ECG-based biometric under different psychological stress states
Sign Up to like & getrecommendations! Published in 2021 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2021.106005
Abstract: BACKGROUND AND OBJECTIVE In recent years, people have been exploring methods for biometric identification through electrocardiogram (ECG) signals. Under the same psychological pressure state, biometric identification through ECG signals is a traditional verification method. However,… read more here.
Keywords: biometric different; different psychological; ecg based; based biometric ... See more keywords
Attention-based 3D CNN with residual connections for efficient ECG-based COVID-19 detection
Sign Up to like & getrecommendations! Published in 2022 at "Computers in Biology and Medicine"
DOI: 10.1016/j.compbiomed.2022.105335
Abstract: Background The world has been suffering from the COVID-19 pandemic since 2019. More than 5 million people have died. Pneumonia is caused by the COVID-19 virus, which can be diagnosed using chest X-ray and computed… read more here.
Keywords: ecg based; covid detection; based covid; residual connections ... See more keywords
A novel electrocardiogram-based model for prediction of dementia-The Atherosclerosis Risk in Communities (ARIC) study.
Sign Up to like & getrecommendations! Published in 2024 at "Journal of electrocardiology"
DOI: 10.1093/eurheartj/ehae666.2626
Abstract: AIM Create an ECG-based model to predict dementia and compare its performance with the existing Cardiovascular Risk Factors, Aging, and Dementia (CAIDE) model. METHODS AND RESULTS Participants without prevalent dementia in the Atherosclerosis Risk in… read more here.
Keywords: dementia; ecg based; based model; risk ... See more keywords
0293 Evaluation of a Single Point of Contact Chest-worn HSAT with ECG-based Atrial Fibrillation Detection
Sign Up to like & getrecommendations! Published in 2024 at "SLEEP"
DOI: 10.1093/sleep/zsae067.0293
Abstract: Obstructive sleep apnea (OSA) is highly prevalent, underdiagnosed, and often comorbid with cardiac arrhythmias such as atrial fibrillation (AF). Existing home sleep apnea tests (HSATs) remain complex, often requiring multiple points of contact, and do… read more here.
Keywords: worn hsat; ecg based; single point; chest worn ... See more keywords
0680 Clinical Validation of ECG-Based Obstructive Sleep Apnea Screening Using Machine Learning
Sign Up to like & getrecommendations! Published in 2025 at "SLEEP"
DOI: 10.1093/sleep/zsaf090.0680
Abstract: Obstructive sleep apnea (OSA) is an underdiagnosed sleep-related breathing disorder. It is strongly associated with cardiovascular disorders, suggesting a moderate-to-high incidence of co-occurrence among cardiovascular diseases and OSA in patients indicated for multi-night cardiac diagnostic… read more here.
Keywords: system; ecg based; obstructive sleep; sleep apnea ... See more keywords
ECG-Based Automated Emotion Recognition Using Temporal Convolution Neural Networks
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2024.3434479
Abstract: This study introduces a novel application of temporal convolutional neural networks (TCNNs) for automated emotion recognition (AER) using electrocardiogram (ECG) signals. By leveraging advanced deep learning (DL) techniques, our approach achieves the impressive classification accuracies… read more here.
Keywords: ecg based; automated emotion; emotion recognition; emotion ... See more keywords
An automated ECG-based deep learning for the early-stage identification and classification of cardiovascular disease
Sign Up to like & getrecommendations! Published in 2024 at "Technology and Health Care"
DOI: 10.3233/thc-240543
Abstract: BACKGROUND: Heart disease represents the leading cause of death globally. Timely diagnosis and treatment can prevent cardiovascular issues. An Electrocardiograms (ECG) serves as a diagnostic tool for identifying heart difficulties. Cardiovascular Disease (CVD) often gets… read more here.
Keywords: deep learning; disease; ecg based; early stage ... See more keywords
ECG-Based Techniques to Optimize Peripherally Inserted Central Catheters: Rationale for Tip Positioning and Practical Use
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Cardiovascular Medicine"
DOI: 10.3389/fcvm.2022.765935
Abstract: Intracavitary electrocardiography is an accurate guidance technique for peripherally inserted central catheters (PICC) tip location that is spreading widely among providers using non x-ray-based facilities. The principle behind this technology relies on the transmission of… read more here.
Keywords: ecg based; peripherally inserted; central catheters; techniques optimize ... See more keywords
Contrastive Self-Supervised Learning for Stress Detection from ECG Data
Sign Up to like & getrecommendations! Published in 2022 at "Bioengineering"
DOI: 10.3390/bioengineering9080374
Abstract: In recent literature, ECG-based stress assessment has become popular due to its proven correlation to stress and increased accessibility of ECG data through commodity hardware. However, most ECG-based stress assessment models use supervised learning, relying… read more here.
Keywords: ecg based; ecg; supervised learning; stress assessment ... See more keywords
ECG-Based Semi-Supervised Anomaly Detection for Early Detection and Monitoring of Epileptic Seizures
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph20065000
Abstract: Epilepsy is one of the most common brain diseases, characterized by frequent recurrent seizures or “ictal” states. A patient experiences uncontrollable muscular contractions, inducing loss of mobility and balance, which may result in injury or… read more here.
Keywords: ecg based; seizure; detection; anomaly detection ... See more keywords