静息态功能脑网络分析与建模关键技术研究及应用

61672374
2016
F0605.模式识别与数据挖掘
陈俊杰
面上项目
教授
太原理工大学
64万元
脑网络建模;功能磁共振成像;复杂网络;链路预测;机器学习
2017-01-01到2020-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Optimization of Surveillance Image Recognition of Civil Aviation Airport 期刊论文 Gao Yanfei;Chen Junjie;Zhang Ning
2 Altered Directed Functional Connectivity of the Hippocampus in Mild Cognitive Impairment and Alzheimer's Disease: A Resting-State fMRI Study 期刊论文 Xue Jiayue;Guo Hao;Gao Yuan;Wang Xin;Cui Huifang;Chen Zeci;Wang Bin;Xiang Jie
3 基于工控系统功能码特征的同源攻击分析 期刊论文 王建华;陈永乐;张壮壮;连晓伟;陈俊杰
4 fMRI classification method with multiple feature fusion based on minimum spanning tree analysis 期刊论文 Guo Hao;Yan Pengpeng;Cheng Chen;Li Yao;Chen Junjie;Xu Yong;Xiang Jie
5 基于LabVIEW的光伏发电系统MPPT算法研究 期刊论文 张军朝;赵阳;陈俊杰;王青文;陶亚男
6 An Outlier Fuzzy Detection Method Using Fuzzy Set Theory 期刊论文 Jin Lizhong;Chen Junjie;Zhang Xiaobo
7 基于高阶最小生成树脑网络的多特征融合分类方法 期刊论文 秦梦娜;陈俊杰;郭浩
8 Hypernetwork Construction and Feature Fusion Analysis Based on Sparse Group Lasso Method on Functional fMRI Dataset 期刊论文 Li Yao;Sun Chao;Li Pengzu;Zhao Yunpeng;Mensah Godfred Kim;Xu Yong;Guo Hao;Chen Junjie
9 利用问题求解理论来研究交互式复杂信息的可视分析行为 期刊论文 张慧军;陈俊杰;张小龙
10 决策可靠性分析及在SAR图像目标识别中的应用 期刊论文 靳黎忠;陈俊杰;彭新光
11 Integrating the Local Property and Topological Structure in the Minimum Spanning Tree Brain Functional Network for Classification of Early Mild Cognitive Impairmen 期刊论文 Cui Xiaohong;Xiang Jie;Wang Bin;Xiao Jihai;Niu Yan;Chen Junjie
12 Alterations of local functional connectivity in lifespan: A resting-state fMRI study 期刊论文 Wen Xin;He Hui;Dong Li;Chen Junjie;Yang Jie;Guo Hao;Luo Cheng;Yao Dezhong
13 基于最小生成树的多特征融合的脑网络分类研究 期刊论文 闫朋朋;郭浩;陈俊杰
14 基于超网络判别子图的阿尔兹海默症分类 期刊论文 郭浩;张帆;陈俊杰
15 Hemispheric Asymmetry of Functional Brain Networks under Different Emotions Using EEG Data 期刊论文 Rui Cao;Huiyu Shi;Xin Wang;Shoujun Huo;Yan Hao;Bin Wang;Hao Guo;Jie Xiang
16 Multimodal connectivity-based parcellation reveals a shell-core dichotomy of the human nucleus accumbens 期刊论文 Xiaoluan Xia;Lingzhong Fan;Chen Cheng;Simon B.Eickhoff;Junjie Chen;Haifang Li;Tianzi Jiang
17 基于sparse group Lasso方法的脑功能超网络构建与特征融合分析 期刊论文 李瑶;赵云芃;李欣芸;刘志芬;陈俊杰;郭浩
18 阿尔茨海默病患者默认网络社团结构的分析 期刊论文 崔晓红;肖继海;相洁;陈俊杰
19 基于高阶最小生成树的脑网络分析及对阿兹海默氏症患者的分类 期刊论文 郭浩;刘磊;陈俊杰
20 Machine-Learning Classifier for Patients with Major Depressive Disorder: Multifeature Approach Based on a High-Order Minimum Spanning Tree Functional Brain Network 期刊论文 Hao Guo;Mengna Qin;Junjie Chen;Yong Xu;Jie Xiang
21 EEG Functional Connectivity Underlying Emotional Valance and Arousal Using Minimum Spanning Trees 期刊论文 Cao Rui;Hao Yan;Wang Xin;Gao Yuan;Shi Huiyu;Huo Shoujun;Wang Bin;Guo Hao;Xiang Jie
22 Synthetic aperture radar target classification via joint sparse representation of multi-level dominant scattering images 期刊论文 Jin Lizhong;Chen Junjie;Peng Xinguang
23 Classification of Alzheimer’s Disease,Mild Cognitive Impairment, andNormal Controls With SubnetworkSelection and Graph Kernel Principal Component Analysis Based on Minimum Spanning Tree Brain Functional Network 期刊论文 Cui Xiaohong;Xiang Jie;Guo Hao;Yin Guimei;Zhang Huijun;Lan Fangpeng;Chen Junjie;Yin Guimei;Zhang Huijun;Chen JJ
24 Clustering of brain function Network based on attribute and structural Information and its Application in brain Diseases 期刊论文 Cui Xiaohong;Xiao Jihai;Guo Hao;Wang Bin;Li Dandan;Niu Yan;Xiang Jie;Chen Junjie
25 面向脑网络的图挖掘及特征选择方法 期刊论文 孙欢欢;郭浩;陈俊杰
26 Alzheimer Classification Using a Minimum Spanning Tree of High-Order Functional Network on fMRI Dataset 期刊论文 Guo Hao;Liu Lei;Chen Junjie;Xu Yong;Jie Xiang
27 基于脑功能超网络的多特征融合分类方法 期刊论文 张帆;陈俊杰;郭浩
28 功能脑网络规模对特征选择及分类的影响研究 期刊论文 刘鸿丽;秦小麟;曹锐;陈俊杰;刘峰;郭浩
29 Resting-State Brain Functional Hyper-Network Construction Based on Elastic Net and Group Lasso Methods 期刊论文 Guo Hao;Li Yao;Xu Yong;Jin Yanyi;Xiang Jie;Chen Junjie
30 基于高序最小生成树的磁共振成像分类方法 期刊论文 刘磊;陈俊杰;郭浩
31 Resting-State Functional Network Scale Effects and Statistical Significance-Based Feature Selection in Machine Learning Classification 期刊论文 Hao Guo;Yao Li;Godfred Kim Mensah;Yong Xu;Junjie Chen;Jie Xiang;Dongwei Chen
32 Rostro-caudal organization of the human posterior superior temporal sulcus revealed by connectivity profiles 期刊论文 Chen Cheng;Lingzhong Fan;Xiaoluan Xia;Simon B.Eickhoff;Hai Li;Haifang Li;Junjie Chen;Tianzi Jiang
33 基于最小生成树的多模态磁共振影像数据分类方法 专利 郭浩;郭涛;曹锐;相洁;李海芳;陈俊杰
34 静息态功能脑网络核心节点评价方法及其 在抑郁症分类上的应用 期刊论文 崔晓红;肖继海;郭浩;兰方鹏;陈俊杰
35 多协议交叉的HMM协议异常检测算法 期刊论文 吴楚田;陈永乐;陈俊杰
36 CL-PMI: A Precursor MicroRNA Identification Method Based on Convolutional and Long Short-Term Memory Networks 期刊论文 Wang Huiqing;Ma Yue;Dong Chunlin;Li Chun;Wang Jingjing;Liu Dan
37 Abnormal Anatomical Rich-Club Organization and Structural-Functional Coupling in Mild Cognitive Impairment and Alzheimer's Disease 期刊论文 Cao Rui;Wang Xin;Gao Yuan;Li Ting;Zhang Hui;Hussain Waqar;Xie Yunyan;Wang Jing;Wang Bin;Xiang Jie
38 Machine Learning Classification Combining Multiple Features of A Hyper-Network of fMRI Data in Alzheimer's Disease 期刊论文 Guo Hao;Zhang Fan;Chen Junjie;Xu Yong;Xiang Jie
39 Integrating the Local Property and Topological Structure in the Minimum Spanning Tree Brain Functional Network for Classification of Early Mild Cognitive Impairment 期刊论文 Cui Xiaohong;Xiang Jie;Wang Bin;Xiao Jihai;Niu Yan;Chen Junjie
40 基于多层次模板的脑功能网络特征选择及分类 期刊论文 吴浩;王昕璨;李欣芸;刘志芬;陈俊杰;郭浩
41 Comparing the Human and Macaque Acb Shell-Core Architecture by Connectivity Profiles 会议论文 Xiaoluan Xia;Lingzhong Fan;Chen Cheng;Chuyang Ye;Long Cao;Luqi Cheng;Junjie Chen;Haifang Li;Tianzi Jiang
42 基于elastic net方法的静息态脑功能超网络构建优化 期刊论文 靳研艺;郭浩;陈俊杰
43 基于独立成分的加权高阶脑网络的分类方法 期刊论文 杨艳丽;李瑶;谷金晔;李欣芸;陈俊杰
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