Jonas
Sandelin
projektitutkija, terveysteknologia
väitöskirjatutkija, tietotekniikan laitos
MSc
Digital Health Technology Group
Ota yhteyttä
Linkit
Asiantuntijuusalueet
Health Technology
Data Analytics
Signal Processing
Machine Learning
Biografia
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.
Tutkimus
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.
Julkaisut
Assessing the impact of signal quality on heart rate detection from long-term clinical wrist PPG under varying cardiac rhythms (2026)
Biomedical Signal Processing and Control
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Bed sensor ballistocardiogram for non-invasive detection of atrial fibrillation: a comprehensive clinical study (2025)
Physiological Measurement
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Continuous Radar-based Heart Rate Monitoring using Autocorrelation-based Algorithm in Intensive Care Unit (2025)
IEEE Journal of Biomedical and Health Informatics
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Lightweight ResNet-Based Deep Learning for Photoplethysmography Signal Quality Assessment (2025)
Annual International Conference of the IEEE Engineering in Medicine and Biology Society
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
Cross-Dataset Validation of a Sensor Agnostic Seismocardiography Peak Detection Method (2025)
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)Generating Synthetic Mechanocardiograms for Machine Learning-Based Peak Detection (2024)
IEEE Sensors Letters
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Generating Synthetic Mechanocardiograms for Machine Learning Based Peak Detection (2024)
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )Identification of Myocardial Infarction by High Frequency Serial ECG Measurement (2022)
Computing in Cardiology, Computing in Cardiology
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Multichannel Bed Based Ballistocardiography Heart Rate Estimation Using Continuous Wavelet Transforms and Autocorrelation (2022)
Computing in Cardiology, Computing in Cardiology
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Detecting Atrial Fibrillation With a Wearable Device (2022)
Computing in Cardiology, Computing in Cardiology
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)