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Patient-level grading prediction of prostate cancer from mp-MRI via GMINet
期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 150, 页码: 10
Authors:
Shao, Lizhi
;
Liu, Zhenyu
;
Liu, Jiangang
;
Yan, Ye
;
Sun, Kai
;
Liu, Xiangyu
;
Lu, Jian
;
Tian, Jie
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View/Download:25/0
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Submit date:2022/11/21
mp-MRI
Prostate cancer
Grade group
Patient-level prediction
Deep learning
Optimization of ODAP-Urea-based dual-modality PSMA targeting probes for sequential PET-CT and optical imaging
期刊论文
BIOORGANIC & MEDICINAL CHEMISTRY, 2022, 卷号: 66, 页码: 10
Authors:
Li, Yuan
;
Duan, Xiaojiang
;
Xu, Hongchuang
;
Zhang, Jingming
;
Zhou, Haoxi
;
Zhang, Xiaojun
;
Zhang, Jinming
;
Yang, Zhi
;
Hu, Zhenhua
;
Zhang, Ning
;
Tian, Jie
;
Yang, Xing
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View/Download:50/0
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Submit date:2022/07/25
Prostate cancer
Prostate-specific membrane antigen (PSMA)
Dual-modality imaging
PET imaging
Optical imaging
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
Adobe PDF(8160Kb)
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View/Download:80/5
  |  
Submit date:2022/06/28
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
基于磁共振影像的脑龄预测与大脑发展老化模式研究
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:
胡天宇
Adobe PDF(27463Kb)
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View/Download:112/4
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Submit date:2022/06/13
磁共振成像
脑龄预测
深度学习
大脑老化
个体差异
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:95/1
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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
The potential of prostate gland radiomic features in identifying the Gleason score
期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 144, 页码: 11
Authors:
Gong, Lixin
;
Xu, Min
;
Fang, Mengjie
;
He, Bingxi
;
Li, Hailin
;
Fang, Xiangming
;
Dong, Di
;
Tian, Jie
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View/Download:49/0
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Submit date:2022/07/25
MRI
Radiomics
Prostate cancer
Gleason score
Gland segmentation
Biomimetic manganese-eumelanin nanocomposites for combined hyperthermia-immunotherapy against prostate cancer
期刊论文
Journal of Nanobiotechnology, 2022, 卷号: 20, 期号: 1
Authors:
Liu,Yu
;
Shang,Wenting
;
Liu,Heng
;
Hui,Hui
;
Wu,Jun
;
Zhang,Wei
;
Gao,Pengli
;
Guo,Kunxiong
;
Guo,Yanli
;
Tian,Jie
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  |  
View/Download:49/0
  |  
Submit date:2022/02/16
Tumor-associated macrophages
Immunomodulation
Hyperthermia-immunotherapy
Eumelanin
Prostate cancer
Quality in MR reporting (include improvements in acquisition using AI)
期刊论文
BRITISH JOURNAL OF RADIOLOGY, 2022, 卷号: 95, 期号: 1131, 页码: 7
Authors:
Wang, Liang
;
Margolis, Daniel J.
;
Chen, Min
;
Zhao, Xinming
;
Li, Qiubai
;
Yang, Zhenghan
;
Tian, Jie
;
Wang, Zhenchang
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  |  
View/Download:40/0
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Submit date:2022/06/06
Patient-Level Prediction of Multi-Classification Task at Prostate MRI Based on End-to-End Framework Learning From Diagnostic Logic of Radiologists
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2021, 卷号: 68, 期号: 12, 页码: 3690-3700
Authors:
Shao, Lizhi
;
Liu, Zhenyu
;
Yan, Ye
;
Liu, Jiangang
;
Ye, Xiongjun
;
Xia, Haizhui
;
Zhu, Xuehua
;
Zhang, Yuting
;
Zhang, Zhiying
;
Chen, Huiying
;
He, Wei
;
Liu, Cheng
;
Lu, Min
;
Huang, Yi
;
Sun, Kai
;
Zhou, Xuezhi
;
Yang, Guanyu
;
Lu, Jian
;
Tian, Jie
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View/Download:67/0
  |  
Submit date:2021/12/28
Magnetic resonance imaging
Principal component analysis
Pathology
Lesions
Optimization
Task analysis
Predictive models
Gleason score
prostate cancer
patient-level prediction
joint optimization
MRI
reinforcement learning
基于调强放疗大数据的患者剂量验证方法建模研究
学位论文
工学博士, 中国科学院自动化所: 中国科学院大学, 2021
Authors:
王乐
Adobe PDF(5726Kb)
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View/Download:66/2
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Submit date:2022/03/07
肿瘤放射治疗,机器学习,深度学习,预测分类,基于患者的剂量验证, 容积旋转调强治疗