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FNIRS Evidence for Distinguishing Patients with Major Depression and Healthy Controls 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2021, 卷号: 29, 页码: 2211-2221
Authors:  Chao, Jinlong;  Zheng, Shuzhen;  Wu, Hongtong;  Wang, Dixin;  Zhang, Xuan;  Peng, H(彭宏);  Hu, B(胡斌)
Favorite  |    Submit date:2021/12/14
Classification(ofinformation)  Correlationmethods  Diagnosis  Feedforwardneuralnetworks  Functionalneuroimaging  Infrareddevices  Jobanalysis  Multilayerneuralnetworks  Nearinfraredspectroscopy  Patientrehabilitation  Patienttreatment  Recurrentneuralnetworks  Activationpatterns  Biologicalneuralnetworks  Correlation  Depression  Featuresextraction  Featuresselection  Functionalnearinfraredspectroscopy  Functionalnear  infraredspectroscopy  Index  Majordepressivedisorder  Neural  networks  Simpleneuralnetwork  Simple++  Taskanalysis  Functional near-infrared spectroscopy (fNIRS)  major depressive disorder (MDD)  activation patterns  simple neural networks  feature selection  
Analysis of Functional Brain Network in MDD Based on Improved Empirical Mode Decomposition with Resting State EEG Data 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2021, 卷号: 29, 页码: 1546-1556
Authors:  Shao, Xuexiao;  Sun, Shuting;  Li, Jianxiu;  Kong, Wenwen;  Zhu, J(祝婧);  Li, XW(李小伟);  Hu, B(胡斌)
Favorite  |    Submit date:2021/12/14
Electroencephalography  Mixing  Signalprocessing  Brainfunctionnetworks  Brainfunctionalnetworks  Electroencephalogramsignals  EmpiricalModeDecomposition  Improvedempiricalmodedecompositions(EMD)  IntrinsicModefunctions  Majordepressivedisorder(MDD)  Timefrequencyanalysis  Functional connectivity  major depressive disorder  high-density  improved empirical mode decomposition  resting state EEG  
Brain Functional Networks Based on Resting-State EEG Data for Major Depressive Disorder Analysis and Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2021, 卷号: 29, 页码: 215-229
Authors:  Zhang, Bingtao;  Yan, Guanghui;  Yang, Zhifei;  Su, Yun;  Wang, Jinfeng;  Lei, Tao
Favorite  |    Submit date:2021/04/16
Electroencephalography  Synchronization  Depression  Functional magnetic resonance imaging  Feature extraction  Measurement  Electrodes  Major depressive disorder  electroencephalography  brain functional networks  phase lag index  abnormal topological architecture  Brain  Electrophysiology  Brainfunctionnetworks  Brainfunctionalnetworks  Classificationaccuracy  Classificationmethods  Clusteringcoefficient  Connectionmatrices  Majordepressivedisorder(MDD)  Nodebetweennesscentrality