Mojtaba Jafari Tadi


Senior Researcher, Health Technology (Department of Future Technologies)

mojtaba.jafaritadi@utu.fi







Publications
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Comprehensive Analysis of Cardiogenic Vibrations for Automated Detection of Atrial Fibrillation Using Smartphone Mechanocardiograms (2019)
IEEE Sensors Journal
Mojtaba Jafari Tadi, Saeed Mehrang, Matti Kaisti, Olli Lahdenoja, Tero Hurnanen, Jussi Jaakkola, Samuli Jaakkola, Tuija Vasankari, Tuomas Kiviniemi, Juhani Airaksinen, Timo Knuutila, Eero Lehtonen, Tero Koivisto, Mikko Pänkäälä
(
A1 Journal article – refereed)

Stand-alone Heartbeat Detection in Multidimensional Mechanocardiograms (2019)
IEEE Sensors Journal
Matti Kaisti, Mojtaba Jafari Tadi, Olli Lahdenoja, Tero Hurnanen, Antti Saraste, Mikko Pänkäälä, Tero Koivisto
(
A1 Journal article – refereed)

Machine Learning Based Classification of Myocardial Infarction Conditions Using Smartphone-derived Seismo- and Gyrocardiography (2018) CinC 2018: Proceedings Saeed Mehrang, Mojtaba Jafari Tadi, Matti Kaisti, Olli Lahdenoja, Tuija Vasankari, Tuomas Kiviniemi, Juhani Airaksinen, Tero Koivisto, Mikko Pänkäälä
(
A4 Article in conference proceedings)

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) 2017 IEEE International Symposium on Circuits and Systems (ISCAS) 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)

A Smartphone-only Solution for Detecting Indications of Acute Myocardial Infarction (2017) Biomedical & Health Informatics (BHI), 2017 IEEE EMBS International Conference on Lähdenoja O, Koivisto T, Tadi MJ, Iftikhar Z, Hurnanen T, Vasankari T, Kiviniemi T, Airaksinen J, Pänkäälä M
(
A4 Article in conference proceedings)

Automated Detection of Atrial Fibrillation Based on Time-Frequency Analysis of Seismocardiograms (2017)
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)

Automatic Identification of Signal Quality for Heart Beat Detection in Cardiac MEMS Signals (2017) 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) 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) Computing in Cardiology Olli Lahdenoja, Mojtaba Jafari Tadi, Matti Kaisti, Timo Knuutila, Mikko Pänkäälä, Tero Koivisto
(
A4 Article in conference proceedings)

Design and Implementation of a Non-invasive and Cuff-less Arterial Blood Pressure Monitoring System (2017) Computing in Cardiology Seyed Mohsen Anvari, Mohammadreza Yazdchi, Amirhossein Kayvanpour, Seyed Mohammad Hasan Nayebpour, Tero Koivisto, Mojtaba Jafari Tadi
(
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) 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 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) 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 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)

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)

Gyrocardiography: A new non-invasive approach in the study of mechanical motions of the heart. Concept, method and initial observations (2016) 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Mojtaba Jafari Tadi, Eero Lehtonen, Mikko Pankäälä, Antti Saraste, Tuija Vasankari, Mika Teräs, Tero Koivisto
(
A4 Article in conference proceedings)

Heart rate variability estimation with joint accelerometer and gyroscope sensing (2016) Computing in Cardiology Conference (CinC), 2016 Olli Lahdenoja, Tero Hurnanen, Mojtaba Jafari Tadi, Mikko Pänkäälä, Tero Koivisto
(
A4 Article in conference proceedings)


Last updated on 2019-23-05 at 02:18