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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：174/34  |  提交时间：2021/06/16
molecular imaging, machine learning, artificial intelligence  
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：316/53  |  提交时间：2020/03/30
optical molecular imaging  machine learning  artificial intelligence  
Central focused convolutional neural networks: Developing a data-driven model for lung nodule segmentation 期刊论文
MEDICAL IMAGE ANALYSIS, 2017, 卷号: 40, 期号: 40, 页码: 172-183
作者:  Wang, Shuo;  Zhou, Mu;  Liu, Zaiyi;  Liu, Zhenyu;  Gu, Dongsheng;  Zang, Yali;  Dong, Di;  Gevaert, Olivier;  Tian, Jie
浏览  |  Adobe PDF(3023Kb)  |  收藏  |  浏览/下载：543/222  |  提交时间：2018/01/08
Lung Nodule Segmentation  Convolutional Neural Networks  Deep Learning  Computer-aided Diagnosis  
Multi-crop Convolutional Neural Networks for lung nodule malignancy suspiciousness classification 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 61, 期号: 61, 页码: 663-673
作者:  Shen, Wei;  Zhou, Mu;  Yang, Feng;  Yu, Dongdong;  Dong, Di;  Yang, Caiyun;  Zang, Yali;  Tian, Jie;  Feng Yang, Jie Tian
浏览  |  Adobe PDF(1358Kb)  |  收藏  |  浏览/下载：1267/594  |  提交时间：2016/10/21
Lung Nodule  Malignancy Suspiciousness  Convolutional Neural Network  Multi-crop Pooling  
Lung Lesion Extraction Using a Toboggan Based Growing Automatic Segmentation Approach 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2016, 卷号: 35, 期号: 1, 页码: 337-353
作者:  Song, Jiangdian;  Yang, Caiyun;  Fan, Li;  Wang, Kun;  Yang, Feng;  Liu, Shiyuan;  Tian, Jie;  Caiyun YANG, Shiyuan Liu, Jie Tian
浏览  |  Adobe PDF(6639Kb)  |  收藏  |  浏览/下载：435/168  |  提交时间：2016/03/19
Back-off Mechanism  Computed Tomography (Ct)  Lung Lesion Segmentation  Region Growing  Toboggan  
Automatic Liver Segmentation Based on Shape Constraints and Deformable Graph Cut in CT Images 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 12, 页码: 5315-5329
作者:  Li, Guodong;  Chen, Xinjian;  Shi, Fei;  Zhu, Weifang;  Tian, Jie;  Xiang, Dehui
浏览  |  Adobe PDF(5250Kb)  |  收藏  |  浏览/下载：457/167  |  提交时间：2015/11/12
Liver Segmentation  Principal Component Analysis  Euclidean Distance Transformation  Deformable Graph Cut  
Identifying Neural Patterns of Functional Dyspepsia Using Multivariate Pattern Analysis: A Resting-State fMRI Study 期刊论文
PLOS ONE, 2013, 卷号: 8, 期号: 7, 页码: -
作者:  Liu, Peng;  Qin, Wei;  Wang, Jingjing;  Zeng, Fang;  Zhou, Guangyu;  Wen, Haixia;  von Deneen, Karen M.;  Liang, Fanrong;  Gong, Qiyong;  Tian, Jie
浏览  |  Adobe PDF(2322Kb)  |  收藏  |  浏览/下载：292/65  |  提交时间：2015/08/12
a Resting-state Fmri  
Automated delineation of lung tumors from CT images using a single click ensemble segmentation approach 期刊论文
PATTERN RECOGNITION, 2013, 卷号: 46, 期号: 3, 页码: 692-702
作者:  Gu, Yuhua;  Kumar, Virendra;  Hall, Lawrence O.;  Goldgof, Dmitry B.;  Li, Ching-Yen;  Korn, Rene;  Bendtsen, Claus;  Velazquez, Emmanuel Rios;  Dekker, Andre;  Aerts, Hugo;  Lambin, Philippe;  Li, Xiuli;  Tian, Jie;  Gatenby, Robert A.;  Gillies, Robert J.
Adobe PDF(1892Kb)  |  收藏  |  浏览/下载：348/79  |  提交时间：2015/08/12
Image Features  Delineation  Lung Tumor  Lesion  Ct  Region Growing  Ensemble Segmentation  
Hierarchical Alteration of Brain Structural and Functional Networks in Female Migraine Sufferers 期刊论文
PLOS ONE, 2012, 卷号: 7, 期号: 12, 页码: -
作者:  Liu, Jixin;  Zhao, Ling;  Li, Guoying;  Xiong, Shiwei;  Nan, Jiaofen;  Li, Jing;  Yuan, Kai;  von Deneen, Karen M.;  Liang, Fanrong;  Qin, Wei;  Tian, Jie
浏览  |  Adobe PDF(1036Kb)  |  收藏  |  浏览/下载：248/63  |  提交时间：2015/08/12
Functional  Networks  Female Migraine Sufferers  
Investigation of acupoint specificity by functional connectivity analysis based on graph theory 期刊论文
NEUROSCIENCE LETTERS, 2010, 卷号: 482, 期号: 2, 页码: 95-100
作者:  Ren, Yanshuang;  Bai, Lijun;  Feng, Yuanyuan;  Tian, Jie;  Li, Kuncheng
浏览  |  Adobe PDF(337Kb)  |  收藏  |  浏览/下载：402/141  |  提交时间：2015/08/12
Acupuncture  Acupoint Specificity  Graph Theory  Functional Magnetic Resonance Imaging (Fmri)