11 papers
Analysis of Autonomic Regulation in Cancer Survivors During Daily Physical Activity: A Real-World Wearable ECG Study
Sajad Farrokhi, Lerick Sequeira, Shanna L. Burke +2
This study investigates heart rate (HR) and heart rate variability (HRV) responses to physical activity in breast cancer survivors using wearable electrocardiogram (ECG) data colle…
A lightweight Outlier Detection for Characterizing Radio- and Environment-Specific Link Quality Fluctuation in Low-Power Wireless Networks
Zegeye Mekasha Kidane, Waltenegus Dargie
The performance of low-power wireless sensing networks can be influenced by both external environmental factors and internal imperfections which often arise due to manufacturing to…
Statistical Analysis of the Reliability of Data Collected with Wireless Electrocardiograms Outside Clinical Settings
Yalemzerf Getnet, Waltenegus Dargie
Cost-effective wireless electrocardiograms (ECGs) enable long-term and scalable monitoring of cardiac patients in their home and work environments. Because they offer greater freed…
Shift-Invariant Feature Attribution in the Application of Wireless Electrocardiograms
Yalemzerf Getnet, Abiy Tasissa, Waltenegus Dargie
Assigning relevance scores to the input features of a machine learning model enables to measure the contributions of the features in achieving a correct outcome. It is regarded as…
Human Activity Recognition Based on Electrocardiogram Data Only
Sina Montazeri, Waltenegus Dargie, Yunhe Feng +1
Human activity recognition is critical for applications such as early intervention and health analytics. Traditional activity recognition relies on inertial measurement units (IMUs…
Detection of Intelligent Tampering in Wireless Electrocardiogram Signals Using Hybrid Machine Learning
Siddhant Deshpande, Yalemzerf Getnet, Waltenegus Dargie
With the proliferation of wireless electrocardiogram (ECG) systems for health monitoring and authentication, protecting signal integrity against tampering is becoming increasingly…