ETRI-Knowledge Sharing Plaform

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