Yliopistonlehtori, TkT
Mikko Pänkäälä

University lecturer, Health Technology (Department of Future Technologies)

mtpank@utu.fi
+358 50 574 1290

Joukahaisenkatu 1
Turku
Office: 450I





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. 

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.

Teaching
Currently I lecture two courses Acquisition and Analysis of Biosignals and Embedde IoT Programming. I have also given single lectures related to health technology with other courses.

Publications
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Atrial Fibrillation Detection via Accelerometer and Gyroscope of a Smartphone (2018)
IEEE Journal of Biomedical and Health Informatics
Olli Lahdenoja, Tero Hurnanen, Zuhair Iftikhar, Sami Nieminen, Timo Knuutila, Antti Saraste, Tuomas Kiviniemi, Tuija Vasankari, Juhani Airaksinen, Mikko Pänkäälä, Tero Koivisto
(
A1 Journal article – refereed)

Mobile Phone Detection of Atrial Fibrillation With Mechanocardiography The MODE-AF Study (Mobile Phone Detection of Atrial Fibrillation) (2018)
Circulation
Jussi Jaakkola, Samuli Jaakkola, Olli Lahdenoja, Tero Hurnanen, Tero Koivisto, Mikko Pänkäälä, Timo Knuutila, Tuomas O. Kiviniemi, Tuija Vasankari, K.E. Juhani Airaksinen
(
B1 Journal article)

Multiclass Classifier based Cardiovascular Condition Detection Using Smartphone Mechanocardiography (2018)
Scientific Reports
Zuhair Iftikhar, Olli Lahdenoja, Mojtaba Jafari Tadi, Tero Hurnanen, Tuija Vasankari, Tuomas Kiviniemi, Juhani Airaksinen, Tero Koivisto, Mikko Pänkäälä
(
A1 Journal article – refereed)

A miniaturized low power biomedical sensor node for clinical research and long term monitoring of cardiovascular signals (2017)Jarno Tuominen, Eero Lehtonen, Mojtaba Jafari Tadi, Juho Koskinen, Mikko Pänkäälä, Tero Koivisto
(
A4 Article in conference proceedings)

A novel dual gating approach using joint inertial sensors: implications for cardiac PET imaging (2017)
Physics in Medicine and Biology
Tadi MJ, Teuho J, Lehtonen E, Saraste A, Pankaala M, Koivisto T, Teras M
(
A1 Journal article – refereed)

Automatic Identification of Signal Quality for Heart Beat Detection in Cardiac MEMS Signals (2017)Mojtaba Jafari Tadi, Olli Lahdenoja, Tero Humanen, Juho Koskinen, Mikko Pänkäälä, Tero Koivisto
(
A4 Article in conference proceedings)

Biomedical Signal Quality Assessment via Learning to Rank with an Application to Mechanical Heart Signals (2017)Olli Lahdenoja, Mojtaba Jafari Tadi, Matti Kaisti, Timo Knuutila, Mikko Pänkäälä, Tero Koivisto
(
A4 Article in conference proceedings)

Electromechanical Cardiac Monitoring SoC for Atrial Fibrillation Detection (2017)Jonas Eriksson, Mika Kutila, Tapani Nevalainen, Phong Nguyen, Kati Sairanen, Marko Ylitolva, Tero Koivisto, Mikko Pänkäälä
(
A4 Article in conference proceedings)

Gyrocardiography: A New Non-invasive Monitoring Method for the Assessment of Cardiac Mechanics and the Estimation of Hemodynamic Variables (2017)
Scientific Reports
Tadi MJ, Lehtonen E, Saraste A, Tuominen J, Koskinen J, Teras M, Airaksinen J, Pankaala M, Koivisto T
(
A1 Journal article – refereed)

Heartbeat Detection Using Multidimensional Cardiac Motion Signals and Dynamic Balancing (2017)Tero Hurnanen,Matti Kaisti,Mojtaba Jafari Tadi,Matti Vähä-Heikkilä,Sami Nieminen,Zuhair Iftikhar,Mikko Paukkunen,Mikko Pänkäälä,Tero Koivisto
(
A4 Article in conference proceedings)

Heart rate variability estimation with joint accelerometer and gyroscope sensing (2017)Olli Lahdenoja, Tero Hurnanen, Mojtaba Jafari Tadi, Mikko Pänkäälä, Tero Koivisto
(
A4 Article in conference proceedings)

Wearable Pressure Sensor Array for Health Monitoring (2017)Matti Kaisti, Joni Leppänen, Olli Lahdenoja, Mikko Pänkäälä, Tero Koivisto, Ulf Meriheinä
(
A4 Article in conference proceedings)

A Miniaturized MEMS Motion Processing System for Nuclear Medicine Imaging Applications (2016)Mojtaba Jafari Tadi, Eero Lehtonen, Jarmp Teuho, Antti Saraste, Mikko Pänkäälä, Mika Teräs, Tero Koivisto
(
A4 Article in conference proceedings)

An Adaptive Approach for Heartbeat Detection Based on S-transform in Seismocardiograms (2016)Mojtaba Jafari Tadi, Eero Lehtonen, Olli Lahdejoja, Mikko Pänkäälä, Tero Koivisto
(
A4 Article in conference proceedings)

A real-time approach for heart rate monitoring using a Hilbert transform in seismocardiograms (2016)
Physiological Measurement
Tadi MJ, Lehtonen E, Hurnanen T, Koskinen J, Eriksson J, Pankaala M, Teras M, Koivisto T
(
A1 Journal article – refereed)

Automated Detection of Atrial Fibrillation Based on Time-Frequency Analysis of Seismocardiograms (2016)
IEEE Journal of Biomedical and Health Informatics
Tero Hurnanen, Eero Lehtonen, Mojtaba Jafari Tadi, Tom Kuusela, Tuomas Kiviniemi, Antti Saraste, Tuija Vasankari, Juhani Airaksinen, Tero Koivisto, Mikko Pänkäälä
(
A1 Journal article – refereed)

Beat-by-beat Quantification of Cardiac Cycle Events Detected from Three-Dimensional Precordial Acceleration Signals (2016)
IEEE Journal of Biomedical and Health Informatics
Mikko Paukkunen, Petteri Parkkila, Tero Hurnanen, Mikko Pänkäälä, Tero Koivisto, Tuomo Nieminen, Raimo Kettunen, Raimo Sepponen
(
A1 Journal article – refereed)

Detecting atrial fibrillation via existing smartphones without any add-ons (2016)
European Heart Journal Supplements
Tero Koivisto, Olli Lahdenoja, Tero Hurnanen, Timo Knuutila, Tuija Vasankari, Tuomas Kiviniemi, Antti Saraste, Juhani Airaksinen, Mikko Pänkäälä
(
O2 Other)

Detecting indications of acute myocardial infarction using smartphone only solution (2016)Tero Koivisto, Olli Lahdenoja, Tero Hurnanen, Mojtaba Jafari Tadi, Eero Lehtonen, Tuija Vasankari, Antti Saraste, Tuomas Kiviniemi, Juhani Airaksinen, Mikko Pänkäälä
(
O2 Other)

Detection of atrial fibrillation with seismocardiography (2016)Mikko Pänkäälä, Tero Koivisto, Olli Lahdenoja, Tuomas Kiviniemi, Antti Saraste, Tuija Vasankari, Juhani Airaksinen
(
A4 Article in conference proceedings)


Last updated on 2018-22-01 at 11:31