Radiotherapy

Guided undersampling classification for automated radiation therapy quality assurance of prostate cancer treatment
Purpose: To test the use of well-studied and widely used classification methods alongside newly developed data-filtering techniques …
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Modeling and comparison of alternative approaches for sector duration optimization in a dedicated radiosurgery system
Stereotactic radiosurgery (SRS) is an effective technique to treat brain metastasis for which several inverse planning methods may be …
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Predictive modeling of dosimetric quality assurance in radiation therapy
Volumetric arc therapy (VMAT) is a type of cancer treatment where radiation is delivered continuously from a moving beam source. Due to …
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Spatio-temporal and class-imbalanced data analytics in healthcare
Data analytics promise to deliver value to industries by providing historical insights that can drive the future decisions. However, …
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Incorporation of delivery times in stereotactic radiosurgery treatment optimization
Although the use of mathematical optimization techniques can greatly improve the quality of treatment plans in various radiation …
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Optimization methods for high dose rate brachytherapy treatment planning
Optimization approaches for treatment planning in two novel high-dose-rate (HDR) brachytherapy techniques, direction-modulation …
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Robotic path-finding in inverse treatment planning for stereotactic radiosurgery with continuous dose delivery
Purpose: Continuous dose delivery in radiation therapy treatments has been shown to decrease total treatment time while improving the …
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Robotic path-finding in inverse treatment planning with continuous dose delivery for stereotactic radiosurgery
Optimization approaches for treatment planning in two novel high-dose-rate (HDR) brachytherapy techniques, direction-modulation …
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A fast beam orientation optimization method that enforces geometric constraints in IMRT for total marrow irradiation
The beam orientation optimization (BOO) problem for intensity-modulated radiation therapy (IMRT) is the selection of beams for …
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Interactive visual guidance for automated stereotactic radiosurgery treatment planning
The growing technology industry has led to the steady enhancement of expert systems, often at the cost of increased complexity for the …
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