

Design and validation of an automated radiation therapy treatment planning approach for locally advanced lung cancerSemantic proximity Read

Automating the Treatment Planning Process for 3D-Conformal Pediatric Craniospinal Irradiation TherapySemantic proximity Read

A roadmap for implementation of kV-CBCT online adaptive radiation therapy and initial first year experiencesSemantic proximity Read

Automated stereotactic radiosurgery planning using a human-in-the-loop reasoning large language model agentSemantic proximity Read

Automated Contouring and Planning for Hippocampal-Avoidant Whole-Brain RadiotherapySemantic proximity Read

Dosimetric Comparison of CyberKnife, Noncoplanar VMAT,and IMPT for Orbital LymphomaSemantic proximity Read

Dose prediction of CyberKnife Monte Carlo plan for lung cancer patients based on deep learning: robust learning of variable beam configurationsSemantic proximity Read

A knowledge-based intensity-modulated radiation therapy treatment planning technique for locally advanced nasopharyngeal carcinoma radiotherapySemantic proximity Read

Feasibility of comparative comparison of multi-criteria optimization of radiation therapy with variable intensity using multi-objective Cuckoo algorithm and genetic algorithm: analytical and scientific studySemantic proximity Read