Pasi A. Karjalainen

Publication Activity (10 Years)

Years Active: 1997-2022
Publications (10 Years): 3

Top Topics

Disease Diagnosis

Top Venues

IEEE Trans. Biomed. Eng.

Biomed. Signal Process. Control.

Publications

Amir Esrafilian, Lauri Stenroth, Mika E. Mononen, Paavo Vartiainen, Petri Tanska, Pasi A. Karjalainen, Juha-Sampo Suomalainen, Jari P. A. Arokoski, David John Saxby, David G. Lloyd, Rami K. Korhonen
An EMG-Assisted Muscle-Force Driven Finite Element Analysis Pipeline to Investigate Joint- and Tissue-Level Mechanical Responses in Functional Activities: Towards a Rapid Assessment Toolbox. IEEE Trans. Biomed. Eng. 69 (9) (2022)
Mari-Anne Wallius, Susanna Järvelin-Pasanen, Saara M. Rissanen, Pasi A. Karjalainen, Kimmo Räsänen
An Overview of Strategies for Reducing Upper Extremity Physical Exposure Associated With Floor Mopping: A Systematic Review. Hum. Factors 61 (1) (2019)
Verneri Ruonala, Mika P. Tarvainen, Pasi A. Karjalainen, Eero Pekkonen, Saara M. Rissanen
Autonomic nervous system response to L-dopa in patients with advanced Parkinson's disease. EMBC (2015)
Paavo Vartiainen, Timo Bragge, Jari P. Arokoski, Pasi A. Karjalainen
Nonlinear State-Space Modeling of Human Motion Using 2-D Marker Observations. IEEE Trans. Biomed. Eng. 61 (7) (2014)
German Miroshnichenko, Anna Kuzmina, Alexander Meigal, Mark Burkin, Saara M. Rissanen, Pasi A. Karjalainen
Surface EMG parameters in schizophrenia patients. EMBC (2014)
Mika P. Tarvainen, Juha-Pekka Niskanen, Jukka Antero Lipponen, Perttu O. Ranta-aho, Pasi A. Karjalainen
Kubios HRV - Heart rate variability analysis software. Comput. Methods Programs Biomed. 113 (1) (2014)
Verneri Ruonala, Eero Pekkonen, Saara M. Rissanen, Olavi Airaksinen, German Miroshnichenko, Markku Kankaanpää, Pasi A. Karjalainen
Dynamic tension EMG to characterize the effects of DBS treatment of advanced Parkinson's disease. EMBC (2014)
Verneri Ruonala, Alexander Meigal, Saara M. Rissanen, Olavi Airaksinen, Markku Kankaanpää, Pasi A. Karjalainen
EMG signal morphology in essential tremor and Parkinson's disease. EMBC (2013)
Jukka Antero Lipponen, Valerie Gladwell, Hannu Kinnunen, Pasi A. Karjalainen, Mika P. Tarvainen
The correlation of vectorcardiographic changes to blood lactate concentration during an exercise test. Biomed. Signal Process. Control. 8 (6) (2013)
Pekka Kuoppa, Eini Niskanen, Pasi A. Karjalainen, Mika P. Tarvainen
Cerebral cortex and sub-cortex lateralization in cardiovascular regulation: Correlations of BOLD fMRI and heart rate variability. EMBC (2012)
Jukka Antero Lipponen, Mika P. Tarvainen, Tomi Laitinen, Pasi A. Karjalainen, Joonas Vanninen, Timo Koponen, Tiina Lyyra-Laitinen
Estimation of arterial baroreflex sensitivity in relation to carotid artery stiffness. EMBC (2012)
Jukka Antero Lipponen, J. Kemppainen, Pasi A. Karjalainen, Tomi Laitinen, H. Mikola, T. Kärki, Mika P. Tarvainen
Hypoglycemia detection based on cardiac repolarization features. EMBC (2011)
Saara M. Rissanen, Markku Kankaanpää, Mika P. Tarvainen, Juho Nuutinen, Olavi Airaksinen, Pasi A. Karjalainen
EMG and acceleration signal analysis for quantifying the effects of medication in Parkinson's disease. EMBC (2011)
Jukka Antero Lipponen, Pasi A. Karjalainen, Mika P. Tarvainen, J. Kemppainen, H. Mikkola, T. Kärki, Tomi Laitinen
Continuous Analysis of Repolarization Characteristics during Insulin Induced Hypoglycemia. BIOSIGNALS (2011)
Saara M. Rissanen, Markku Kankaanpää, Mika P. Tarvainen, Vera Novak, Peter Novak, Kun Hu, Brad Manor, Olavi Airaksinen, Pasi A. Karjalainen
Analysis of EMG and Acceleration Signals for Quantifying the Effects of Deep Brain Stimulation in Parkinson's Disease. IEEE Trans. Biomed. Eng. 58 (9) (2011)
Jukka Antero Lipponen, Mika P. Tarvainen, Tomi Laitinen, Tiina Lyyra-Laitinen, Pasi A. Karjalainen
A Principal Component Regression Approach for Estimation of Ventricular Repolarization Characteristics. IEEE Trans. Biomed. Eng. 57 (5) (2010)
Perttu O. Ranta-aho, Stefanos Georgiadis, Timo Bragge, Eini Niskanen, Mika P. Tarvainen, Ina M. Tarkka, Pasi A. Karjalainen
Motion and Single-trial Biosignal Analysis Platform for Monitoring of Rehabilitation. B-Interface (2010)
Saara M. Rissanen, Markku Kankaanpää, Mika P. Tarvainen, Alexander Meigal, Juho Nuutinen, Ina M. Tarkka, Olavi Airaksinen, Pasi A. Karjalainen
Analysis of Dynamic Voluntary Muscle Contractions in Parkinson's Disease. IEEE Trans. Biomed. Eng. 56 (9) (2009)
Saara M. Rissanen, Markku Kankaanpää, Alexander Meigal, Mika P. Tarvainen, Juho Nuutinen, Ina M. Tarkka, Olavi Airaksinen, Pasi A. Karjalainen
Surface EMG and acceleration signals in Parkinson's disease: feature extraction and cluster analysis. Medical Biol. Eng. Comput. 46 (9) (2008)
Mika P. Tarvainen, Tomi Laitinen, Tiina Lyyra-Laitinen, Juha-Pekka Niskanen, Pasi A. Karjalainen
A Principal Component Regression Approach for Estimating Ventricular Repolarization Duration Variability. EURASIP J. Adv. Signal Process. 2007 (2007)
Stefanos Georgiadis, Perttu O. Ranta-aho, Mika P. Tarvainen, Pasi A. Karjalainen
A Subspace Method for Dynamical Estimation of Evoked Potentials. Comput. Intell. Neurosci. 2007 (2007)
Perttu O. Ranta-aho, Mika P. Tarvainen, Stefanos Georgiadis, Juha-Pekka Niskanen, Pasi A. Karjalainen, Minna Valkonen-Korhonen, J. Lehtonen
On Correlation Between Single-Trial ERP and GSR Responses: a Principal Component Regression Approach. EMBC (2006)
Mika P. Tarvainen, Juha-Pekka Niskanen, Pasi A. Karjalainen, Tomi Laitinen, Tiina Lyyra-Laitinen
Noise Sensitivity of a Principal Component Regression Based RT Interval Variability Estimation Method. EMBC (2006)
Stefanos Georgiadis, Perttu O. Ranta-aho, Mika P. Tarvainen, Pasi A. Karjalainen
Single-trial dynamical estimation of event-related potentials: a Kalman filter-based approach. IEEE Trans. Biomed. Eng. 52 (8) (2005)
Mika P. Tarvainen, Jaana K. Hiltunen, Perttu O. Ranta-aho, Pasi A. Karjalainen
Estimation of nonstationary EEG with Kalman smoother approach: an application to event-related synchronization (ERS). IEEE Trans. Biomed. Eng. 51 (3) (2004)
Mikko Kervinen, Marko Vauhkonen, Jari P. Kaipio, Pasi A. Karjalainen
Time-varying reconstruction in single photon emission computed tomography. Int. J. Imaging Syst. Technol. 14 (5) (2004)
Juha-Pekka Niskanen, Mika P. Tarvainen, Perttu O. Ranta-aho, Pasi A. Karjalainen
Software for advanced HRV analysis. Comput. Methods Programs Biomed. 76 (1) (2004)
Perttu O. Ranta-aho, Anu S. Koistinen, Jorma O. Ollikainen, Jari P. Kaipio, Juhani Partanen, Pasi A. Karjalainen
Single-trial estimation of multichannel evoked-potential measurements. IEEE Trans. Biomed. Eng. 50 (2) (2003)
Mika P. Tarvainen, Perttu O. Ranta-aho, Pasi A. Karjalainen
An advanced detrending method with application to HRV analysis. IEEE Trans. Biomed. Eng. 49 (2) (2002)
Jorma O. Ollikainen, Marko Vauhkonen, Pasi A. Karjalainen, Jari P. Kaipio
A New Computational Approach for Cortical Imaging. IEEE Trans. Medical Imaging 20 (4) (2001)
Mika P. Tarvainen, Anu S. Koistinen, Minna Valkonen-Korhonen, Juhani Partanen, Pasi A. Karjalainen
Analysis of galvanic skin responses with principal components and clustering techniques. IEEE Trans. Biomed. Eng. 48 (10) (2001)
Jari P. Kaipio, Pasi A. Karjalainen, Marko Juntunen
Perturbation expansions in polynomial root tracking. Signal Process. 80 (3) (2000)
Pasi A. Karjalainen, Jari P. Kaipio, Anu S. Koistinen, Marko Vauhkonen
Subspace regularization method for the single-trial estimation of evoked potentials. IEEE Trans. Biomed. Eng. 46 (7) (1999)
Marko Vauhkonen, Dénes Vadász, Pasi A. Karjalainen, Erkki Somersalo, Jari P. Kaipio
Tikhonov regularization and prior information in electrical impedance tomography. IEEE Trans. Medical Imaging 17 (2) (1998)
Jari P. Kaipio, Pasi A. Karjalainen
Estimation of event-related synchronization changes by a new TVAR method. IEEE Trans. Biomed. Eng. 44 (8) (1997)
Jari P. Kaipio, Pasi A. Karjalainen
Simulation of nonstationary EEG. Biol. Cybern. 76 (5) (1997)