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Symbolic features and classification via support vector machine for predicting death in patients with Chagas disease. |
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An approach to predict Sudden Cardiac Death (SCD) using time domain and bispectrum features from HRV signal. |
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Cardiovascular assessment of supportive doctor-patient communication using multi-scale and multi-lag analysis of heartbeat dynamics. |
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Determination of Optimal Heart Rate Variability Features Based on SVM-Recursive Feature Elimination for Cumulative Stress Monitoring Using ECG Sensor. |
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Time-domain heart rate variability-based computer-aided prognosis of lung cancer. |
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A unified non-linear approach based on recurrence quantification analysis and approximate entropy: application to the classification of heart rate variability of age-stratified subjects. |
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Heart Rate Variability Classification using Support Vector Machine and Genetic Algorithm. |
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Comparison of support vector machines based on particle swarm optimization and genetic algorithm in sleep staging. |
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Entropy analysis of heart rate variability and its application to recognize major depressive disorder: A pilot study. |
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Detection of major depressive disorder from linear and nonlinear heart rate variability features during mental task protocol. |
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New Computational Tool Based on Machine-learning Algorithms for the Identification of Rhinovirus Infection-Related Genes. |
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Detection of Atrial Fibrillation Episodes in Long-Term Heart Rhythm Signals Using a Support Vector Machine. |
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Prediction of Sudden Cardiac Death Risk with a Support Vector Machine Based on Heart Rate Variability and Heartprint Indices. |
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Sleep Apnea Classification Algorithm Development Using a Machine-Learning Framework and Bag-of-Features Derived from Electrocardiogram Spectrograms. |
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A Novel Clinical Method for Detecting Obstructive Sleep Apnea using of Nonlinear Mapping. |
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Interictal Heart Rate Variability as a Biomarker for Comorbid Depressive Disorders among People with Epilepsy. |
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Estimation of Heart Rate Variability Parameters by Machine Learning Approaches Applied to Facial Infrared Thermal Imaging. |
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Heart rate dynamics in the prediction of coronary artery disease and myocardial infarction using artificial neural network and support vector machine. |
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Effects of Ballistocardiogram Peak Detection Jitters on the Quality of Heart Rate Variability Features: A Simulation-Based Case Study in the Context of Sleep Staging. |
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