Mikko Pänkäälä profile picture
Mikko
Pänkäälä
Docent, ​Department of Computing
Yliopistonlehtori, TkT, dosentti

Contact

+358 50 574 1290
Joukahaisenkatu 1
20520
Turku

Areas of expertise

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. 

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.

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.

Publications

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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, Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Karhinoja Katri, Sirkiä Jukka-Pekka, Panula Tuukka, Kaisti Matti, Koivisto Tero, Pänkäälä Mikko
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Classification of Atrial Fibrillation and Acute Decompensated Heart Failure Using Smartphone Mechanocardiography: A Multi-label Learning Approach (2020)

IEEE Sensors Journal
Saeed Mehrang, Olli Lahdenoja, Matti Kaisti, Mojtaba Jafari Tadi, Tero Hurnanen, Antti Airola, Timo Knuutila, Jussi Jaakkola, Samuli Jaakkola, Tuija Vasankari, Tuomas Kiviniemi, Juhani Airaksinen, Tero Koivisto, Mikko Pänkäälä
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))

Atrial Fibrillation Detection Using MEMS Accelerometer Based Bedsensor (2019)

Computing in Cardiology, Computing in Cardiology
Tero Koivisto, Olli Lahdenoja, Juho Koskinen, Tuukka Panula, Tero Hurnanen, Matti Kaisti, Jere Kinnunen, Pekka Kostiainen, Ulf Meriheinä, Tuija Vasankari, Samuli Jaakkola, Tuomas Kiviniemi, Juhani Airaksinen, Mikko Pänkäälä
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))