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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- 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 Signals (2017)
- Computing in Cardiology
- Compact Model and Design Considerations of an Ion-Sensitive Floating Gate FET (2017)
- Sensors and Actuators B: Chemical
- Detection principles of biological and chemical FET sensors (2017)
- Biosensors and Bioelectronics
- Field-effect based chemical and biological sensing : theory and implementation (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 Monitoring (2017)
- Computing in Cardiology
- 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
- Low-Cost Chemical Sensing Platform With Organic Polymer Functionalization (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
- Sulautettujen järjestelmien ketterä käsikirja (2014) Teijo Lehtonen, Seppo Tuomivaara, Ville Rantala, Marja Känsälä, Tuomas Mäkilä, Tero Jokela, Kaisa Könnölä, Matti Kaisti, Samuli Suomi, Minna Isomäki, Marko Ylitolva
- Uncertainty of Radiometer Calibration Loads and Its Impact on Radiometric Measurements (2014)
- IEEE Transactions on Microwave Theory and Techniques
- Agile methods for embedded systems development - a literature review and a mapping study (2013)
- EURASIP Journal on Embedded Systems
- Work-in-Progress - AgiES: Agile Methods for Embedded System Development (2013)
- Design Automation Conference
UTU Research Portal