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Automated diagnosis of coronary artery diseased patients by heart rate variability analysis using linear and non-linear methods. |
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Investigation of the relationship between anxiety and heart rate variability in fibromyalgia: A new quantitative approach to evaluate anxiety level in fibromyalgia syndrome. |
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HRV-derived data similarity and distribution index based on ensemble neural network for measuring depth of anaesthesia. |
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Time-domain heart rate variability-based computer-aided prognosis of lung cancer. |
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The Effect of Single-Dose Massage Session on Autonomic Activity, Mood, and Affective Responses in Major Depressive Disorder. |
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Is It Possible to Determine the Level of Spiritual Well-Being by Measuring Heart Rate Variability During the Reading of Heavenly Books? |
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A neural network approach to classify carotid disorders from Heart Rate Variability analysis. |
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The Design of CNN Architectures for Optimal Six Basic Emotion Classification Using Multiple Physiological Signals. |
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Automatic sleep staging using heart rate variability, body movements, and recurrent neural networks in a sleep disordered population. |
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Wearable sensor-based evaluation of psychosocial stress in patients with metabolic syndrome. |
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Artificial Neural Network for Atrial Fibrillation Identification in Portable Devices. |
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Parsing inter- and intra-individual variability in key nervous system mechanisms of stress responsivity and across functional domains. |
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Detection of subjects with ischemic heart disease by using machine learning technique based on heart rate total variability parameters. |
Physiol Meas |
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Deep Neural Network Sleep Scoring Using Combined Motion and Heart Rate Variability Data. |
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Training Feedforward Neural Network Using Enhanced Black Hole Algorithm: A Case Study on COVID-19 Related ACE2 Gene Expression Classification. |
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Heart rate variability-derived features based on deep neural network for distinguishing different anaesthesia states. |
BMC Anesthesiol |
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SDNN24 Estimation from Semi-Continuous HR Measures. |
Sensors (Basel) |
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Efficient syncope prediction from resting state clinical data using wavelet bispectrum and multilayer perceptron neural network. |
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AFibNet: an implementation of atrial fibrillation detection with convolutional neural network. |
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Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea. |
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TP-CNN: A Detection Method for atrial fibrillation based on transposed projection signals with compressed sensed ECG. |
Comput Methods Programs Biomed |
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A deep bidirectional recurrent neural network for identification of SARS-CoV-2 from viral genome sequences. |
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2021 |
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Multiparametric Investigation of Dynamics in Fetal Heart Rate Signals. |
Bioengineering (Basel) |
2021 |
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Efficient Spatiotemporal Attention Network for Remote Heart Rate Variability Analysis. |
Sensors (Basel) |
2022 |
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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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2022 |
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Sleep staging in the ICU with heart rate variability and breathing signals. An exploratory cross-sectional study using deep neural networks. |
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Novel AI-based HRV analysis (NAIHA) in healthcare automation and related applications. |
J Electrocardiol |
2023 |
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Optimal feature selection for COVID-19 detection with CT images enabled by metaheuristic optimization and artificial intelligence. |
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2023 |
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Prediction and detection of virtual reality induced cybersickness: a spiking neural network approach using spatiotemporal EEG brain data and heart rate variability. |
Brain Inform |
2023 |
Yang AHX;Kasabov NK;Cakmak YO |
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Autonomous detection of myocarditis based on the fusion of improved quantum genetic algorithm and adaptive differential evolution optimization back propagation neural network. |
Health Inf Sci Syst |
2023 |
Wu L;Guo S;Han L;Song X;Zhao Z;Cekderi AB |
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Accurate Prediction of Sudden Cardiac Death Based on Heart Rate Variability Analysis Using Convolutional Neural Network. |
Medicina (Kaunas) |
2023 |
Panjaitan F;Nurmaini S;Partan RU |
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