Matti
Kaisti
Assistant Professor, Health Technology
University Research Fellow, Health Technology
Docent, Department of Computing
PhD (honours), Adjunct Professor
Physiological monitoring using new sensory solutions and computational techniques
Links
Areas of expertise
sensors
wearables
machine learning
physiology
Biography
I am senior researcher with responsibilities as PI, supervisor and lecturer. Additionally I work part-time at University spin-off Precordior OY with leading role in algorithm development.
Teaching
I am currently responsible for teaching Programming and Analytics of Health Wearables, an advanced level engineering course.
Research
I develope 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
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))
Advances in non-invasive blood pressure measurement techniques (2023)
IEEE Reviews in Biomedical Engineering
(Vertaisarvioitu katsausartikkeli tieteellisessä aikakauslehdessä (A2))
Cardiac Time Intervals Derived from Electrocardiography and Seismocardiography in Different Patient Groups (2022)
Computing in Cardiology, Computing in Cardiology
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Two-stage Classification for Detecting Murmurs from Phonocardiograms Using Deep and Expert Features (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))
The Effects of External Pressure on Multi-Wavelength Photoplethysmography Signals (2021)
Computing in Cardiology, Computing in Cardiology
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Miniaturization of a Finger-Worn Blood Pressure Instrument (2021)
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))
Sleep during menopausal transition: a 10-year follow-up (vol 40, pg , 2021) (2021)
Sleep
(Muu (O2))
Control Method for Continuous Non-Invasive Arterial Pressure Monitoring using the Non-Pulsatile Component of the PPG Signal (2021)
Computing in Cardiology, Computing in Cardiology
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Detecting Aortic Stenosis Using Seismocardiography and Gryocardiography Combined with Convolutional Neural Networks (2021)
Computing in Cardiology, Computing in Cardiology
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))