Matti Kaisti profile picture
Matti
Kaisti
Assistant Professor, Health Technology
Docent, ​Department of Computing
Assistant Professor
medical instrumentation, physiological monitoring, biosignal analytics, clinical machine learning

Contact

+358 44 533 4238
Vesilinnantie 5
20500
Turku

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

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Classification of Atrial Fibrillation and Acute Decompensated Heart Failure Using Smartphone Mechanocardiography: A Multi-label Learning Approach (2020)

IEEE Sensors Journal
Saeed Mehrang, Olli Lahdenoja, Matti Kaisti, Mojtaba Jafari Tadi, Tero Hurnanen, Antti Airola, Timo Knuutila, Jussi Jaakkola, Samuli Jaakkola, Tuija Vasankari, Tuomas Kiviniemi, Juhani Airaksinen, Tero Koivisto, Mikko Pänkäälä
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))

Atrial Fibrillation Detection Using MEMS Accelerometer Based Bedsensor (2019)

Computing in Cardiology, Computing in Cardiology
Tero Koivisto, Olli Lahdenoja, Juho Koskinen, Tuukka Panula, Tero Hurnanen, Matti Kaisti, Jere Kinnunen, Pekka Kostiainen, Ulf Meriheinä, Tuija Vasankari, Samuli Jaakkola, Tuomas Kiviniemi, Juhani Airaksinen, Mikko Pänkäälä
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))