Gyrocardiography: A New Non-invasive Monitoring Method for the Assessment of Cardiac Mechanics and the Estimation of Hemodynamic Variables
Jafari Tadi, Mojtaba, Lehtonen, Eero, Saraste, Antti, Tuominen, Jarno, Koskinen, Juho, Teräs, Mika, Airaksinen, Juhani, Pänkäälä, Mikko, Koivisto, Tero
Published in Scientific reports (28.07.2017)
Published in Scientific reports (28.07.2017)
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Journal Article
Clinical assessment of a non-invasive wearable MEMS pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillation
Kaisti, Matti, Panula, Tuukka, Leppänen, Joni, Punkkinen, Risto, Jafari Tadi, Mojtaba, Vasankari, Tuija, Jaakkola, Samuli, Kiviniemi, Tuomas, Airaksinen, Juhani, Kostiainen, Pekka, Meriheinä, Ulf, Koivisto, Tero, Pänkäälä, Mikko
Published in NPJ digital medicine (14.05.2019)
Published in NPJ digital medicine (14.05.2019)
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Journal Article
Multiclass Classifier based Cardiovascular Condition Detection Using Smartphone Mechanocardiography
Iftikhar, Zuhair, Lahdenoja, Olli, Jafari Tadi, Mojtaba, Hurnanen, Tero, Vasankari, Tuija, Kiviniemi, Tuomas, Airaksinen, Juhani, Koivisto, Tero, Pänkäälä, Mikko
Published in Scientific reports (19.06.2018)
Published in Scientific reports (19.06.2018)
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Journal Article
Comprehensive Analysis of Cardiogenic Vibrations for Automated Detection of Atrial Fibrillation Using Smartphone Mechanocardiograms
Jafari Tadi, Mojtaba, Mehrang, Saeed, Kaisti, Matti, Lahdenoja, Olli, Hurnanen, Tero, Jaakkola, Jussi, Jaakkola, Samuli, Vasankari, Tuija, Kiviniemi, Tuomas, Airaksinen, Juhani, Knuutila, Timo, Lehtonen, Eero, Koivisto, Tero, Pankaala, Mikko
Published in IEEE sensors journal (15.03.2019)
Published in IEEE sensors journal (15.03.2019)
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Journal Article
A Respiratory Motion Estimation Method Based on Inertial Measurement Units for Gated Positron Emission Tomography
Lehtonen, Eero, Teuho, Jarmo, Koskinen, Juho, Jafari Tadi, Mojtaba, Klén, Riku, Siekkinen, Reetta, Rives Gambin, Joaquin, Vasankari, Tuija, Saraste, Antti
Published in Sensors (Basel, Switzerland) (09.06.2021)
Published in Sensors (Basel, Switzerland) (09.06.2021)
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Journal Article
A Computational Framework for Data Fusion in MEMS-Based Cardiac and Respiratory Gating
Jafari Tadi, Mojtaba, Lehtonen, Eero, Teuho, Jarmo, Koskinen, Juho, Schultz, Jussi, Siekkinen, Reetta, Koivisto, Tero, Pänkäälä, Mikko, Teräs, Mika, Klén, Riku
Published in Sensors (Basel, Switzerland) (24.09.2019)
Published in Sensors (Basel, Switzerland) (24.09.2019)
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Journal Article
A real-time approach for heart rate monitoring using a Hilbert transform in seismocardiograms
Jafari Tadi, Mojtaba, Lehtonen, Eero, Hurnanen, Tero, Koskinen, Juho, Eriksson, Jonas, Pänkäälä, Mikko, Teräs, Mika, Koivisto, Tero
Published in Physiological measurement (01.11.2016)
Published in Physiological measurement (01.11.2016)
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Journal Article
Automated Detection of Atrial Fibrillation Based on Time–Frequency Analysis of Seismocardiograms
Hurnanen, Tero, Lehtonen, Eero, Tadi, Mojtaba Jafari, Kuusela, Tom, Kiviniemi, Tuomas, Saraste, Antti, Vasankari, Tuija, Airaksinen, Juhani, Koivisto, Tero, Pankaala, Mikko
Published in IEEE journal of biomedical and health informatics (01.09.2017)
Published in IEEE journal of biomedical and health informatics (01.09.2017)
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Journal Article
Stand-Alone Heartbeat Detection in Multidimensional Mechanocardiograms
Kaisti, Matti, Tadi, Mojtaba Jafari, Lahdenoja, Olli, Hurnanen, Tero, Saraste, Antti, Pankaala, Mikko, Koivisto, Tero
Published in IEEE sensors journal (01.01.2019)
Published in IEEE sensors journal (01.01.2019)
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Journal Article
End-to-end sensor fusion and classification of atrial fibrillation using deep neural networks and smartphone mechanocardiography
Mehrang, Saeed, Jafari Tadi, Mojtaba, Knuutila, Timo, Jaakkola, Jussi, Jaakkola, Samuli, Kiviniemi, Tuomas, Vasankari, Tuija, Airaksinen, Juhani, Koivisto, Tero, Pänkäälä, Mikko
Published in Physiological measurement (25.05.2022)
Published in Physiological measurement (25.05.2022)
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Journal Article
Classification of Atrial Fibrillation and Acute Decompensated Heart Failure Using Smartphone Mechanocardiography: A Multilabel Learning Approach
Mehrang, Saeed, Lahdenoja, Olli, Kaisti, Matti, Tadi, Mojtaba Jafari, Hurnanen, Tero, Airola, Antti, Knuutila, Timo, Jaakkola, Jussi, Jaakkola, Samuli, Vasankari, Tuija, Kiviniemi, Tuomas, Airaksinen, Juhani, Koivisto, Tero, Pankaala, Mikko
Published in IEEE sensors journal (15.07.2020)
Published in IEEE sensors journal (15.07.2020)
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Journal Article
Reliability of Self-Applied Smartphone Mechanocardiography for Atrial Fibrillation Detection
Mehrang, Saeed, Airaksinen, Juhani, Koivisto, Tero, Pankaala, Mikko, Tadi, Mojtaba Jafari, Hurnanen, Tero, Knuutila, Timo, Lahdenoja, Olli, Jaakkola, Jussi, Jaakkola, Samuli, Vasankari, Tuija, Kiviniemi, Tuomas
Published in IEEE access (2019)
Published in IEEE access (2019)
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Journal Article
METHOD AND APPARATUS FOR PRODUCING INFORMATION INDICATIVE OF CARDIAC CONDITION
PAENKAEAELAE MIKKO, VALTONEN TUOMAS, AIRAKSINEN JUHANI, KOIVISTO TERO, JAFARI TADI MOJTABA
Year of Publication 15.09.2023
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Year of Publication 15.09.2023
Patent
METHOD AND APPARATUS FOR PRODUCING INFORMATION INDICATIVE OF CARDIAC CONDITION
PAENKAEAELAE MIKKO, VALTONEN TUOMAS, AIRAKSINEN JUHANI, KOIVISTO TERO, JAFARI TADI MOJTABA
Year of Publication 11.09.2023
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Year of Publication 11.09.2023
Patent
심장 이상을 표시하는 정보를 생성하기 위한 장치
SARASTE ANTTI, PAENKAEAELAE MIKKO, KOIVISTO TERO, JAFARI TADI MOJTABA, AIRAKSINEN JUHANI, BLOMSTER JUUSO
Year of Publication 14.06.2021
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Year of Publication 14.06.2021
Patent
심장 상태를 나타내는 정보를 생성하는 방법 및 장치
PAENKAEAELAE MIKKO, VALTONEN TUOMAS, AIRAKSINEN JUHANI, KOIVISTO TERO, JAFARI TADI MOJTABA
Year of Publication 24.07.2018
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Year of Publication 24.07.2018
Patent
Machine Learning Based Classification of Myocardial Infarction Conditions Using Smartphone-Derived Seismo- and Gyrocardiography
Mehrang, Saeed, Jafari Tadi, Mojtaba, Kaisti, Matti, Lahdenoja, Olli, Vasankari, Tuija, Kiviniemi, Tuomas, Airaksinen, Juhani, Koivisto, Tero, Pankaala, Mikko
Published in 2018 Computing in Cardiology Conference (CinC) (01.09.2018)
Published in 2018 Computing in Cardiology Conference (CinC) (01.09.2018)
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