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Feb, 2024
多参数术前核磁共振影像对细胞母细胞瘤生存推断的治疗方向
Treatment-wise Glioblastoma Survival Inference with Multi-parametric Preoperative MRI
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Xiaofeng Liu, Nadya Shusharina, Helen A Shih, C. -C. Jay Kuo, Georges El Fakhri...
TL;DR
我们提出了一种治疗条件回归模型,利用术前磁共振扫描预测胶质母细胞瘤患者的生存时间。通过将治疗信息与磁共振扫描结合起来,我们的方法有效利用了所有治疗数据,并证明了将治疗注入到每个卷积层中的有效性。
Abstract
In this work, we aim to predict the survival time (ST) of
glioblastoma
(GBM) patients undergoing different treatments based on
preoperative magnetic resonance
(MR) scans. The personalized and precise treatment pl
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