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 UnitHemodynamic Bedside Monitoring Instrument with Pressure and Optical Sensors : Validation and Modality Comparison (2025)
- IEEE Journal of Biomedical and Health InformaticsAdvanced Science
(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 CardiologyIEEE International Instrumentation and Measurement Technology Conference
(A4 Refereed article in a conference publication ) - Empirical investigation of multi-source cross-validation in clinical ECG classificationNon-Invasive Hemodynamic Monitoring System Integrating Spectrometry, Photoplethysmography, and Arterial Pressure Measurement Capabilities (2024)
- Computers in Biology and MedicineAdvanced Science
(A1 Refereed original research article in a scientific journal) - Evaluating Piezoelectric Ballistocardiography for Post-Surgical Heart Rate MonitoringParallel, Continuous Monitoring and Quantification of Programmed Cell Death in Plant Tissue (2024)
- Computing in CardiologyAdvanced Science
(A4 Refereed article in a conference publication ) - Generating Synthetic Mechanocardiograms for Machine Learning Based Peak Detection (2024)
- IEEE Sensors LettersApplied Sciences
(A1 Refereed original research article in a scientific journal) - (2024)
(A1 Refereed original research article in a scientific journal) - Investigating the impact of contact pressure on photoplethysmograms (2024)
- Biomedical Engineering AdvancesProceedings of IEEE Sensors
(A1 Refereed original research article in a scientific journal) - Low-Cost Tissue Oximetry Using Discrete Light-Emitting DiodesWearable edge machine learning with synthetic photoplethysmograms (2024)
(A4 Refereed article in a conference publication ) - Advances in non-invasive blood pressure measurement techniques (2024)
(A1 Refereed original research article in a scientific journal) - 2024
(A1 Refereed original research article in a scientific journal) - Personalization of Affective Models Using Classical Machine Learning : A Feasibility StudyDevelopment and clinical validation of a miniaturized finger probe for bedside hemodynamic monitoring (2024)
(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)
(A4 Refereed article in a conference publication ) - (2024)
- Expert Systems with Applications
(A1 Refereed original research article in a scientific journal) - (2023)
- IEEE Reviews in Biomedical Engineering
(A2 Refereed review article in a scientific journal ) - (2023)
- IEEE Transactions on Instrumentation and Measurement
(A1 Refereed original research article in a scientific journal) - (2023)
- iScience
(A1 Refereed original research article in a scientific journal)
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