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多序列 MRI影像组学辅助肿瘤无创诊断的研究 学位论文
, 北京市海淀区中关村东路95号: 中国科学院自动化研究所, 2019
Authors:  魏靖伟
Adobe PDF(3432Kb)  |  Favorite  |  View/Download:38/2  |  Submit date:2019/06/28
影像组学  人工智能  肿瘤  无创诊断  磁共振成像  
基于深度学习的小样本肿瘤CT影像分析算法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  王硕
Adobe PDF(6465Kb)  |  Favorite  |  View/Download:44/0  |  Submit date:2019/07/08
计算机断层扫描(ct)  深度学习  肿瘤分割  半监督学习  预后分析  
脑电情绪识别中跨被试迁移学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  李劲鹏
Adobe PDF(4425Kb)  |  Favorite  |  View/Download:41/4  |  Submit date:2019/06/19
脑-机接口,情绪识别,深度学习,迁移学习,领域自适应,对抗训练  
Development and validation of a prognostic index for efficacy evaluation and prognosis of first-line chemotherapy in stage III-IV lung squamous cell carcinoma 期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 5, 页码: 2388-2398
Authors:  Song, Jiangdian;  Tian, Jie;  Zhang, Lina;  Qu, Xiujuan;  Qian, Wei;  Zheng, Bin;  Zhang, Lina;  Zhao, Jia;  Niu, Meng;  Zhou, Mu;  Cui, Lei;  Liu, Yunpeng;  Zhao, Mingfang
Favorite  |  View/Download:15/0  |  Submit date:2019/07/12
Biomarkers  Tumor  Carcinoma  Squamous cell  Prognosis  
Genetic influences on cortical myelination in the human brain 期刊论文
GENES BRAIN AND BEHAVIOR, 2019, 卷号: 18, 期号: 4, 页码: 7
Authors:  Liu, Shu;  Li, Ang;  Zhu, Meifang;  Li, Jin;  Liu, Bing
View  |  Adobe PDF(625Kb)  |  Favorite  |  View/Download:32/10  |  Submit date:2019/05/05
Allen Brain Institute  cerebral cortex  gene expression  genetics  heritability  Human Connectome Project  imaging  myelin map  myelination  structural MRI  
Development and validation of a radiomics-based method for macrovascular invasion prediction in hepatocellular carcinoma with prognostic implication 会议论文
, 美国圣地亚哥, 2019年2月20日
Authors:  Wei Jingwei;  Fu Sirui;  Zhang Shuaitong;  Zhang Jie;  Gu Dongsheng;  Li Xiaoqun;  Chen Xudong;  He Xiaofeng;  Yan Jianfeng;  Lu Ligong;  Tian Jie
View  |  Adobe PDF(303Kb)  |  Favorite  |  View/Download:40/11  |  Submit date:2019/05/08
hepatocellular carcinoma  macrovascular invasion  prognosis  computed tomography  radiomics  prediction  
Radiomics Analysis on T2-MR Image to Predict Lymphovascular Space Invasion in Cervical Cancer 会议论文
, San Diego, USA, 2019-2
Authors:  Wang, Shuo;  Chen, Xi;  Liu, Zhenyu;  Wu, Qingxia;  Zhu, Yongbei;  Wang, Meiyun;  Tian, Jie
View  |  Adobe PDF(540Kb)  |  Favorite  |  View/Download:48/12  |  Submit date:2019/04/30
Identification and Classification of Maize Drought Stress Using Deep Convolutional Neural Network 期刊论文
SYMMETRY-BASEL, 2019, 卷号: 11, 期号: 2, 页码: 14
Authors:  An, Jiangyong;  Li, Wanyi;  Li, Maosong;  Cui, Sanrong;  Yue, Huanran
Favorite  |  View/Download:3/0  |  Submit date:2019/07/12
drought identification  drought classification  phenotype  drought stress  maize  deep convolutional neural network  traditional machine learning  
The Applications of Radiomics in Precision Diagnosis and Treatment of Oncology: Opportunities and Challenges 期刊论文
Theranostics, 2019, 卷号: 9, 期号: 5, 页码: 1303-1322
Authors:  Liu, Zhenyu;  Wang, Shuo;  Dong, Di;  Wei, Jingwei;  Fang, Cheng;  Zhou, Xuezhi;  Sun, Kai;  Li, Longfei;  Li, Bo;  Wang, Meiyun;  Tian, Jie
View  |  Adobe PDF(2057Kb)  |  Favorite  |  View/Download:37/6  |  Submit date:2019/04/30
Radiomics  Medical Imaging  Precision Diagnosis And Treatment  Oncology  
Predicting EGFR mutation status in lung adenocarcinoma on computed tomography image using deep learning 期刊论文
European Respiratory Journal, 2019, 期号: 53, 页码: 1800986
Authors:  Wang, Shuo;  Shi, Jingyun;  Ye, Zhaoxiang;  Dong, Di;  Yu, Dongdong;  Zhou, Mu;  Liu, Ying;  Gevaert, Olivier;  Wang, Kun;  Zhu, Yongbei;  Zhou, Hongyu;  Liu, Zhenyu;  Tian, Jie
View  |  Adobe PDF(743Kb)  |  Favorite  |  View/Download:41/7  |  Submit date:2019/04/30
Lung Adenocarcinoma  Epidermal Growth Factor Receptor Mutation  Lung Cancer  Deep Learning  Artificial Intelligence  Health Informatics