ETRI-Knowledge Sharing Plaform

Major Depressive Disorder(MDD) Healthy Controls Autonomic Nervous System(ANS) Follow-Up Study Input Data Treatment Response Machine Learning Approach Heart Rate Variability Depressive Symptoms Psychiatric Disorders C-Reactive Protein(CRP) Pre-Treatment Physiological Responses Electrodermal Activity Self-Improving Inflammatory Cytokines Depressive Disorders Artificial Intelligence System SVM-RFE Il-6 Sandwich Enzyme-Linked Immunosorbent Assay(ELISA) Feature Selection Recursive Feature Elimination Tumor Necrosis Factor Negative Correlation Brain-Derived Neurotrophic Factor Mental Stress Stress Response Ecg Features Mental Tasks Mental Arithmetic Tasks(MAT) Acoustic Features Text-Dependent Experimental Protocol Statistical Filter Fuzzy Entropy(FuzzyEn) Hrv Analysis Objective Assessment Learning-Based Recognition Performance Logistic Regression Hrv Parameters Multiple Physiological Signals Neural Network Approach Serum Cytokines Approximate Entropy Limited Information Smartphone-Based Multivariate Analysis Predictive Biomarkers Read Speech Mental Health Treatment Monitoring Changes Physiological Measurement 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 Long Term Monitoring Linear Regression Analysis Longitudinal Study Text-Based Skin Conductance Level Current Method Multimodal Physiological Signals Main Effect 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 Linear And Nonlinear Objective Identification Skin Patch Mechanism Of Action Automated Detection Discrimination Power Acoustic Properties Research Topics Shannon Entropy Neuronal Plasticity Pilot Study Statistical Test Acoustic Characteristics Blood Tests Three Phase Small Sample Size Speech Signals Multilayer Perceptron Machine Learning Models 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 Proposed Model Automatic Identification Depression Recognition Stress Recovery