Jonas Sandelin
MSc
jojusan@utu.fi |
Areas of expertise
Health Technology; Data Analytics; Signal Processing; Machine Learning
Health Technology; Data Analytics; Signal Processing; Machine Learning
Research community or research topic
Digital Health Technology Group
Digital Health Technology Group
Biography
I received my M.Sc. degree in health technology from University of Turku in 2022. In 2021 I started working at University of Turku as an intern and currently working as Project researcher.
Research
My research includes working on non-invasive heart disease monitoring and detecting systems. With signal processing, data analytics and machine learning, the aim is to find and develop new systems to detect cardiac diseases.
Publications
- Bed sensor ballistocardiogram for non-invasive detection of atrial fibrillation: a comprehensive clinical study (2025)
- Physiological Measurement
(A1 Refereed original research article in a scientific journal) - Continuous Radar-based Heart Rate Monitoring using Autocorrelation-based Algorithm in Intensive Care Unit (2025)
- IEEE Journal of Biomedical and Health Informatics
(A1 Refereed original research article in a scientific journal) - Generating Synthetic Mechanocardiograms for Machine Learning Based Peak Detection (2024)
- IEEE Sensors Letters
(A1 Refereed original research article in a scientific journal) - Detecting Atrial Fibrillation With a Wearable Device (2022)
- Computing in Cardiology
(A4 Refereed article in a conference publication ) - Identification of Myocardial Infarction by High Frequency Serial ECG Measurement (2022)
- Computing in Cardiology
(A4 Refereed article in a conference publication ) - Multichannel Bed Based Ballistocardiography Heart Rate Estimation Using Continuous Wavelet Transforms and Autocorrelation (2022)
- Computing in Cardiology
(A4 Refereed article in a conference publication )
UTU Research Portal