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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：555/222  |  提交时间：2018/01/08
Lung Nodule Segmentation  Convolutional Neural Networks  Deep Learning  Computer-aided Diagnosis  
CT-based radiomics signature for differentiating Borrmann type IV gastric cancer from primary gastric lymphoma 期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2017, 卷号: 91, 期号: 2017, 页码: 142-147
作者:  Ma, Zelan;  Fang, Mengjie;  Huang, Yanqi;  He, Lan;  Chen, Xin;  Liang, Cuishan;  Huang, Xiaomei;  Cheng, Zixuan;  Dong, Di;  Liang, Changhong;  Xie, Jiajun;  Tian, Jie;  Liu, Zaiyi
浏览  |  Adobe PDF(515Kb)  |  收藏  |  浏览/下载：589/230  |  提交时间：2017/09/12
Borrmann Type Iv Gastric Cancer  Primary Gastric Lymphoma  Computed Tomography  Radiomics Signature  SubjeCtive Ct Findings  
Feature Selection Based on Structured Sparsity: A Comprehensive Study 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1490-1507
作者:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
浏览  |  Adobe PDF(3835Kb)  |  收藏  |  浏览/下载：554/269  |  提交时间：2017/09/12
Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity  
Segmentation of liver cyst in ultrasound image based on adaptive threshold algorithm and particle swarm optimization 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 卷号: 76, 期号: 6, 页码: 8951-8968
作者:  Zhu, Haijiang;  Zhuang, Zhanhong;  Zhou, Jinglin;  Zhang, Fan;  Wang, Xuejing;  Wu, Yihong
浏览  |  Adobe PDF(4742Kb)  |  收藏  |  浏览/下载：389/114  |  提交时间：2017/07/18
Ultrasound Image  Wellner's Thresholding Algorithm  Particle Swarm Optimization  Segmentation Of Liver Cyst  
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls 期刊论文
NEUROIMAGE, 2017, 卷号: 145, 页码: 137-165
作者:  Arbabshirani, Mohammad R.;  Plis, Sergey;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(2676Kb)  |  收藏  |  浏览/下载：452/112  |  提交时间：2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
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
Adobe PDF(1358Kb)  |  收藏  |  浏览/下载：1289/598  |  提交时间：2016/10/21
Lung Nodule  Malignancy Suspiciousness  Convolutional Neural Network  Multi-crop Pooling