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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：181/34  |  提交时间：2021/06/16
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
作者:  Tong Tong;  Wenhui Huang;  Kun Wang;  Zicong He;  Lin Yin;  Xin Yang;  Shuixing Zhang;  Jie Tian
Adobe PDF(9199Kb)  |  收藏  |  浏览/下载：191/50  |  提交时间：2020/11/02
Deep learning  Photoacoustic tomography  Domain transformation  Medical image reconstruction  
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：332/57  |  提交时间：2020/03/30
optical molecular imaging  machine learning  artificial intelligence  
Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 8, 页码: 2310-2323
作者:  Du, Changde;  Du, Changying;  Huang, Lijie;  He, Huiguang
Adobe PDF(3773Kb)  |  收藏  |  浏览/下载：327/41  |  提交时间：2019/12/16
Deep neural network (DNN)  image reconstruction  multiview learning  neural decoding  variational Bayesian inference  
A novel matrix used in regularization term for model-based photoacoustic reconstructions 会议论文
, San Francisco, CA, United states, January 28, 2018 - February 1, 2018
作者:  Tong, Tong;  Wang, Kun;  Tian, Jie
Adobe PDF(757Kb)  |  收藏  |  浏览/下载：107/37  |  提交时间：2022/06/14
Photoacoustic tomography  Image reconstruction  Regularization  Central-Enhancement Laplace matrix  
无权访问的条目 期刊论文
作者:  Zhou XH(周小虎);  Bian GB(边桂彬);  Xie XL(谢晓亮);  Hou ZG(侯增广)
Adobe PDF(2685Kb)  |  收藏  |  浏览/下载：60/15  |  提交时间：2019/06/28
Reconstructing Perceived Images from Human Brain Activities with Bayesian Deep Multi-view Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 期号: 0, 页码: 1-14
作者:  Du Changde;  Du Changying;  Huang Lijie;  He Huiguang
浏览  |  Adobe PDF(3843Kb)  |  收藏  |  浏览/下载：474/200  |  提交时间：2019/05/05
Deep Neural Network  Multi-view Learning  Variational Bayesian Inference  Neural Decoding  Image Reconstruction  
Cross-media analysis and reasoning: advances and directions 期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2017, 卷号: 18, 期号: 1, 页码: 44-57
作者:  Peng, Yu-xin;  Zhu, Wen-wu;  Zhao, Yao;  Xu, Chang-sheng;  Huang, Qing-ming;  Lu, Han-qing;  Zheng, Qing-hua;  Huang, Tie-jun;  Gao, Wen
Adobe PDF(981Kb)  |  收藏  |  浏览/下载：389/101  |  提交时间：2017/05/05
Cross-media Analysis  Cross-media Reasoning  Cross-media Applications  
DNA-Nanostructure-Gold-Nanorod Hybrids for Enhanced In Vivo Optoacoustic Imaging and Photothermal Therapy 期刊论文
ADVANCED MATERIALS, 2016, 卷号: 28, 期号: 45, 页码: 10000-10007
作者:  Du, Yang;  Jiang, Qiao;  Beziere, Nicolas;  Song, Linlin;  Zhang, Qian;  Peng, Dong;  Chi, Chongwei;  Yang, Xin;  Guo, Hongbo;  Diot, Gael;  Ntziachristos, Vasilis;  Ding, Baoquan;  Tian, Jie
Adobe PDF(1527Kb)  |  收藏  |  浏览/下载：551/165  |  提交时间：2017/05/05
Curve-Driven-Based Acoustic Inversion for Photoacoustic Tomography 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2016, 卷号: 35, 期号: 12, 页码: 2546-2557
作者:  Liu, Hongbo;  Wang, Kun;  Peng, Dong;  Li, Hui;  Zhu, Yukun;  Zhang, Shuang;  Liu, Muhan;  Tian, Jie
Adobe PDF(2269Kb)  |  收藏  |  浏览/下载：337/77  |  提交时间：2017/05/05
Photoacoustic Tomography  Model Matrix  Acoustic Inversion  Curve-driven  Interpolated-matrix-model Inversion