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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
作者:  Yin, Lin;  Cao, Zhen;  Wang, Kun;  Tian, Jie;  Yang, Xing;  Zhang, Jianhua
Adobe PDF(4435Kb)  |  收藏  |  浏览/下载：211/44  |  提交时间：2021/06/16
molecular imaging, machine learning, artificial intelligence  
Application of deep learning to predict underestimation in ductal carcinoma in situ of the breast with ultrasound 期刊论文
ANNALS OF TRANSLATIONAL MEDICINE, 2021, 卷号: 9, 期号: 4, 页码: 9
作者:  Qian, Lang;  Lv, Zhikun;  Zhang, Kai;  Wang, Kun;  Zhu, Qian;  Zhou, Shichong;  Chang, Cai;  Tian, Jie
Adobe PDF(743Kb)  |  收藏  |  浏览/下载：358/73  |  提交时间：2021/04/21
Artificial intelligence (AI)  ductal carcinoma in situ (DCIS)  core needle biopsy (CNB)  prediction of upstaging  
Deep Pyramid Local Attention Neural Network for Cardiac Structure Segmentation in Two-dimensional Echocardiography 期刊论文
Medical Image Analysis, 2021, 卷号: 67, 期号: 67, 页码: 101873
作者:  Fei Liu;  Wang K(王坤);  Dan Liu;  Xin Yang;  Jie Tian
浏览  |  Adobe PDF(3848Kb)  |  收藏  |  浏览/下载：457/119  |  提交时间：2020/11/02
2D echocardiography  Cardiac structure segmentation  Pyramid local attention  Label coherence learning  
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
作者:  Yin, Lin;  Wang, Kun;  Tong, Tong;  An, Yu;  Meng, Hui;  Yang, Xin;  Tian, Jie
浏览  |  Adobe PDF(646Kb)  |  收藏  |  浏览/下载：360/65  |  提交时间：2020/08/03
Image reconstruction  Bayes methods  Tumors  Inverse problems  Light sources  Tomography  Morphology  Bioluminescence tomography (BLT)  block sparse Bayesian learning  morphology recovery  
A new method of near-infrared fluorescence image-guided hepatectomy for patients with hepatolithiasis: a randomized controlled trial 期刊论文
SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES, 2020, 页码: 8
作者:  He, Kunshan;  Hong, Xiaopeng;  Chi, Chongwei;  Cai, Chaonong;  Wang, Kun;  Li, Peiping;  Liu, Xialei;  Li, Jian;  Shan, Hong;  Tian, Jie
收藏  |  浏览/下载：313/0  |  提交时间：2020/03/30
Near-infrared fluorescence  Fluorescence image-guided hepatectomy  Hepatolithiasis  Indocyanine green  Intraoperative imaging  
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
作者:  An, Yu;  Meng, Hui;  Gao, Yuan;  Tong, Tong;  Zhang, Chong;  Wang, Kun;  Tian, Jie
Adobe PDF(5942Kb)  |  收藏  |  浏览/下载：378/63  |  提交时间：2020/03/30
optical molecular imaging  machine learning  artificial intelligence  
In vivo three-dimensional evaluation of tumor hypoxia in nasopharyngeal carcinomas using FMT-CT and MSOT 期刊论文
European Journal of Nuclear Medicine and Molecular Imaging, 2019, 卷号: 0, 期号: 0, 页码: 0
作者:  Wenhui Huang;  Wang K(王坤);  Yu An;  Hui Meng;  Yuan Gao;  Zhiyuan Xiong;  Hao Yan;  Qian Wang;  Xuekang Cai;  Xin Yang;  Bin Zhang;  Qiuying Chen;  Xing Yang;  Jie Tian;  Shuixing Zhang
浏览  |  Adobe PDF(2830Kb)  |  收藏  |  浏览/下载：316/85  |  提交时间：2019/09/26
Nasopharyngeal Carcinoma  Tumour Hypoxia  Fluorescence Molecular Tomography  Multispectral Optoacoustic Tomography  
Prediction and Understanding of AIE Effect by Quantum Mechanics-aided Machine-Learning Algorithm 期刊论文
CHEMICAL COMMUNICATIONS, 2018, 卷号: 54, 期号: 57, 页码: 7955-7958
作者:  Jia Qiu;  Wang K(王坤);  Zhouyang Lian;  Xing Yang;  Wenhui Huang;  Anjun Qin;  Qian Wang;  Jie Tian;  Benzhong Tang;  Shuixing Zhang
浏览  |  Adobe PDF(1582Kb)  |  收藏  |  浏览/下载：263/62  |  提交时间：2019/09/26
Aggregation-induced Emission  Solid-state  Triphenylamine  Networks  
Adaptive Gaussian Weighted Laplace Prior Regularization Enables Accurate Morphological Reconstruction in Fluorescence Molecular Tomography 期刊论文
IEEE Transactions on Medical Imaging, 2019, 卷号: 38, 期号: 12, 页码: 2726-2734
作者:  Hui Meng;  Kun Wang;  Yuan Gao;  Yushen Jin;  Xibo Ma;  Jie Tian
浏览  |  Adobe PDF(2085Kb)  |  收藏  |  浏览/下载：320/81  |  提交时间：2019/09/26
Fluorescence Tomography  Multi-modality Fusion  Brain  
Pancreatic cancer imaging and interventional PTT with a human bispecific scfv antibody via click chemistry 期刊论文
CANCER RESEARCH, 2018, 卷号: 78, 期号: 13, 页码: 2
作者:  Wang, Qian;  Li, Dan;  Wang, Kun;  Liu, Chunyan;  Gao, Mingyuan;  Zhao, Xinming;  Tian, Jie
Adobe PDF(1955Kb)  |  收藏  |  浏览/下载：378/104  |  提交时间：2019/07/11