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3D Deep Learning Model for the Pretreatment Evaluation of Treatment Response in Esophageal Carcinoma: A Prospective Study (ChiCTR2000039279)
期刊论文
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2021, 卷号: 111, 期号: 4, 页码: 926-935
Authors:
Li, Xiaoqin
;
Gao, Han
;
Zhu, Jian
;
Huang, Yong
;
Zhu, Yongbei
;
Huang, Wei
;
Li, Zhenjiang
;
Sun, Kai
;
Liu, Zhenyu
;
Tian, Jie
;
Li, Baosheng
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View/Download:24/0
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Submit date:2021/12/28
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:19/0
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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
Commissioning and clinical implementation of an Autoencoder based Classification-Regression model for VMAT patient-specific QA in a multi-institution scenario
期刊论文
RADIOTHERAPY AND ONCOLOGY, 2021, 卷号: 161, 期号: 10.1016/j.radonc.2021.06.024, 页码: 230-240
Authors:
Yang, Ruijie
;
Yang, Xueying
;
Wang, Le
;
Li, Dingjie
;
Guo, Yuexin
;
Li, Ying
;
Guan, Yumin
;
Wu, Xiangyang
;
Xu, Shouping
;
Zhang, Shuming
;
Chan, Maria F.
;
Geng, Lisheng
;
Sui, Jing
Adobe PDF(2840Kb)
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View/Download:37/0
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Submit date:2021/11/02
Machine learning
VMAT patient-specific QA
Multi-institution validation
Commissioning
Clinical implementation
Mixed Metal Metal-Organic Frameworks Derived Carbon Supporting ZnFe2O4/C for High-Performance Magnetic Particle Imaging
期刊论文
NANO LETTERS, 2021, 卷号: 21, 期号: 7, 页码: 2730-2737
Authors:
Jiang, Zhenqi
;
Han, Xiao
;
Du, Yang
;
Li, Yanying
;
Li, Yong
;
Li, Juan
;
Tian, Jie
;
Wu, Aiguo
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View/Download:47/0
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Submit date:2021/06/07
Magnetic Particle Imaging
Metal-Organic Frameworks
High-Temperature Pyrolysis
Esophageal Squamous Cell Cancer
Exploring the predictive value of additional peritumoral regions based on deep learning and radiomics: A multicenter study
期刊论文
MEDICAL PHYSICS, 2021, 页码: 12
Authors:
Wu, Xiangjun
;
Dong, Di
;
Zhang, Lu
;
Fang, Mengjie
;
Zhu, Yongbei
;
He, Bingxi
;
Ye, Zhaoxiang
;
Zhang, Minming
;
Zhang, Shuixing
;
Tian, Jie
Adobe PDF(3862Kb)
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View/Download:70/1
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Submit date:2021/05/06
deep learning
peritumor
radiomics
Integrating No.3 lymph nodes and primary tumor radiomics to predict lymph node metastasis in T1-2 gastric cancer
期刊论文
BMC Medical Imaging, 2021, 卷号: 21, 期号: 1, 页码: 10
Authors:
Wang,Xiaoxiao
;
Li,Cong
;
Fang,Mengjie
;
Zhang,Liwen
;
Zhong,Lianzhen
;
Dong,Di
;
Tian,Jie
;
Shan,Xiuhong
Adobe PDF(2269Kb)
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View/Download:124/9
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Submit date:2021/04/06
Stomach cancer
Lymph nodes
Nomogram
CNN-G: convolutional neural network combined with graph for image segmentation with theoretical analysis
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:
Lu, Yi
;
Chen, Yaran
;
Zhao, Dongbin
;
Liu, Bao
;
Lai, Zhichao
;
Chen, Jianxin
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View/Download:80/9
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Submit date:2020/10/19
Graph neural network, image segmentation, self-attention, structure pattern learning.
A review of the application of machine learning in molecular imaging
期刊论文
Annals of Translational Medicine, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:
Yin, Lin
;
Cao, Zhen
;
Wang, Kun
;
Tian, Jie
;
Yang, Xing
;
Zhang, Jianhua
Adobe PDF(4435Kb)
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View/Download:36/3
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Submit date:2021/06/16
molecular imaging, machine learning, artificial intelligence
Multi-task autoencoder based classification-regression model for patient-specific VMAT QA
期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2020, 卷号: 65, 期号: 23, 页码: 12
Authors:
Wang, Le
;
Li, Jiaqi
;
Zhang, Shuming
;
Zhang, Xile
;
Zhang, Qilin
;
Chan, Maria F.
;
Yang, Ruijie
;
Sui, Jing
Adobe PDF(926Kb)
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View/Download:73/3
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Submit date:2021/01/06
VMAT QA
patient-specific QA
deep learning
radiotherapy
基于光源邻域信息的激发荧光断层重建算法研究
学位论文
, 中国科学院大学: 中国科学院大学, 2020
Authors:
孟慧
Adobe PDF(5883Kb)
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View/Download:136/2
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Submit date:2020/05/28
光学分子影像
激发荧光断层成像
非局部全变分正则先验
自适应高 斯权重拉普拉斯正则先验
k 近邻局部连接网络