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 
1 of 4
- Bed sensor ballistocardiogram for non-invasive detection of atrial fibrillation: a comprehensive clinical study (2025)
- Physiological Measurement
(A1 Refereed original research article in a scientific journal) - Continuous Radar-based Heart Rate Monitoring using Autocorrelation-based Algorithm in Intensive Care Unit (2025)
- IEEE Journal of Biomedical and Health Informatics
(A1 Refereed original research article in a scientific journal) - Validation of an MEMS-Based Pressure Sensor System for Atrial Fibrillation Detection from Wrist and Finger (2025)
- IEEE Sensors Journal
(A1 Refereed original research article in a scientific journal) - A Modular Framework for the Interpretation of Paper ECGs (2024)
- Computing in Cardiology
(A4 Refereed article in a conference publication ) - Assessment of ECG Signal Quality Index Algorithms Using Synthetic ECG Data (2024)
- Computing in Cardiology
(A4 Refereed article in a conference publication ) - Empirical investigation of multi-source cross-validation in clinical ECG classification (2024)
- Computers in Biology and Medicine
(A1 Refereed original research article in a scientific journal) - Evaluating Piezoelectric Ballistocardiography for Post-Surgical Heart Rate Monitoring (2024)
- Computing in Cardiology
(A4 Refereed article in a conference publication ) - Generating Synthetic Mechanocardiograms for Machine Learning Based Peak Detection (2024)
- IEEE Sensors Letters
(A1 Refereed original research article in a scientific journal) - Hemodynamic Bedside Monitoring Instrument with Pressure and Optical Sensors : Validation and Modality Comparison (2024)
- Advanced Science
(A1 Refereed original research article in a scientific journal) - Investigating the impact of contact pressure on photoplethysmograms (2024)
- Biomedical Engineering Advances
(A1 Refereed original research article in a scientific journal) - Low-Cost Tissue Oximetry Using Discrete Light-Emitting Diodes (2024)
- IEEE International Instrumentation and Measurement Technology Conference
(A4 Refereed article in a conference publication ) - Non-Invasive Hemodynamic Monitoring System Integrating Spectrometry, Photoplethysmography, and Arterial Pressure Measurement Capabilities (2024)
- Advanced Science
(A1 Refereed original research article in a scientific journal) - Parallel, Continuous Monitoring and Quantification of Programmed Cell Death in Plant Tissue (2024)
- Advanced Science
(A1 Refereed original research article in a scientific journal) - Personalization of Affective Models Using Classical Machine Learning : A Feasibility Study (2024)
- Applied Sciences
(A1 Refereed original research article in a scientific journal) - Smartphone-Based Recognition of Heart Failure by Means of Microelectromechanical Sensors (2024)
- JACC: Heart Failure
(A1 Refereed original research article in a scientific journal) - Toward Automatic Cardiovascular and Respiratory Assessment Using Automatic 6-Minute Walking Test (2024)
- Proceedings of IEEE Sensors
(A4 Refereed article in a conference publication ) - Wearable edge machine learning with synthetic photoplethysmograms (2024)
- Expert Systems with Applications
(A1 Refereed original research article in a scientific journal) - Advances in non-invasive blood pressure measurement techniques (2023)
- IEEE Reviews in Biomedical Engineering
(A2 Refereed review article in a scientific journal ) - Continuous Blood Pressure Monitoring Using Nonpulsatile Photoplethysmographic Components for Low-Frequency Vascular Unloading (2023)
- IEEE Transactions on Instrumentation and Measurement
(A1 Refereed original research article in a scientific journal) - Development and clinical validation of a miniaturized finger probe for bedside hemodynamic monitoring (2023)
- iScience
(A1 Refereed original research article in a scientific journal)
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