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Knowledge-guided multi-task attention network for survival risk prediction using multi-center computed tomography images 期刊论文
NEURAL NETWORKS, 2022, 卷号: 152, 页码: 394-406
Authors:  Zhang, Liwen;  Zhong, Lianzhen;  Li, Cong;  Zhang, Wenjuan;  Hu, Chaoen;  Dong, Di;  Liu, Zaiyi;  Zhou, Junlin;  Tian, Jie
Favorite  |  View/Download:28/0  |  Submit date:2022/07/25
Overall survival  Deep learning  Computed tomography (CT)  Neural network  
Radiomics-Based Preoperative Prediction of Lymph Node Metastasis in Intrahepatic Cholangiocarcinoma Using Contrast-Enhanced Computed Tomography 期刊论文
ANNALS OF SURGICAL ONCOLOGY, 2022, 页码: 14
Authors:  Zhang, Shuaitong;  Huang, Shengyu;  He, Wei;  Wei, Jingwei;  Huo, Lei;  Jia, Ningyang;  Lin, Jianbo;  Tang, Zhenchao;  Yuan, Yunfei;  Tian, Jie;  Shen, Feng;  Li, Jun
Favorite  |  View/Download:23/0  |  Submit date:2022/07/25
SOFTGAN: TOWARDS ACCURATE LUNG NODULE SEGMENTATION VIA SOFT MASK SUPERVISION 会议论文
, Virtual, July 18-22, 2022
Authors:  Changwei Wang;  Rongtao Xu;  Shibiao Xu;  Weiliang Meng;  Jun Xiao;  Qimin Peng;  Xiaopeng Zhang
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The pathological risk score: A new deep learning-based signature for predicting survival in cervical cancer 期刊论文
CANCER MEDICINE, 2022, 页码: 13
Authors:  Chen, Chi;  Cao, Yuye;  Li, Weili;  Liu, Zhenyu;  Liu, Ping;  Tian, Xin;  Sun, Caixia;  Wang, Wuliang;  Gao, Han;  Kang, Shan;  Wang, Shaoguang;  Jiang, Jingying;  Chen, Chunlin;  Tian, Jie
Favorite  |  View/Download:22/0  |  Submit date:2022/07/25
cervical cancer  deep learning  disease-free survival  overall survival  whole slide image  
Deep learning with whole slide images can improve the prognostic risk stratification with III colorectal cancer 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 221, 页码: 11
Authors:  Sun, Caixia;  Li, Bingbing;  Wei, Genxia;  Qiu, Weihao;  Li, Danyi;  Li, Xiangzhao;  Liu, Xiangyu;  Wei, Wei;  Wang, Shuo;  Liu, Zhenyu;  Tian, Jie;  Liang, Li
Favorite  |  View/Download:21/0  |  Submit date:2022/07/25
Chemotherapy duration  Whole slide images  Deep learning  Colorectal cancer  Prognosis  
面向血管介入手术机器人自主导航的视觉感知方法 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:  周彦捷
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腹主动脉瘤  腔内修复术  DSA 影像  X 射线影像  图像分割  形态学 分析  端点定位及方向检测  深度学习  机器人导航  
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)  
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  
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CT影像组学的胃癌TNM分期预测算法研究 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, 2022
Authors:  方梦捷
Adobe PDF(5185Kb)  |  Favorite  |  View/Download:56/1  |  Submit date:2022/06/13
影像组学  深度学习  胃癌  TNM 分期  计算机断层扫描