Knowledge-Based Automated Planning for Oropharyngeal Cancer.

Aaron Babier,Justin J Boutilier,Andrea L McNiven,Timothy C Y Chan

MEDICAL PHYSICS（2018）

引用 47|浏览7

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摘要

Our automated pipeline can successfully use DVH predictions to generate high-quality plans without human intervention. Between the two KBP methods, gPCA plans tend to achieve comparable performance as clinical plans, even when controlling for plan complexity, whereas BQ plans tended to underperform. This article is protected by copyright. All rights reserved.

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关键词

IMRT,inverse optimization,knowledge-based planning,machine learning,treatment planning

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