Matti Kaisti - UTU Tutkimustietojärjestelmä - UTU Tutkimustietojärjestelmä

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

3 of 4

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 Cardiologynpj Digital Medicine
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 InstrumentComprehensive Analysis of Cardiogenic Vibrations for Automated Detection of Atrial Fibrillation Using Smartphone Mechanocardiograms2021
- Annual International Conference of the IEEE Engineering in Medicine and Biology SocietyIEEE Sensors Journal
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-UpHead Pulsation Signal Analysis for 3-Axis Head-Worn Accelerometers (2021)
- SleepComputing in Cardiology
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)Stand-alone Heartbeat Detection in Multidimensional Mechanocardiograms (2021)
- SleepIEEE Sensors Journal
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)
Disposable silicon-based all-in-one micro-qPCR for rapid on-site detection of pathogens (2020)
- Nature Communications
Nunez-Bajo E, Silva Pinto Collins A, Kasimatis M, Cotur Y, Asfour T, Tanriverdi U, Grell M, Kaisti M, Senesi G, Stevenson K, Güder F
(A1 Refereed original research article in a scientific journal)
Multi-Wavelength Photoplethysmography Device for the Measurement of Pulse Transit Time in the Skin Microvasculature (2020)
- Computing in Cardiology
Computing in Cardiology 2020 Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti
(A4 Refereed article in a conference publication )
Stretchable Composite Acoustic Transducer for Wearable Monitoring of Vital Signs (2020)
- Advanced Functional Materials
Cotur Y, Kasimatis M, Kaisti M, Olenik S, Georgiou C, Güder F
(A1 Refereed original research article in a scientific journal)
An Automated Device for Recording Peripheral Arterial Waveform (2019)
- Computing in Cardiology
CinC 2019 Tuukka Panula, Juuso Blomster, Mikko Pänkäälä, Tero Koivisto, Matti Kaisti
(A4 Refereed article in a conference publication )
Atrial Fibrillation Detection Using MEMS Accelerometer Based Bedsensor (2019)
- Computing in Cardiology
CinC 2019 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
(A4 Refereed article in a conference publication )
Cardiac monitoring of dogs via smartphone mechanocardiography: a feasibility study (2019)
- BioMedical Engineering OnLine
Olli Lahdenoja, Tero Hurnanen, Matti Kaisti, Juho Koskinen, Jarno Tuominen, Matti Vähä-Heikkilä, Laura Parikka, Maria Wiberg, Tero Koivisto, Mikko Pänkäälä
(A1 Refereed original research article in a scientific journal)
Clinical assessment of a non-invasive wearable MEMS pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillation (2019)
Matti Kaisti, Tuukka Panula, Joni Leppänen, Risto Punkkinen, Mojtaba Jafari Tadi, Tuija Vasankari, Samuli Jaakkola, Tuomas Kiviniemi, Juhani Airaksinen, Pekka Kostiainen, Ulf Meriheinä, Tero Koivisto, Mikko Pänkäälä
(A1 Refereed original research article in a scientific journal)
(2019)
Mojtaba Jafari Tadi, Saeed Mehrang, Matti Kaisti, Olli Lahdenoja, Tero Hurnanen, Jussi Jaakkola, Samuli Jaakkola, Tuija Vasankari, Tuomas Kiviniemi, Juhani Airaksinen, Timo Knuutila, Eero Lehtonen, Tero Koivisto, Mikko Pänkäälä
(A1 Refereed original research article in a scientific journal)
(2019)
CinC Proceedings Olli Lahdenoja, Tero Hurnanen, Juho Koskinen, Matti Kaisti, Kim Munck, Samuel Emil Schmidt, Tero Koivisto, Mikko Pänkäälä
(A4 Refereed article in a conference publication )
(2019)
Matti Kaisti, Mojtaba Jafari Tadi, Olli Lahdenoja, Tero Hurnanen, Antti Saraste, Mikko Pänkäälä, Tero Koivisto
(A1 Refereed original research article in a scientific journal)
A Wearable Sensor Node for Detecting Atrial Fibrillation Using Real-Time Digital Signal Processing (2018) 2018 25th IEEE International Conference on Electronics, Circuits and Systems (ICECS) Tuukka Panula, Tero Hurnanen, Jarno Tuominen, Matti Kaisti, Juho Koskinen, Mikko Pänkäälä, Tero Koivisto
(A4 Refereed article in a conference publication )