Y
Yuyun Xu
Publications - 2
Citations - 55
Yuyun Xu is an academic researcher. The author has an hindex of 2, co-authored 2 publications receiving 17 citations.
Papers
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Journal ArticleDOI
Deep Learning of Imaging Phenotype and Genotype for Predicting Overall Survival Time of Glioblastoma Patients
Zhenyu Tang,Yuyun Xu,Lei Jin,Abudumijiti Aibaidula,Junfeng Lu,Zhicheng Jiao,Jinsong Wu,Han Zhang,Dinggang Shen +8 more
TL;DR: A new deep learning-based OS prediction method for GBM patients, which can derive tumor genotype-related features from pre-operative multimodal magnetic resonance imaging (MRI) brain data and feed them to OS prediction, achieves the highest OS prediction accuracy compared to other state-of-the-art methods.
Book ChapterDOI
Pre-operative Overall Survival Time Prediction for Glioblastoma Patients Using Deep Learning on Both Imaging Phenotype and Genotype
Zhenyu Tang,Yuyun Xu,Zhicheng Jiao,Junfeng Lu,Lei Jin,Abudumijiti Aibaidula,Jinsong Wu,Qian Wang,Han Zhang,Dinggang Shen +9 more
TL;DR: A new deep learning based method that can derive genotype related features from pre-operative multimodal MR images of brain tumor patients to guide OS time prediction is proposed and it is concluded that the multi-task learning can effectively improve the accuracy of predicting OS time in personalized prognosis.