Mikko Pänkäälä
Yliopistonlehtori, TkT, dosentti
mtpank@utu.fi +358 50 574 1290 Joukahaisenkatu 1 Turku ORCID identifier: https://orcid.org/0000-0001-6108-9975 |
Areas of expertise
Biosignals, health technology
Biosignals, health technology
Biography
I'm a University lecturer at the University of Turku. My background is in automotive engineering and I originally came to study electronics to the UTU at 2001. I started my studies related to electronics an communication technology at the IT-Dept. and finished my M.Sc. studies in 2004 and Lich. tech in 2008. After that I worked in a special unit and graduated as a D.Sc in 2014. From the beginning of 2017 I have worked at the Dept. of Future Technologies.
I'm a University lecturer at the University of Turku. My background is in automotive engineering and I originally came to study electronics to the UTU at 2001. I started my studies related to electronics an communication technology at the IT-Dept. and finished my M.Sc. studies in 2004 and Lich. tech in 2008. After that I worked in a special unit and graduated as a D.Sc in 2014. From the beginning of 2017 I have worked at the Dept. of Future Technologies.
Research
Currently my focus is on non-invasive cardiac telemonitoring methods based on motion sensors. I have done research on health technology, mainly related to cardiac monitoring since 2011. Previously my research topics were related to the integrated circuits, e.g in my thesis work I investigated a neural network implemented on silicon.
Currently my focus is on non-invasive cardiac telemonitoring methods based on motion sensors. I have done research on health technology, mainly related to cardiac monitoring since 2011. Previously my research topics were related to the integrated circuits, e.g in my thesis work I investigated a neural network implemented on silicon.
Teaching
Currently I lecture no courses. Previously lectured courses such as Acquisition and Analysis of Biosignals and Embedde IoT Programming. I have also given single lectures related to health technology with other courses.
Publications 
1 of 3
- (2024)
- Advanced ScienceiScience
(A1 Refereed original research article in a scientific journal) - (2024)
- JACC: Heart Failure
(A1 Refereed original research article in a scientific journal) - Development and clinical validation of a miniaturized finger probe for bedside hemodynamic monitoring2023
(A1 Refereed original research article in a scientific journal) - Method for measuring jugular venous pulse with a miniature gyroscope sensor patch (2023)
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society
(A4 Refereed article in a conference publication ) - End-to-end sensor fusion and classification of atrial fibrillation using deep neural networks and smartphone mechanocardiography (2022)
- Physiological Measurement
(A1 Refereed original research article in a scientific journal) - CardioSignal Smartphone Application Detects Atrial Fibrillation in Heart Failure Population (2021)
- Circulation
Other publication - An instrument for measuring blood pressure and assessing cardiovascular health from the fingertipAn Automated Device for Recording Peripheral Arterial Waveform (2020)
- Biosensors and Bioelectronics
(A1 Refereed original research article in a scientific journal) - Classification of Atrial Fibrillation and Acute Decompensated Heart Failure Using Smartphone Mechanocardiography: A Multi-label Learning Approach2020
- IEEE Sensors JournalComputing in Cardiology
(A1 Refereed original research article in a scientific journal) - (2019)
- Sensors
(A1 Refereed original research article in a scientific journal) - (2019)
- Computing in CardiologyComputing in Cardiology
(A4 Refereed article in a conference publication ) - (2019)
(A4 Refereed article in a conference publication ) - Cardiac monitoring of dogs via smartphone mechanocardiography: a feasibility study (2019)
- BioMedical Engineering OnLineIEEE Journal of Biomedical and Health Informatics
- Clinical assessment of a non-invasive wearable MEMS pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillationA Wearable Sensor Node for Detecting Atrial Fibrillation Using Real-Time Digital Signal Processing (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)
(A4 Refereed article in a conference publication ) - Reliability of Self-Applied Smartphone Mechanocardiography for Atrial Fibrillation Detection (2019)
- IEEE Access
(A1 Refereed original research article in a scientific journal) - Stand-alone Heartbeat Detection in Multidimensional Mechanocardiograms (2019)
- IEEE Sensors Journal
(A1 Refereed original research article in a scientific journal) - Atrial Fibrillation Detection via Accelerometer and Gyroscope of a Smartphone (2018)
(A1 Refereed original research article in a scientific journal) - (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 )
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