ETRI-Knowledge Sharing Plaform

Healthy Controls Major Depressive Disorder(MDD) Autonomic Nervous System(ANS) Follow-Up Study Input Data Depressive Symptoms Treatment Response Psychiatric Disorders Heart Rate Variability C-Reactive Protein(CRP) Machine Learning Approach Stress Response Brain-Derived Neurotrophic Factor(BDNF) Inflammatory Cytokines IL-6 Mental Stress Feature Selection(FS) SVM-RFE Electrodermal Activity Tumor Necrosis Factor Physiological Responses Negative Correlation Pre-Treatment Sandwich Enzyme-Linked Immunosorbent Assay(ELISA) Recursive Feature Elimination Depressive Disorders Three Phase Approximate Entropy Multiple Physiological Signals Mental Disorders Smartphone-Based Skin Patch Segmentation Method Power Spectral Density(PSD) Need For Text-Dependent Convolution Neural Network(CNN) Multilayer Perceptron Mental Illness Predictive Biomarkers Physiological Features Neural Network Approach Objective Assessment Response To Treatment Automatic Detection Cardiovascular Regulation Data Sets Electronic Devices Experimental Protocol Hrv Features K-Nearest Neighbors(KNN) Limited Information Linear And Nonlinear Multimodal Physiological Signals Statistical Filter Positive Predictive Value(PPV) Neuronal Plasticity Blood Tests Korean Language Linear Regression Analysis Long Term Monitoring Multivariate Analysis Machine Learning Models Physiological Measurement Objective Identification Read Speech Acoustic Characteristics Artificial Intelligence System Decision Tree Classifier Ecg Features Entropy Analysis Fuzzy Entropy Hrv Parameters Linear Discriminant Analysis(LDA) Large-Scale Mechanism Of Action Serum Cytokines Support Vector Machine Classifier Objective Measure Recovery Phase Acoustic Properties Best Performance Deep Convolutional Neural Networks Depression Recognition Logistic Regression(LR) Mental Arithmetic Tasks(MAT) Monitoring Changes Mental Health Treatment Speech Signals Statistical Test Small Sample Size Proposed Model Research Topics Random Forest (Rf) Automated Detection Acoustic Features Current Method Cross Validation(CV) Discrimination Power Learning-Based Skin Conductance Level Stress Recovery Text-Based Recognition Performance Automatic Diagnosis Automatic Identification Autonomic Activity Classification Performance Confounding Factors Cnn Model Depression Detection Differential Diagnosis Entropy Features Hrv Analysis IL-10 Log-Transformed Longitudinal Studies Main Effect Mental Task Sample Entropy Shannon Entropy Pilot Study Self-Improving