Analysis of galvanic skin responses with principal components and clustering techniques. - Mika P. Tarvainen; Anu S. Koistinen; Minna Valkonen-Korhonen; Juhani Partanen; Pasi A. Karjalainen (IEEE Trans. Biomed. Eng., 2001)

An advanced detrending method with application to HRV analysis. - Mika P. Tarvainen; Perttu O. Ranta-aho; Pasi A. Karjalainen (IEEE Trans. Biomed. Eng., 2002)

Software for advanced HRV analysis. - Juha-Pekka Niskanen; Mika P. Tarvainen; Perttu O. Ranta-aho; Pasi A. Karjalainen (Comput. Methods Programs Biomed., 2004)

Estimation of nonstationary EEG with Kalman smoother approach: an application to event-related synchronization (ERS). - Mika P. Tarvainen; Jaana K. Hiltunen; Perttu O. Ranta-aho; Pasi A. Karjalainen (IEEE Trans. Biomed. Eng., 2004)

Single-trial dynamical estimation of event-related potentials: a Kalman filter-based approach. - Stefanos Georgiadis; Perttu O. Ranta-aho; Mika P. Tarvainen; Pasi A. Karjalainen (IEEE Trans. Biomed. Eng., 2005)

On Correlation Between Single-Trial ERP and GSR Responses: a Principal Component Regression Approach. - Perttu O. Ranta-aho; Mika P. Tarvainen; Stefanos Georgiadis; Juha-Pekka Niskanen; Pasi A. Karjalainen; Minna Valkonen-Korhonen; J. Lehtonen (EMBC, 2006)

Noise Sensitivity of a Principal Component Regression Based RT Interval Variability Estimation Method. - Mika P. Tarvainen; Juha-Pekka Niskanen; Pasi A. Karjalainen; Tomi Laitinen; Tiina Lyyra-Laitinen (EMBC, 2006)

A Subspace Method for Dynamical Estimation of Evoked Potentials. - Stefanos Georgiadis; Perttu O. Ranta-aho; Mika P. Tarvainen; Pasi A. Karjalainen (Comput. Intell. Neurosci., 2007)

A Principal Component Regression Approach for Estimating Ventricular Repolarization Duration Variability. - Mika P. Tarvainen; Tomi Laitinen; Tiina Lyyra-Laitinen; Juha-Pekka Niskanen; Pasi A. Karjalainen (EURASIP J. Adv. Signal Process., 2007)

Surface EMG and acceleration signals in Parkinson's disease: feature extraction and cluster analysis. - Saara M. Rissanen; Markku Kankaanpää; Alexander Meigal; Mika P. Tarvainen; Juho Nuutinen; Ina M. Tarkka; Olavi Airaksinen; Pasi A. Karjalainen (Medical Biol. Eng. Comput., 2008)

Processing intrusion detection alert aggregates with time series modeling. - Jouni Viinikka; Hervé Debar; Ludovic Mé; Anssi Lehikoinen; Mika P. Tarvainen (Inf. Fusion, 2009)

Analysis of Dynamic Voluntary Muscle Contractions in Parkinson's Disease. - Saara M. Rissanen; Markku Kankaanpää; Mika P. Tarvainen; Alexander Meigal; Juho Nuutinen; Ina M. Tarkka; Olavi Airaksinen; Pasi A. Karjalainen (IEEE Trans. Biomed. Eng., 2009)

Motion and Single-trial Biosignal Analysis Platform for Monitoring of Rehabilitation. - Perttu O. Ranta-aho; Stefanos Georgiadis; Timo Bragge; Eini Niskanen; Mika P. Tarvainen; Ina M. Tarkka; Pasi A. Karjalainen (B-Interface, 2010)

A Principal Component Regression Approach for Estimation of Ventricular Repolarization Characteristics. - Jukka Antero Lipponen; Mika P. Tarvainen; Tomi Laitinen; Tiina Lyyra-Laitinen; Pasi A. Karjalainen (IEEE Trans. Biomed. Eng., 2010)

Continuous Analysis of Repolarization Characteristics during Insulin Induced Hypoglycemia. - Jukka Antero Lipponen; Pasi A. Karjalainen; Mika P. Tarvainen; Jukka Kemppainen; H. Mikkola; T. Kärki; Tomi Laitinen (BIOSIGNALS, 2011)

Hypoglycemia detection based on cardiac repolarization features. - Jukka Antero Lipponen; Jukka Kemppainen; Pasi A. Karjalainen; Tomi Laitinen; H. Mikola; T. Kärki; Mika P. Tarvainen (EMBC, 2011)

EMG and acceleration signal analysis for quantifying the effects of medication in Parkinson's disease. - Saara M. Rissanen; Markku Kankaanpää; Mika P. Tarvainen; Juho Nuutinen; Olavi Airaksinen; Pasi A. Karjalainen (EMBC, 2011)

Analysis of EMG and Acceleration Signals for Quantifying the Effects of Deep Brain Stimulation in Parkinson's Disease. - Saara M. Rissanen; Markku Kankaanpää; Mika P. Tarvainen; Vera Novak; Peter Novak; Kun Hu; Brad Manor; Olavi Airaksinen; Pasi A. Karjalainen (IEEE Trans. Biomed. Eng., 2011)

Cerebral cortex and sub-cortex lateralization in cardiovascular regulation: Correlations of BOLD fMRI and heart rate variability. - Pekka Kuoppa; Eini Niskanen; Pasi A. Karjalainen; Mika P. Tarvainen (EMBC, 2012)

Estimation of arterial baroreflex sensitivity in relation to carotid artery stiffness. - Jukka Antero Lipponen; Mika P. Tarvainen; Tomi Laitinen; Pasi A. Karjalainen; Joonas Vanninen; Timo Koponen; Tiina Lyyra-Laitinen (EMBC, 2012)

Advanced Maternal ECG Removal and Noise Reduction for Application of Fetal QRS Detection. - Jukka Antero Lipponen; Mika P. Tarvainen (CinC, 2013)

Using renyi entropy to detect early cardiac autonomic neuropathy. - David J. Cornforth; Mika P. Tarvainen; Herbert F. Jelinek (EMBC, 2013)

Dynamic modeling of respiratory sinus arrhythmia component from HRV with multivariate Kalman smoother. - Pekka Kuoppa; Jukka Antero Lipponen; Mika P. Tarvainen (EMBC, 2013)

Complexity of heart rate variability in type 2 diabetes - effect of hyperglycemia. - Mika P. Tarvainen; David J. Cornforth; Pekka Kuoppa; Jukka Antero Lipponen; Herbert F. Jelinek (EMBC, 2013)

The correlation of vectorcardiographic changes to blood lactate concentration during an exercise test. - Jukka Antero Lipponen; Valerie Gladwell; Hannu Kinnunen; Pasi A. Karjalainen; Mika P. Tarvainen (Biomed. Signal Process. Control., 2013)

Automated Selection of Measures of Heart Rate Variability for Detection of Early Cardiac Autonomic Neuropathy. - David Cornforth; Mika P. Tarvainen; Herbert F. Jelinek (CinC, 2014)

Visualization methods for assisting detection of cardiovascular neuropathy. - David J. Cornforth; Mika P. Tarvainen; Herbert F. Jelinek (EMBC, 2014)

Principal component analysis of heart rate variability data in assessing cardiac autonomic neuropathy. - Mika P. Tarvainen; David J. Cornforth; Herbert F. Jelinek (EMBC, 2014)

Relation of arterial stiffness and axial motion of the carotid artery wall - A pilot study to test our motion tracking algorithm in practice. - Heikki Yli-Ollila; Tomi Laitinen; Matti Weckström; Mika P. Tarvainen; Tiina Laitinen (EMBC, 2014)

Kubios HRV - Heart rate variability analysis software. - Mika P. Tarvainen; Juha-Pekka Niskanen; Jukka Antero Lipponen; Perttu O. Ranta-aho; Pasi A. Karjalainen (Comput. Methods Programs Biomed., 2014)

Is a Short Re-Feeding Program Effective in Reducing Adverse Cardiac Events in Eating Disorder Patients? - Herbert F. Jelinek; Mika P. Tarvainen; David J. Cornforth; Ian Spence; Jan Russell (CinC, 2015)

Endurance Exercise Improves Heart Rate Complexity in the Presence of Vagal Withdrawal in Young Adults. - Steven Perkins; Herbert F. Jelinek; Beverlie de Jong; David Cornforth; Mika P. Tarvainen; Hayder Al-Aubaidy (CinC, 2015)

Multiscale Renyi Entropy and Cardiac Autonomic Neuropathy. - Herbert F. Jelinek; David J. Cornforth; Mika P. Tarvainen; Neboja T. Miloevic (CSCS, 2015)

Autonomic nervous system response to L-dopa in patients with advanced Parkinson's disease. - Verneri Ruonala; Mika P. Tarvainen; Pasi A. Karjalainen; Eero Pekkonen; Saara M. Rissanen (EMBC, 2015)

A Comparison of Nonlinear Measures for the Detection of Cardiac Autonomic Neuropathy from Heart Rate Variability. - David Cornforth; Herbert F. Jelinek; Mika P. Tarvainen (Entropy, 2015)

Heart rate reactivity associated to positive and negative food and non-food visual stimuli. - Pekka Kuoppa; Mika P. Tarvainen; Leila Karhunen; Johanna Närväinen (EMBC, 2016)

Socioeconomic status, age and heart rate variability in a Bangladeshi community. - Nishat E.-Sharmin Trisha; Herbert F. Jelinek; Mika P. Tarvainen; David J. Cornforth; Dewan S. Alam; Megan Smith (EMBC, 2016)

Investigation of Linear and Nonlinear Properties of a Heartbeat Time Series Using Multiscale Rényi Entropy. - Herbert F. Jelinek; David J. Cornforth; Mika P. Tarvainen; Kinda Khalaf (Entropy, 2019)

Verbalization has regulatory influences on autonomic activity during recall of unpleasant experience. - Antti Rantanen; Seppo J. Laukka; Antti Siipo; Suvi Tiinanen; Mika P. Tarvainen; Jukka Kortelainen; Matti Lehtihalmes; Tapio Seppänen (Speech Commun., 2021)

Heart Rate Variability Analysis Reveals a Non-monotonic Relationship Between Humanin Concentration and Cardiac Autonomic Regulation. - Hibba Yousef; Ahsan H. Khandoker; Samuel F. Feng; Mika P. Tarvainen; Herbert F. Jelinek (CinC, 2022)

Risk of Post-Percutaneous Coronary Intervention Adverse Cardiac Events: What Does the Autonomic Nervous Systems Have to Do with It? - Herbert F. Jelinek; Lama Rehman; Mika P. Tarvainen; Mohammed Andron (CinC, 2023)