Matti
Kaisti
Assistant Professor, Health Technology
Assistant Professor
medical instrumentation, physiological monitoring, biosignal analytics, clinical machine learning
Links
Areas of expertise
sensors
wearables
machine learning
physiology
Teaching
I am currently responsible for teaching Programming and Analytics of Health Wearables, an advanced level engineering course.
Research
I develop new monitoring solutions for disease prevention and management using new sensory solutions and computational techniques. The research aims for clinically validated solutions and combines technologies at the different maturity levels.
Publications
Development and clinical validation of a miniaturized finger probe for bedside hemodynamic monitoring (2023)
iScience
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Domain randomization using synthetic electrocardiograms for training neural networks (2023)
Artificial Intelligence in Medicine
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Continuous Blood Pressure Monitoring Using Nonpulsatile Photoplethysmographic Components for Low-Frequency Vascular Unloading (2023)
IEEE Transactions on Instrumentation and Measurement
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Enhancing the Reliability of Wearable Cardiac Monitoring using Accelerometer Activity Data (2023)
International Conference on Body Sensor Networks (BSN), Body Sensor Networks Conference
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Advances in non-invasive blood pressure measurement techniques (2023)
IEEE Reviews in Biomedical Engineering
(Vertaisarvioitu katsausartikkeli tieteellisessä aikakauslehdessä (A2))
Tonometric Multi-Wavelength Photoplethysmography for Studying the Cutaneous Microvasculature of the Fingertip (2023)
IEEE Transactions on Instrumentation and Measurement
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Method for measuring jugular venous pulse with a miniature gyroscope sensor patch (2023)
Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Annual International Conference of the IEEE Engineering in Medicine and Biology Society
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Two-stage Classification for Detecting Murmurs from Phonocardiograms Using Deep and Expert Features (2022)
Computing in Cardiology, Computing in Cardiology
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
Multichannel Bed Based Ballistocardiography Heart Rate Estimation Using Continuous Wavelet Transforms and Autocorrelation (2022)
Computing in Cardiology, Computing in Cardiology
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Cardiac Time Intervals Derived from Electrocardiography and Seismocardiography in Different Patient Groups (2022)
Computing in Cardiology, Computing in Cardiology
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)