Biomedical Signals

Hyper-parameter optimization of convolutional neural networks for classifying COVID-19 X-ray images
For more than a year the COVID-19 epidemic is threatening people all over the world. Numerous researchers are looking for all possible …
Grega Vrbančič, Špela Pečnik, Vili Podgorelec
PDF Cite DOI
Automatic Detection of Heartbeats in Heart Sound Signals Using Deep Convolutional Neural Networks
The analysis of non-stationary signals commonly includes the signal segmentation process, dividing such signals into smaller time …
Grega Vrbančič, Iztok Jr. Fister, Vili Podgorelec
PDF Cite DOI
Automatic Classification of Motor Impairment Neural Disorders from EEG Signals Using Deep Convolutional Neural Networks
The analysis of biomedical signals, such as the EEGs for measuring brain activity, provides means for the diagnosis of various …
Grega Vrbančič, Vili Podgorelec
PDF Cite DOI