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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
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View/Download:10/0
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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
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Submit date:2022/07/25
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:6/0
  |  
Submit date:2022/07/25
cervical cancer
deep learning
disease-free survival
overall survival
whole slide image
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
Adobe PDF(36889Kb)
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View/Download:52/2
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Submit date:2022/06/13
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
Adobe PDF(18454Kb)
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View/Download:35/3
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Submit date:2022/06/13
影像组学
表征学习
胃癌
预后预测
计算机断层扫描(CT)
基于多分支网络的医学声学图像重建与分析算法研究
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:
童同
Adobe PDF(24634Kb)
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View/Download:71/2
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Submit date:2022/06/13
光声断层成像
超声成像
图像重建
图像分析
多分支网络
深度学习
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)
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View/Download:41/1
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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
A deep learning radiomics analysis for identifying sinus invasion in patients with meningioma before operation using tumor and peritumoral regions
期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2022, 卷号: 149, 页码: 7
Authors:
Sun, Kai
;
Zhang, Jing
;
Liu, Zhenyu
;
Qiu, Qi
;
Gao, Han
;
Liu, Panpan
;
Chen, Kuntao
;
Wei, Wei
;
Wang, Liang
;
Zhang, Junting
;
Zhou, Junlin
;
Tian, Jie
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View/Download:17/0
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Submit date:2022/06/10
Sinus invasion
Meningioma
ResNet50
Peritumoral
Preoperative identification
Preoperative Prediction of Malignant Transformation of Sinonasal Inverted Papilloma Using MR Radiomics
期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 10
Authors:
Yan, Yang
;
Liu, Yujia
;
Tao, Jianhua
;
Li, Zheng
;
Qu, Xiaoxia
;
Guo, Jian
;
Xian, Junfang
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  |  
View/Download:18/0
  |  
Submit date:2022/06/10
inverted papilloma (IP)
squamous cell carcinoma
sinonasal cancer
radiomics
magnetic resonance imaging
Deep learning-based AI model for signet-ring cell carcinoma diagnosis and chemotherapy response prediction in gastric cancer
期刊论文
MEDICAL PHYSICS, 2022, 页码: 12
Authors:
Li, Cong
;
Qin, Yun
;
Zhang, Wei-Han
;
Jiang, Hanyu
;
Song, Bin
;
Bashir, Mustafa R.
;
Xu, Heng
;
Duan, Ting
;
Fang, Mengjie
;
Zhong, Lianzhen
;
Meng, Lingwei
;
Dong, Di
;
Hu, Zhenhua
;
Tian, Jie
;
Hu, Jian-Kun
Adobe PDF(1878Kb)
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View/Download:24/1
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Submit date:2022/03/17
chemotherapy
deep learning
diagnosis
signet-ring cell carcinoma
survival