ETRI-Knowledge Sharing Plaform

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