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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
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View/Download:72/2
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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
Deep learning radiomics based on contrast-enhanced ultrasound images for assisted diagnosis of pancreatic ductal adenocarcinoma and chronic pancreatitis
期刊论文
BMC MEDICINE, 2022, 卷号: 20, 期号: 1, 页码: 15
Authors:
Tong, Tong
;
Gu, Jionghui
;
Xu, Dong
;
Song, Ling
;
Zhao, Qiyu
;
Cheng, Fang
;
Yuan, Zhiqiang
;
Tian, Shuyuan
;
Yang, Xin
;
Tian, Jie
;
Wang, Kun
;
Jiang, Tian'an
Adobe PDF(9703Kb)
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Submit date:2022/06/06
Deep learning
Artificial intelligence
Pancreatic ductal adenocarcinoma
Contrast-enhanced ultrasound
Chronic pancreatitis
Deep learning radiomics of ultrasonography can predict response to neoadjuvant chemotherapy in breast cancer at an early stage of treatment: a prospective study
期刊论文
EUROPEAN RADIOLOGY, 2021, 页码: 11
Authors:
Gu, Jionghui
;
Tong, Tong
;
He, Chang
;
Xu, Min
;
Yang, Xin
;
Tian, Jie
;
Jiang, Tianan
;
Wang, Kun
Adobe PDF(3007Kb)
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View/Download:32/0
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Submit date:2021/12/28
Breast cancer
Deep learning
Neoadjuvant chemotherapy
Ultrasonography
Treatment outcome
Deep learning radiomics of dual-energy computed tomography for predicting lymph node metastases of pancreatic ductal adenocarcinoma
期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2021, 页码: 13
Authors:
An, Chao
;
Li, Dongyang
;
Li, Sheng
;
Li, Wangzhong
;
Tong, Tong
;
Liu, Lizhi
;
Jiang, Dongping
;
Jiang, Linling
;
Ruan, Guangying
;
Hai, Ning
;
Fu, Yan
;
Wang, Kun
;
Zhuo, Shuiqing
;
Tian, Jie
Adobe PDF(2925Kb)
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Submit date:2021/12/28
Lymph node metastases
Pancreatic ductal adenocarcinoma
Deep learning
Dual-energy computed tomography
Prognosis
Adaptive Grouping Block Sparse Bayesian Learning Method for Accurate and Robust Reconstruction in Bioluminescence Tomography
期刊论文
IEEE Transactions on Biomedical Engineering, 2021, 卷号: 68, 期号: 99, 页码: 1
Authors:
Yin, Lin
;
Wang, Kun
;
Tong, Tong
;
Wang, Qian
;
An, Yu
;
Yang, Xin
;
Tian, Jie
Adobe PDF(11700Kb)
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Submit date:2021/05/31
adaptive grouping
bioluminescence tomography
block sparse Bayesian learning
Identification of Predominant Histopathological Growth Patterns of Colorectal Liver Metastasis by Multi-Habitat and Multi-Sequence Based Radiomics Analysis
期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 12
Authors:
Han, Yuqi
;
Chai, Fan
;
Wei, Jingwei
;
Yue, Yali
;
Cheng, Jin
;
Gu, Dongsheng
;
Zhang, Yinli
;
Tong, Tong
;
Sheng, Weiqi
;
Hong, Nan
;
Ye, Yingjiang
;
Wang, Yi
;
Tian, Jie
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Submit date:2020/12/04
colorectal cancer
liver metastasis
magnetic resonance
histopathologic growth patterns
radiomics
Improved Block Sparse Bayesian Learning Method Using K-Nearest Neighbor Strategy for Accurate Tumor Morphology Reconstruction in Bioluminescence Tomography
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 卷号: 67, 期号: 7, 页码: 2023-2032
Authors:
Yin, Lin
;
Wang, Kun
;
Tong, Tong
;
An, Yu
;
Meng, Hui
;
Yang, Xin
;
Tian, Jie
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View/Download:99/7
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Submit date:2020/08/03
Image reconstruction
Bayes methods
Tumors
Inverse problems
Light sources
Tomography
Morphology
Bioluminescence tomography (BLT)
block sparse Bayesian learning
morphology recovery
Application of machine learning method in optical molecular imaging: a review
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 1, 页码: 16
Authors:
An, Yu
;
Meng, Hui
;
Gao, Yuan
;
Tong, Tong
;
Zhang, Chong
;
Wang, Kun
;
Tian, Jie
Adobe PDF(5942Kb)
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Submit date:2020/03/30
optical molecular imaging
machine learning
artificial intelligence
Domain Transform Network for Photoacoustic Tomography from Limited-view and Sparsely Sampled Data
期刊论文
Photoacoustics, 2020, 卷号: 19, 期号: 19, 页码: 100190
Authors:
Tong Tong
;
Wenhui Huang
;
Kun Wang
;
Zicong He
;
Lin Yin
;
Xin Yang
;
Shuixing Zhang
;
Jie Tian
Adobe PDF(9199Kb)
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View/Download:55/13
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Submit date:2020/11/02
Deep learning
Photoacoustic tomography
Domain transformation
Medical image reconstruction
Prediction of Histopathologic Growth Patterns of Colorectal Liver Metastases with a Noninvasive Imaging Method
期刊论文
ANNALS OF SURGICAL ONCOLOGY, 2019, 页码: 12
Authors:
Cheng, Jin
;
Wei, Jingwei
;
Tong, Tong
;
Sheng, Weiqi
;
Zhang, Yinli
;
Han, Yuqi
;
Gu, Dongsheng
;
Hong, Nan
;
Ye, Yingjiang
;
Tian, Jie
;
Wang, Yi
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View/Download:96/0
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Submit date:2020/03/30