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基于平行视觉的小样本医学图像识别研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  沈甜雨
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平行视觉  小样本学习  医学图像识别  病灶区域分割  病变分级  
青少年精神分裂症和不同阶段成人期精神分裂症的脑功能影像标志研究 学位论文
, 智能化大厦七层会议室: 中国科学院大学, 2021
Authors:  张玉良
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精神分裂症  静息状态跟你磁共振成像  局部一致性  功能连接  青少年精神分裂症  首发精神分裂症  慢性精神分裂症  
基于Unet编码块迁移学习的胃印戒细胞癌诊断研究 学位论文
, 北京市海淀区中国科学院自动化研究所智能化大厦910: 中国科学院大学-中国科学院自动化研究所, 2021
Authors:  李聪
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胃印戒细胞癌  迁移学习  深度学习  诊断  生存期  
基于影像组学的肝细胞癌预后因子预测方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  顾东升
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影像组学,肝细胞癌,预后因子,无创诊断,深度学习  
Prediction of Microvascular Invasion in Hepatocellular Carcinoma via Deep Learning: A Multi-Center and Prospective Validation Study 期刊论文
CANCERS, 2021, 卷号: 13, 期号: 10, 页码: 19
Authors:  Wei, Jingwei;  Jiang, Hanyu;  Zeng, Mengsu;  Wang, Meiyun;  Niu, Meng;  Gu, Dongsheng;  Chong, Huanhuan;  Zhang, Yanyan;  Fu, Fangfang;  Zhou, Mu;  Chen, Jie;  Lyv, Fudong;  Wei, Hong;  Bashir, Mustafa R.;  Song, Bin;  Li, Hongjun;  Tian, Jie
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hepatocellular carcinoma  microvascular invasion  magnetic resonance imaging  computed tomography  deep learning  
基于颅内脑电的工作记忆的前额叶-内侧颞叶神经机制研究 研究报告
2021
Authors:  曹丹
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工作记忆  海马体亚区  前额叶-内侧颞叶相互作用  颅内脑电  
A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 4, 页码: 1279-1289
Authors:  Yao, Dongren;  Sui, Jing;  Wang, Mingliang;  Yang, Erkun;  Jiaerken, Yeerfan;  Luo, Na;  Yap, Pew-Thian;  Liu, Mingxia;  Shen, Dinggang
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Functional magnetic resonance imaging  Convolution  Diseases  Fuses  Brain modeling  Neuroimaging  White matter  Brain connectivity  graph convolutional network  triplet  classification  
Imaging evolution of the primate brain: the next frontier? 期刊论文
NEUROIMAGE, 2021, 卷号: 228, 页码: 11
Authors:  Friedrich, Patrick;  Forkel, Stephanie J.;  Amiez, Celine;  Balsters, Joshua H.;  Coulon, Olivier;  Fan, Lingzhong;  Goulas, Alexandros;  Hadj-Bouziane, Fadila;  Hecht, Erin E.;  Heuer, Katja;  Jiang, Tianzi;  Latzman, Robert D.;  Liu, Xiaojin;  Loh, Kep Kee;  Patil, Kaustubh R.;  Lopez-Persem, Alizee;  Procyk, Emmanuel;  Sallet, Jerome;  Toro, Roberto;  Vickery, Sam;  Weis, Susanne;  Wilson, Charles R. E.;  Xu, Ting;  Zerbi, Valerio;  Eickoff, Simon B.;  Margulies, Daniel S.;  Mars, Rogier B.;  de Schotten, Michel Thiebaut
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Health Status Prediction with Local-Global Heterogeneous Behavior Graph 期刊论文
ACM Transactions on Multimedia Computing Communications and Applications, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Ma, Xuan;  Yang, Xiaoshan;  Gao, Junyu;  Xu, Changsheng
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Health Status Prediction  Graph Neural Networks  Individual Behavior  
Application of deep learning to predict underestimation in ductal carcinoma in situ of the breast with ultrasound 期刊论文
ANNALS OF TRANSLATIONAL MEDICINE, 2021, 卷号: 9, 期号: 4, 页码: 9
Authors:  Qian, Lang;  Lv, Zhikun;  Zhang, Kai;  Wang, Kun;  Zhu, Qian;  Zhou, Shichong;  Chang, Cai;  Tian, Jie
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Artificial intelligence (AI)  ductal carcinoma in situ (DCIS)  core needle biopsy (CNB)  prediction of upstaging