Assistant Professor Matti Kaisti - UTU Research Portal

Matti Kaisti
Assistant Professor

Assistant Professor, Terveysteknologia (Tietotekniikan laitos)
University Research Fellow, Terveysteknologia (Tietotekniikan laitos)
Docent, Tietotekniikan laitoksen yhteiset (Tietotekniikan laitos)

mkaist@utu.fi

+358 44 533 4238

Vesilinnantie 5

Turku

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

Areas of expertise

sensors, wearables, machine learning, physiology

Biography

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.

Teaching

I am currently responsible for teaching Programming and Analytics of Health Wearables, an advanced level engineering course.

Publications

1 of 3

Advances in non-invasive blood pressure measurement techniques (2023)
- IEEE Reviews in Biomedical Engineering
Panula Tuukka, Sirkiä Jukka-Pekka, Wong David, Kaisti Matti
(Refereed review article in scientific journal (A2))
Continuous Blood Pressure Monitoring Using Nonpulsatile Photoplethysmographic Components for Low-Frequency Vascular Unloading (2023)
- IEEE Transactions on Instrumentation and Measurement
Panula Tuukka, Sirkiä Jukka-Pekka, Kaisti Matti
(Refereed journal article or data article (A1))
Domain randomization using synthetic electrocardiograms for training neural networks (2023)
- Artificial Intelligence in Medicine
Kaisti Matti, Laitala Juho, Wong David, Airola Antti
(Refereed journal article or data article (A1))
Tonometric Multi-Wavelength Photoplethysmography for Studying the Cutaneous Microvasculature of the Fingertip (2023)
- IEEE Transactions on Instrumentation and Measurement
Sirkiä Jukka-Pekka, Panula Tuukka, Kaisti Matti
(Refereed journal article or data article (A1))
Cardiac Time Intervals Derived from Electrocardiography and Seismocardiography in Different Patient Groups (2022)
- Computing in Cardiology
Computing in Cardiology 2022 Elnaggar Ismail, Pykäri Jouni, Hurnanen Tero, Lahdenoja Olli, Airola Antti, Kaisti Matti, Vasankari Tuija, Savontaus Mikko, Koivisto Tero
(Refereed article in conference proceedings (A4))
Multichannel Bed Based Ballistocardiography Heart Rate Estimation Using Continuous Wavelet Transforms and Autocorrelation (2022)
- Computing in Cardiology
Computing in Cardiology 2022 Elnaggar Ismail, Hurnanen Tero, Sandelin Jonas, Lahdenoja Olli, Airola Antti, Kaisti Matti, Koivisto Tero
(Refereed article in conference proceedings (A4))
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
(Refereed article in conference proceedings (A4))
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 (O2))
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
(Refereed article in conference proceedings (A4))
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
(Refereed article in conference proceedings (A4))
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
(Refereed article in conference proceedings (A4))
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
(Refereed journal article or data article (A1))
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 (O2))
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
(Refereed article in conference proceedings (A4))
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
(Refereed journal article or data article (A1))
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
(Refereed journal article or data article (A1))
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
(Refereed journal article or data article (A1))
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
(Refereed article in conference proceedings (A4))
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
(Refereed journal article or data article (A1))
An Automated Device for Recording Peripheral Arterial Waveform (2019)
- Computing in Cardiology
CinC 2019 Tuukka Panula, Juuso Blomster, Mikko Pänkäälä, Tero Koivisto, Matti Kaisti
(Refereed article in conference proceedings (A4))