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Dosimetric evaluation of synthetic CT generated with GANs for MRI-only proton therapy treatment planning of brain tumors.
Journal of Applied Clinical Medical Physics ( IF 2.1 ) Pub Date : 2020-03-26 , DOI: 10.1002/acm2.12856
Samaneh Kazemifar 1 , Ana M Barragán Montero 1, 2 , Kevin Souris 2 , Sara T Rivas 2 , Robert Timmerman 1 , Yang K Park 1 , Steve Jiang 1 , Xavier Geets 2, 3 , Edmond Sterpin 2, 4 , Amir Owrangi 1
Affiliation  

The purpose of this study was to address the dosimetric accuracy of synthetic computed tomography (sCT) images of patients with brain tumor generated using a modified generative adversarial network (GAN) method, for their use in magnetic resonance imaging (MRI)‐only treatment planning for proton therapy.

中文翻译:

用GAN生成的合成CT的剂量学评估,用于脑肿瘤的仅MRI质子治疗治疗计划。

这项研究的目的是解决使用改良的生成对抗网络(GAN)方法生成的脑肿瘤患者的合成计算机断层扫描(sCT)图像的剂量学准确性,以将其用于仅磁共振成像(MRI)的治疗计划中用于质子治疗。
更新日期:2020-03-26
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