Machine learning-based detection of cardiovascular disease using ECG signals: performance vs. complexity Mar 10, 2023 Heart Rate Variability
— Unverified 0Sleep Quality Prediction from Wearables using Convolution Neural Networks and Ensemble Learning Mar 8, 2023 Activity Recognition Ensemble Learning
— Unverified 0A Feature Selection Method for Driver Stress Detection Using Heart Rate Variability and Breathing Rate Feb 3, 2023 feature selection Heart Rate Variability
— Unverified 0Greedy-optimized Approach for Interbeat Interval and Heart Rate Variability Daily Monitoring using Wearable PPG Jan 7, 2023 Heart Rate Variability Photoplethysmography (PPG)
— Unverified 0Temporal Variation Measure Analysis: An Improved Second-Order Difference Plot Dec 16, 2022 Descriptive Heart Rate Variability
— Unverified 0CardiacGen: A Hierarchical Deep Generative Model for Cardiac Signals Nov 15, 2022 Data Augmentation Deep Learning
Code Code Available 0On the Generalizability of ECG-based Stress Detection Models Oct 12, 2022 Deep Learning Heart Rate Variability
— Unverified 0Real-Time Monitoring of User Stress, Heart Rate and Heart Rate Variability on Mobile Devices Oct 4, 2022 Heart rate estimation Heart Rate Variability
— Unverified 0Minute ventilation measurement using Plethysmographic Imaging and lighting parameters Aug 29, 2022 Heart Rate Variability
— Unverified 0Atrial Fibrillation Recurrence Risk Prediction from 12-lead ECG Recorded Pre- and Post-Ablation Procedure Aug 22, 2022 Heart Rate Variability Management
— Unverified 0A Web Application for Experimenting and Validating Remote Measurement of Vital Signs Aug 21, 2022 Heart Rate Variability
— Unverified 0Bias Reducing Multitask Learning on Mental Health Prediction Aug 7, 2022 Fairness Feature Importance
— Unverified 0Statistical model for describing heart rate variability in normal rhythm and atrial fibrillation Jul 17, 2022 Heart Rate Variability Rhythm
— Unverified 0FastBVP-Net: a lightweight pulse extraction network for measuring heart rhythm via facial videos Jun 25, 2022 Heart rate estimation Heart Rate Variability
— Unverified 0ReViSe: Remote Vital Signs Measurement Using Smartphone Camera Jun 13, 2022 Heart Rate Variability
— Unverified 0Depression Recognition using Remote Photoplethysmography from Facial Videos Jun 9, 2022 Heart Rate Variability
— Unverified 0Improved Cardiac Arrhythmia Prediction Based on Heart Rate Variability Analysis Jun 7, 2022 Arrhythmia Detection Heart Rate Variability
— Unverified 0PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task Regression Mar 19, 2022 counterfactual Heart Rate Variability
Code Code Available 0Analysing the Performance of Stress Detection Models on Consumer-Grade Wearable Devices Mar 18, 2022 Heart Rate Variability
— Unverified 0Exploratory Hidden Markov Factor Models for Longitudinal Mobile Health Data: Application to Adverse Posttraumatic Neuropsychiatric Sequelae Feb 25, 2022 Heart Rate Variability Model Selection
— Unverified 0Koopman Spectral Analysis of Intermittent Dynamics in Complex Systems: A Case Study in Pathophysiological Processes of Obstructive Sleep Apnea Feb 24, 2022 Attribute Heart Rate Variability
— Unverified 0Human Stress Assessment: A Comprehensive Review of Methods Using Wearable Sensors and Non-wearable Techniques Feb 7, 2022 Heart Rate Variability Mental Stress Detection
— Unverified 0Using Ballistocardiography for Sleep Stage Classification Feb 2, 2022 Classification Heart Rate Variability
— Unverified 0V2iFi: in-Vehicle Vital Sign Monitoring via Compact RF Sensing Oct 28, 2021 Heart Rate Variability
— Unverified 0When heart beats differently in depression: a review of HRV measures Oct 16, 2021 Heart Rate Variability Management
— Unverified 0Non-contact Atrial Fibrillation Detection from Face Videos by Learning Systolic Peaks Oct 14, 2021 Atrial Fibrillation Detection Electrocardiography (ECG)
— Unverified 0Personalized Federated Learning with Clustering: Non-IID Heart Rate Variability Data Application Aug 4, 2021 Clustering Federated Learning
— Unverified 0Personalized Stress Monitoring using Wearable Sensors in Everyday Settings Jul 31, 2021 Heart Rate Variability Photoplethysmography (PPG)
— Unverified 0Inter-Beat Interval Estimation with Tiramisu Model: A Novel Approach with Reduced Error Jul 1, 2021 Denoising Heart Rate Variability
Code Code Available 0An Accurate Non-accelerometer-based PPG Motion Artifact Removal Technique using CycleGAN Jun 22, 2021 Generative Adversarial Network Heart Rate Variability
— Unverified 0Dual-GAN: Joint BVP and Noise Modeling for Remote Physiological Measurement Jun 19, 2021 Disentanglement Emotion Recognition
— Unverified 0Information Theoretic Evaluation of Privacy-Leakage, Interpretability, and Transferability for Trustworthy AI Jun 6, 2021 Heart Rate Variability Privacy Preserving
— Unverified 0The role of the vagus nerve during fetal development and its relationship with the environment Jun 3, 2021 Heart Rate Variability Management
— Unverified 0A Machine Learning model of the combination of normalized SD1 and SD2 indexes from 24h-Heart Rate Variability as a predictor of myocardial infarction Feb 18, 2021 BIG-bench Machine Learning Heart Rate Variability
— Unverified 0DigitalExposome: Quantifying the Urban Environment Influence on Wellbeing based on Real-Time Multi-Sensor Fusion and Deep Belief Network Jan 29, 2021 Heart Rate Variability Sensor Fusion
— Unverified 0Real-time Webcam Heart-Rate and Variability Estimation with Clean Ground Truth for Evaluation Dec 31, 2020 Benchmarking Heart Rate Variability
— Unverified 0Novel Classification of Ischemic Heart Disease Using Artificial Neural Network Nov 19, 2020 Classification General Classification
— Unverified 0Identification of Ischemic Heart Disease by using machine learning technique based on parameters measuring Heart Rate Variability Oct 29, 2020 Heart Rate Variability
— Unverified 0Multilabel 12-Lead Electrocardiogram Classification Using Gradient Boosting Tree Ensemble Oct 21, 2020 Classification Feature Importance
— Unverified 0Amark: Automated Marking and Processing Techniques for Ambulatory ECG Data May 28, 2020 Heart Rate Variability
— Unverified 0Emotion Recognition Using Convolutional Neural Network with Selected Statistical Photoplethysmogram Features May 19, 2020 Emotion Recognition Heart Rate Variability
— Unverified 0Heart Rate Variability as a Predictive Biomarker of Thermal Comfort May 16, 2020 Heart Rate Variability
— Unverified 0Mathematical and Preclinical Investigation of Respiratory Sinus Arrhythmia Effects on Cardiac Output Apr 23, 2020 Heart Rate Variability
— Unverified 0Multimodal pathophysiological dataset of gradual cerebral ischemia in a cohort of juvenile pigs Feb 21, 2020 EEG Electroencephalogram (EEG)
— Unverified 0Heart Rate Variability as an Indicator of Thermal Comfort State Feb 18, 2020 Heart Rate Variability
— Unverified 0The neonatal sepsis is diminished by cervical vagus nerve stimulation and tracked non-invasively by ECG: a preliminary report in the piglet model Feb 10, 2020 Heart Rate Variability
— Unverified 0Heart rate variability code: Does it exist and can we hack it? Jan 22, 2020 Heart Rate Variability
— Unverified 0A simple method for detecting chaos in nature Jan 10, 2020 Heart Rate Variability
— Unverified 0DeepBeat: A multi-task deep learning approach to assess signal quality and arrhythmia detection in wearable devices Jan 1, 2020 Arrhythmia Detection Denoising
— Unverified 0Analysis of Cardiovascular Changes Caused by Epileptic Seizures in Human Photoplethysmogram Signal Dec 11, 2019 EEG Electroencephalogram (EEG)
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