Ismail Elnaggar
M.Sc. (Tech)
ismail.m.elnaggar@utu.fi ORCID identifier: https://orcid.org/0000-0002-2230-983X |
Biomedical Engineering; Health Technology; Medical Data Analytics; Bio-signal Processing;
B.S. in Electrical and Computer Engineering from The Ohio State University.
M.Sc. (Tech) in Medical Analytics and Health IoT from the University of Turku.
Currently working as a project researcher and PhD student at the Digital Health Technology Group located at the University of Turku.
My research centers on non-invasive wearable heart disease monitoring and detection systems. The focus of my work consists of investigating seismocardiography (SCG), gyrocardiography (GCG), and ballistocardiography (BCG) to better understand how these bio signals can be used in future technologies that may aid clinicians in detecting and monitoring different kinds of heart disease.
Teaching Assistant for:
DTEK0042 Acquistion and Analysis of Biosginals
DTEK0086 Biosignal Analytics
- Cardiac Time Intervals Derived from Electrocardiography and Seismocardiography in Different Patient Groups (2022)
- Computing in Cardiology
(Refereed article in conference proceedings (A4)) - Multichannel Bed Based Ballistocardiography Heart Rate Estimation Using Continuous Wavelet Transforms and Autocorrelation (2022)
- Computing in Cardiology
(Refereed article in conference proceedings (A4)) - Detecting Aortic Stenosis Using Seismocardiography and Gryocardiography Combined with Convolutional Neural Networks (2021)
- Computing in Cardiology
(Refereed article in conference proceedings (A4))