Matti Kaisti - UTU Research Portal

Matti Kaisti

- Associate Professor,
Health Technology (Department of Computing)

mkaist@utu.fi

+358 44 533 4238

Vesilinnantie 5

Turku

ORCID identifier: https://orcid.org/0000-0001-8118-2851

Areas of expertise

medical instrumentation, biosignal analytics, clinical machine learning

Biography

Research

I work in biomedical engineering to develop disease monitoring systems. By applying signal processing and AI to novel sensory data, I aim to create clinically validated solutions that integrate technologies across various maturity levels.

Teaching

I currently teach Analytics of Health Wearables, an advanced engineering course focused on programming and algorithms, and Introduction to Health Technology, an entry-level course."

Publications

5 of 8

Two-stage Classification for Detecting Murmurs from Phonocardiograms Using Deep and Expert Features (2022)
- Computing in Cardiology
Computing in Cardiology 2022 Summerton Sara, Wood Danny, Murphy Darcy, Redfern Oliver, Benatan Matt, Kaisti Matti, Wong David C
(A4 Refereed article in a conference publication )
CardioSignal Smartphone Application Detects Atrial Fibrillation in Heart Failure Population (2021)
- Circulation
Circulation Blomster Juuso, Lahdenoja Olli, Dehkordi Kamal Jafarian, Kaisti Matti, Tapiovaara Tero, Santalahti Kristiina, Pänkäälä Mikko

(Other publication)
Control Method for Continuous Non-Invasive Arterial Pressure Monitoring using the Non-Pulsatile Component of the PPG Signal (2021)
- Computing in Cardiology
2021 Computing in Cardiology (CinC) Panula Tuukka, Sirkiä Jukka-Pekka, Kaisti Matti
(A4 Refereed article in a conference publication )
Detecting Aortic Stenosis Using Seismocardiography and Gryocardiography Combined with Convolutional Neural Networks (2021)
- Computing in Cardiology
2021 Computing in Cardiology (CinC) Elnaggar Ismail, Hurnanen Tero, Lahdenoja Olli, Airola Antti, Kaisti Matti, Vasankari Tuija, Pykäri Jouni, Savontaus Mikko, Koivisto Tero
(A4 Refereed article in a conference publication )
Miniaturization of a Finger-Worn Blood Pressure Instrument (2021)
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Panula Tuukka, Sirkiä Jukka-Pekka, Kaisti Matti
(A4 Refereed article in a conference publication )
Sleep During Menopausal Transition: A 10-year Follow-Up (2021)
- Sleep
Kalleinen N, Aittokallio J, Lampio L, Kaisti M, Polo-Kantola P, Polo O, Heinonen OJ, Saaresranta T
(A1 Refereed original research article in a scientific journal)
Sleep during menopausal transition: a 10-year follow-up (vol 40, pg , 2021) (2021)
- Sleep
Kalleinen Nea, Aittokallio Jenni, Lampio Laura, Kaisti Matti, Polo-Kantola Päivi, Polo Olli, Heinonen Olli J, Saaresranta Tarja
(Other publication)
The Effects of External Pressure on Multi-Wavelength Photoplethysmography Signals (2021)
- Computing in Cardiology
2021 Computing in Cardiology (CinC) Sirkiä Jukka-Pekka, Panula Tuukka, Kaisti Matti
(A4 Refereed article in a conference publication )
An instrument for measuring blood pressure and assessing cardiovascular health from the fingertip (2020)
- Biosensors and Bioelectronics
Tuukka Panula, Tero Koivisto, Mikko Pänkäälä, Teemu Niiranen, Ilkka Kantola, Matti Kaisti
(A1 Refereed original research article in a scientific journal)
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
(A1 Refereed original research article in a scientific journal)