Matti Kaisti
mkaist@utu.fi +358 44 533 4238 Vesilinnantie 5 Turku |
medical instrumentation, biosignal analytics, clinical machine learning
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.
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."
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- A Wearable Sensor Node for Detecting Atrial Fibrillation Using Real-Time Digital Signal ProcessingLow-Cost Chemical Sensing Platform With Organic Polymer Functionalization (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
- 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
- Machine Learning Based Classification of Myocardial Infarction Conditions Using Smartphone-derived Seismo- and Gyrocardiography (2018)
- Computing in Cardiology
- Polyaniline-functionalized ion-sensitive floating-gate FETs for the on-chip monitoring of peroxidase-catalyzed redox reactions (2018)
- Electrochimica Acta
- Biomedical Signal Quality Assessment via Learning to Rank with an Application to Mechanical Heart SignalsSulautettujen järjestelmien ketterä käsikirja (2017)
- Computing in Cardiology
- Compact Model and Design Considerations of an Ion-Sensitive Floating Gate FETUncertainty of Radiometer Calibration Loads and Its Impact on Radiometric Measurements (2017)
- Sensors and Actuators B: Chemical
- Detection principles of biological and chemical FET sensors (2017)
- Biosensors and BioelectronicsIEEE Transactions on Microwave Theory and Techniques
- Field-effect based chemical and biological sensing : theory and implementationAgile methods for embedded systems development - a literature review and a mapping study (2017) Kaisti Matti
- Real-time wash-free detection of unlabeled PNA-DNA hybridization using discrete FET sensor (2017)
- Scientific Reports
- Wearable Pressure Sensor Array for Health MonitoringWork-in-Progress - AgiES: Agile Methods for Embedded System Development (2017)
- Computing in CardiologyDesign Automation Conference
- Hand-Held Transistor Based Electrical and Multiplexed Chemical Sensing System (2016)
- ACS Sensors
- Radiometric Resolution Analysis and a Simulation Model (2016)
- Remote Sensing
- An Ion-Sensitive Floating Gate FET Model: Operating Principles and Electrofluidic Gating (2015)
- IEEE transactions on electron devices
- (2015)
- IEEE Electron Device Letters
- Surface Functionalization of Ion-Sensitive Floating-Gate Field-Effect Transistors With Organic Electronics (2015)
- IEEE transactions on electron devices
- Agile Principles in the Embedded System Development (2014)
- Lecture Notes in Business Information Processing
- (2014) Teijo Lehtonen, Seppo Tuomivaara, Ville Rantala, Marja Känsälä, Tuomas Mäkilä, Tero Jokela, Kaisa Könnölä, Matti Kaisti, Samuli Suomi, Minna Isomäki, Marko Ylitolva
- (2014)
- (2013)
- EURASIP Journal on Embedded Systems
- (2013)
UTU Research Portal