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动态资讯 2021年 第01期(总第81期) 其他
2021-01-22
Authors:  张桂英
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CNN-G: convolutional neural network combined with graph for image segmentation with theoretical analysis 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Lu, Yi;  Chen, Yaran;  Zhao, Dongbin;  Liu, Bao;  Lai, Zhichao;  Chen, Jianxin
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Graph neural network, image segmentation, self-attention, structure pattern learning.  
Intratumoral and peritumoral radiomics analysis for preoperative Lauren classification in gastric cancer 期刊论文
CANCER IMAGING, 2020, 卷号: 20, 期号: 1, 页码: 10
Authors:  Wang, Xiao-Xiao;  Ding, Yi;  Wang, Si-Wen;  Dong, Di;  Li, Hai-Lin;  Chen, Jian;  Hu, Hui;  Lu, Chao;  Tian, Jie;  Shan, Xiu-Hong
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Lauren classification  Radiomics  Peritumoral analysis  Gastric cancer  Computed tomography  
Multi-task autoencoder based classification-regression model for patient-specific VMAT QA 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2020, 卷号: 65, 期号: 23, 页码: 12
Authors:  Wang, Le;  Li, Jiaqi;  Zhang, Shuming;  Zhang, Xile;  Zhang, Qilin;  Chan, Maria F.;  Yang, Ruijie;  Sui, Jing
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VMAT QA  patient-specific QA  deep learning  radiotherapy  
基于图神经网络的视觉图表达方法 学位论文
, 中国科学院自动化所: 中国科学院大学, 2020
Authors:  卢毅
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图神经网络,图表达,图像分类,语义分割,视觉导航,概率图,深度 强化学习  
Deep learning-based radiomics predicts response to chemotherapy in colorectal liver metastases 期刊论文
MEDICAL PHYSICS, 2020, 页码: 10
Authors:  Wei, Jingwei;  Cheng, Jin;  Gu, Dongsheng;  Chai, Fan;  Hong, Nan;  Wang, Yi;  Tian, Jie
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colorectal liver metastases  chemotherapy  radiomics  contrast‐  enhanced multidetector computed tomography  deep learning  
动态资讯 2020年 第11期(总第79期) 其他
2020-11-16
Authors:  张桂英
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CT-based deep learning radiomics analysis for evaluation of serosa invasion in advanced gastric cancer 期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2020, 卷号: 132, 页码: 8
Authors:  Sun, Rui-Jia;  Fang, Meng-Jie;  Tang, Lei;  Li, Xiao-Ting;  Lu, Qiao-Yuan;  Dong, Di;  Tian, Jie;  Sun, Ying-Shi
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Stomach neoplasms  Multi-detector computed tomography  Radiomics  Deep learning  
Multiparametric MRI-based radiomics analysis for the prediction of breast tumor regression patterns after neoadjuvant chemotherapy 期刊论文
TRANSLATIONAL ONCOLOGY, 2020, 卷号: 13, 期号: 11, 页码: 8
Authors:  Zhuang, Xiaosheng;  Chen, Chi;  Liu, Zhenyu;  Zhang, Liulu;  Zhou, Xuezhi;  Cheng, Minyi;  Ji, Fei;  Zhu, Teng;  Lei, Chuqian;  Zhang, Junsheng;  Jiang, Jingying;  Tian, Jie;  Wang, Kun
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Non-invasive decision support for NSCLC treatment using PET/CT radiomics 期刊论文
NATURE COMMUNICATIONS, 2020, 卷号: 11, 期号: 1, 页码: 11
Authors:  Mu, Wei;  Jiang, Lei;  Zhang, JianYuan;  Shi, Yu;  Gray, Jhanelle E.;  Tunali, Ilke;  Gao, Chao;  Sun, Yingying;  Tian, Jie;  Zhao, Xinming;  Sun, Xilin;  Gillies, Robert J.;  Schabath, Matthew B.
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