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Machine Learning in Lung Cancer Radiomics 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 753-782
Authors:  Jiaqi Li;  Zhuofeng Li;  Lei Wei;  Xuegong Zhang
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Machine learning, lung cancer, radiomics, medical image, clinical application  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
Authors:  Wei-Chien Wang;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
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Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
Authors:  Hu Fenyu;  Cui Zeyu;  Wu Shu;  Liu Qiang;  Wu Jinlin;  Wang Liang;  Tan Tieniu
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基于对抗学习和治疗前后 CT 影像的食管癌同步放化疗预后预测方法研究 学位论文
, 2023
Authors:  邱淇
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食管癌  医学影像  深度学习  生成对抗网络  域自适应  
基于激励机制的近红外二区荧光成像方法与术中导航研究 学位论文
, 2023
Authors:  曹财广
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荧光手术导航  肿瘤在体检测  近红外二区荧光成像  断层成像  多谱段荧光成像  
Enhanced glypican-3-targeted identification of hepatocellular carcinoma with liver fibrosis by pre-degrading excess fibrotic collagen 期刊论文
Acta Biomaterialia, 2023, 卷号: 158, 页码: 435- 448
Authors:  Zhuo, Jiaming;  Wang, Yueqi;  Hui, Hui;  Li, Changjian;  Yang, Junying;  Zhang, Peng;  Fang, Chihua;  Tian, Jie
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Near-Infrared Window II Fluorescence Image-Guided Surgery of High-Grade Gliomas Prolongs the Progression-Free Survival of Patients 期刊论文
IEEE Transactions on Biomedical Engineering, 2022, 卷号: 69, 期号: 6, 页码: 1889-1900
Authors:  Xiaojing Shi;  Zhe Zhang;  Zeyu Zhang;  Caiguang Cao;  Zhen Cheng;  Zhenhua Hu;  Jie Tian;  Nan Ji
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fluorescence image-guided surgery  glioblastoma  ICG  NIR-II  
新型荧光分子成像用于胶质瘤手术导航的研究 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, 2022
Authors:  史小静
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激发荧光分子成像  断层成像  手术导航  契伦科夫光学成像  近红外二区荧光成像  
基于深度神经网络结构搜索的术中脑胶质瘤诊断方法研究 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  沈碧螺
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脑胶质瘤  深度学习  近红外二区荧光成像  术中病理  网络架构搜索  
基于CT影像表征学习的胃癌预后预测算法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  王思雯
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影像组学  表征学习  胃癌  预后预测  计算机断层扫描(CT)