A support vector machine tool for adaptive tomotherapy treatments: Prediction of head and neck patients criticalities

Article ID	Journal	Published Year	Pages	File Type
10731070	Physica Medica	2015	10 Pages	PDF

Abstract

Warping methods, supported by daily image analysis and predictive tools, can improve personalization and monitoring of each treatment, thereby minimizing anatomic and dosimetric divergences from initial constraints.

Keywords

Cluster analysis Support vector machines ROC curves Adaptive radiation therapy

Related Topics

Physical Sciences and Engineering Physics and Astronomy Radiation

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A support vector machine tool for adaptive tomotherapy treatments: Prediction of head and neck patients criticalities

Authors

Gabriele Guidi, Nicola Maffei, Claudio Vecchi, Alberto Ciarmatori, Grazia Maria Mistretta, Giovanni Gottardi, Bruno Meduri, Giuseppe Baldazzi, Filippo Bertoni, Tiziana Costi,