ETRI-Knowledge Sharing Plaform

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