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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：218/45  |  提交时间：2021/06/16
molecular imaging, machine learning, artificial intelligence  
Radiomics in liver diseases: Current progress and future opportunities 期刊论文
LIVER INTERNATIONAL, 2020, 卷号: 40, 期号: 9, 页码: 2050-2063
作者:  Wei, Jingwei;  Jiang, Hanyu;  Gu, Dongsheng;  Niu, Meng;  Fu, Fangfang;  Han, Yuqi;  Song, Bin;  Tian, Jie
Adobe PDF(872Kb)  |  收藏  |  浏览/下载：512/140  |  提交时间：2020/08/03
data science  liver diseases  machine learning  precision medicine  radiologic technology  
The Applications of Radiomics in Precision Diagnosis and Treatment of Oncology: Opportunities and Challenges 期刊论文
Theranostics, 2019, 卷号: 9, 期号: 5, 页码: 1303-1322
作者:  Liu, Zhenyu;  Wang, Shuo;  Dong, Di;  Wei, Jingwei;  Fang, Cheng;  Zhou, Xuezhi;  Sun, Kai;  Li, Longfei;  Li, Bo;  Wang, Meiyun;  Tian, Jie
浏览  |  Adobe PDF(2057Kb)  |  收藏  |  浏览/下载：1029/629  |  提交时间：2019/04/30
Radiomics  Medical Imaging  Precision Diagnosis And Treatment  Oncology  
Brain vascular image Segmentation Based on Fuzzy Local Information C-Means Clustering 会议论文
, San Francisco, California United States, 28 January - 2 February 2017
作者:  Hu, Chaoen;  Liu, Xia;  Liang,Xiao;  Hui, Hui;  Yang, Xin;  Tian, Jie
浏览  |  Adobe PDF(474Kb)  |  收藏  |  浏览/下载：328/122  |  提交时间：2018/01/02
Brain Vascular Image Enhancement  Feedforward Neural Network  Fuzzy Local Information C-means Clustering  
Evolutionary Nonnegative Matrix Factorization Algorithms for Community Detection in Dynamic Networks 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 5, 页码: 1045-1058
作者:  Ma, Xiaoke;  Dong, Di
浏览  |  Adobe PDF(1182Kb)  |  收藏  |  浏览/下载：555/255  |  提交时间：2017/07/18
Dynamic Networks  Community Structure  Nonnegative Matrix Factorization  Evolutionary Clustering  
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：524/203  |  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：503/182  |  提交时间：2015/11/12
Liver Segmentation  Principal Component Analysis  Euclidean Distance Transformation  Deformable Graph Cut  
A Segmentation Algorithm for Quantitative Analysis of Heterogeneous Tumors of the Cervix With F-18-FDG PET/CT 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2015, 卷号: 62, 期号: 10, 页码: 2465-2479
作者:  Mu, Wei;  Chen, Zhe;  Shen, Wei;  Yang, Feng;  Liang, Ying;  Dai, Ruwei;  Wu, Ning;  Tian, Jie
Adobe PDF(1769Kb)  |  收藏  |  浏览/下载：440/138  |  提交时间：2015/11/04
Cervical Tumor Segmentation  Fuzzy-c-means (Fcm)  Improved Level Set Method  Positron-emission Tomography/computed Tomography (Pet/ct) Images  
Staging of cervical cancer based on tumor heterogeneity characterized by texture features on F-18-FDG PET images 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2015, 卷号: 60, 期号: 13, 页码: 5123-5139
作者:  Mu, Wei;  Chen, Zhe;  Liang, Ying;  Shen, Wei;  Yang, Feng;  Dai, Ruwei;  Wu, Ning;  Tian, Jie
Adobe PDF(561Kb)  |  收藏  |  浏览/下载：453/171  |  提交时间：2015/09/17
Cervical Cancer  Pet/ct Images  Tumor Segmentation  Texture Analysis  Cancer Staging  
An automatic tumor segmentation framework of cervical cancer in T2-weighted and diffusion weighted magnetic resonance images 会议论文
SPIE Medical Imaging, Florida, USA, 2013
作者:  Kao, Yueying;  Li, Wu;  Xue, Huadan;  Ren, Cui;  Tian, Jie;  Wu Li
浏览  |  Adobe PDF(972Kb)  |  收藏  |  浏览/下载：454/145  |  提交时间：2015/08/19
Cervical Cancer  Image Segmentation  Confederative Maximum a Posterior  Magnetic Resonance Image