3 papers
physics.med-ph2026
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…
eess.SP2026
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…
cs.LG2025
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…