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Automatic classifier based on heart rate variability to identify fallers among hypertensive subjects. |
Healthc Technol Lett |
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Minimum redundancy maximum relevance feature selection approach for temporal gene expression data. |
BMC Bioinformatics |
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Heart rate variability feature selection in the presence of sleep apnea: An expert system for the characterization and detection of the disorder. |
Comput Biol Med |
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Paroxysmal atrial fibrillation prediction based on HRV analysis and non-dominated sorting genetic algorithm III. |
Comput Methods Programs Biomed |
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Prediction of paroxysmal Atrial Fibrillation: A machine learning based approach using combined feature vector and mixture of expert classification on HRV signal. |
Comput Methods Programs Biomed |
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Detection of mental fatigue state with wearable ECG devices. |
Int J Med Inform |
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An optimal strategy for prediction of sudden cardiac death through a pioneering feature-selection approach from HRV signal. |
Comput Methods Programs Biomed |
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Entropy analysis of heart rate variability and its application to recognize major depressive disorder: A pilot study. |
Technol Health Care |
2019 |
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A neural network approach to classify carotid disorders from Heart Rate Variability analysis. |
Comput Biol Med |
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Detection of major depressive disorder from linear and nonlinear heart rate variability features during mental task protocol. |
Comput Biol Med |
2019 |
Byun S;Kim AY;Jang EH;Kim S;Choi KW;Yu HY;Jeon HJ |
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New Computational Tool Based on Machine-learning Algorithms for the Identification of Rhinovirus Infection-Related Genes. |
Comb Chem High Throughput Screen |
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Constructing an Emotion Estimation Model Based on EEG/HRV Indexes Using Feature Extraction and Feature Selection Algorithms. |
Sensors (Basel) |
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Suzuki K;Laohakangvalvit T;Matsubara R;Sugaya M |
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Preoperative Heart Rate Variability During Sleep Predicts Vagus Nerve Stimulation Outcome Better in Patients With Drug-Resistant Epilepsy. |
Front Neurol |
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Heart Rate Variability-Based Subjective Physical Fatigue Assessment. |
Sensors (Basel) |
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Using Minimum Redundancy Maximum Relevance Algorithm to Select Minimal Sets of Heart Rate Variability Parameters for Atrial Fibrillation Detection. |
J Clin Med |
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Global Stress Detection Framework Combining a Reduced Set of HRV Features and Random Forest Model. |
Sensors (Basel) |
2023 |
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Optimal feature selection for COVID-19 detection with CT images enabled by metaheuristic optimization and artificial intelligence. |
Multimed Tools Appl |
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