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
Polyaniline-functionalized ion-sensitive floating-gate FETs for the on-chip monitoring of peroxidase-catalyzed redox reactions (2018)
Electrochimica Acta
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Machine Learning Based Classification of Myocardial Infarction Conditions Using Smartphone-derived Seismo- and Gyrocardiography (2018)
Computing in Cardiology, Computing in Cardiology
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Heartbeat Detection Using Multidimensional Cardiac Motion Signals and Dynamic Balancing (2018)
European Medical and Biological Engineering Conference
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Compact Model and Design Considerations of an Ion-Sensitive Floating Gate FET (2017)
Sensors and Actuators B: Chemical
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Wearable Pressure Sensor Array for Health Monitoring (2017)
Computing in Cardiology, Computing in Cardiology
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Field-effect based chemical and biological sensing : theory and implementation (2017)
(G5 Artikkeliväitöskirja)Detection principles of biological and chemical FET sensors (2017)
Biosensors and Bioelectronics
(Vertaisarvioitu katsausartikkeli tieteellisessä aikakauslehdessä (A2))
Real-time wash-free detection of unlabeled PNA-DNA hybridization using discrete FET sensor (2017)
Scientific Reports
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Biomedical Signal Quality Assessment via Learning to Rank with an Application to Mechanical Heart Signals (2017)
Computing in Cardiology, Computing in Cardiology
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Radiometric Resolution Analysis and a Simulation Model (2016)
Remote Sensing
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))