Matti Kaisti
Assistant Professor
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
sensors, wearables, machine learning, physiology
Research community or research topic
medical instrumentation, physiological monitoring, biosignal analytics, clinical machine learning
medical instrumentation, physiological monitoring, biosignal analytics, clinical machine learning
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 
3 of 4
- Disposable silicon-based all-in-one micro-qPCR for rapid on-site detection of pathogens (2020)
- Nature Communications
(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
(A4 Refereed article in a conference publication ) - Stretchable Composite Acoustic Transducer for Wearable Monitoring of Vital Signs (2020)
- Advanced Functional Materials
(A1 Refereed original research article in a scientific journal) - An Automated Device for Recording Peripheral Arterial Waveform (2019)
- Computing in Cardiology
(A4 Refereed article in a conference publication ) - Atrial Fibrillation Detection Using MEMS Accelerometer Based Bedsensor (2019)
- Computing in Cardiology
(A4 Refereed article in a conference publication ) - Cardiac monitoring of dogs via smartphone mechanocardiography: a feasibility study (2019)
- BioMedical Engineering OnLine
(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)
- npj Digital Medicine
(A1 Refereed original research article in a scientific journal) - Comprehensive Analysis of Cardiogenic Vibrations for Automated Detection of Atrial Fibrillation Using Smartphone Mechanocardiograms (2019)
- IEEE Sensors Journal
(A1 Refereed original research article in a scientific journal) - Head Pulsation Signal Analysis for 3-Axis Head-Worn Accelerometers (2019)
- Computing in Cardiology
(A4 Refereed article in a conference publication ) - Stand-alone Heartbeat Detection in Multidimensional Mechanocardiograms (2019)
- IEEE Sensors Journal
(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 ) - Heartbeat Detection Using Multidimensional Cardiac Motion Signals and Dynamic Balancing (2018) EMBEC & NBC 2017: Joint Conference of the European Medical and Biological Engineering Conference (EMBEC) and the Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC), Tampere, Finland, June 2017 Tero Hurnanen,Matti Kaisti,Mojtaba Jafari Tadi,Matti Vähä-Heikkilä,Sami Nieminen,Zuhair Iftikhar,Mikko Paukkunen,Mikko Pänkäälä,Tero Koivisto
(A4 Refereed article in a conference publication ) - Machine Learning Based Classification of Myocardial Infarction Conditions Using Smartphone-derived Seismo- and Gyrocardiography (2018)
- Computing in Cardiology
(A4 Refereed article in a conference publication ) - Polyaniline-functionalized ion-sensitive floating-gate FETs for the on-chip monitoring of peroxidase-catalyzed redox reactions (2018)
- Electrochimica Acta
(A1 Refereed original research article in a scientific journal) - Biomedical Signal Quality Assessment via Learning to Rank with an Application to Mechanical Heart Signals (2017)
- Computing in Cardiology
(A4 Refereed article in a conference publication ) - Compact Model and Design Considerations of an Ion-Sensitive Floating Gate FET (2017)
- Sensors and Actuators B: Chemical
(A1 Refereed original research article in a scientific journal) - Detection principles of biological and chemical FET sensors (2017)
- Biosensors and Bioelectronics
(A2 Refereed review article in a scientific journal ) - Field-effect based chemical and biological sensing : theory and implementation (2017) Kaisti Matti
(G5 Article dissertation ) - Real-time wash-free detection of unlabeled PNA-DNA hybridization using discrete FET sensor (2017)
- Scientific Reports
(A1 Refereed original research article in a scientific journal) - Wearable Pressure Sensor Array for Health Monitoring (2017)
- Computing in Cardiology
(A4 Refereed article in a conference publication )
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