Automated Segmentation of the Parotid Gland Based on Atlas Registration and Machine Learning: A Longitudinal MRI Study in Head-and-Neck Radiation Therapy

PURPOSE: To develop an automated magnetic resonance imaging (MRI) parotid segmentation method to monitor radiation-induced parotid gland changes in patients after head and neck radiation therapy (RT). METHODS AND MATERIALS: The proposed method combines the atlas registration method, which captures t...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Int J Radiat Oncol Biol Phys
Prif Awduron: Yang, Xiaofeng, Wu, Ning, Cheng, Guanghui, Zhou, Zhengyang, Yu, David S., Beitler, Jonathan J., Curran, Walter J., Liu, Tian
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2014
Pynciau:
Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC4362545/
https://ncbi.nlm.nih.gov/pubmed/25442347
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ijrobp.2014.08.350
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