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
Non-Invasive Hemodynamic Monitoring System Integrating Spectrometry, Photoplethysmography, and Arterial Pressure Measurement Capabilities (2024)
Advanced Science
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Wearable edge machine learning with synthetic photoplethysmograms (2024)
Expert Systems with Applications
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Evaluating Piezoelectric Ballistocardiography for Post-Surgical Heart Rate Monitoring (2024)
Computing in cardiology conference, Computing in Cardiology
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
Investigating the impact of contact pressure on photoplethysmograms (2024)
Biomedical Engineering Advances
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Parallel, Continuous Monitoring and Quantification of Programmed Cell Death in Plant Tissue (2024)
Advanced Science
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Empirical investigation of multi-source cross-validation in clinical ECG classification (2024)
Computers in Biology and Medicine
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
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
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
Development and clinical validation of a miniaturized finger probe for bedside hemodynamic monitoring (2023)
iScience
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
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
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )