Simulation of nonstationary EEG. - Jari P. Kaipio; Pasi A. Karjalainen (Biol. Cybern., 1997)

Simulation of a nonlinear distributed parameter bioreactor by FEM approach. - Markku T. Nihtilä; Jouko Tervo; Jari P. Kaipio (Simul. Pract. Theory, 1997)

Estimation of event-related synchronization changes by a new TVAR method. - Jari P. Kaipio; Pasi A. Karjalainen (IEEE Trans. Biomed. Eng., 1997)

Stabilization of stationary and time-varying autoregressive models. - Marko Juntunen; Jouko Tervo; Jari P. Kaipio (ICASSP, 1998)

A Kalman filter approach to track fast impedance changes in electrical impedance tomography. - Marko Vauhkonen; Pasi A. Karjalainen; Jari P. Kaipio (IEEE Trans. Biomed. Eng., 1998)

Tikhonov regularization and prior information in electrical impedance tomography. - Marko Vauhkonen; Dénes Vadász; Pasi A. Karjalainen; Erkki Somersalo; Jari P. Kaipio (IEEE Trans. Medical Imaging, 1998)

Deterministic regression smoothness priors TVAR modelling. - Jari P. Kaipio; Marko Juntunen (ICASSP, 1999)

Subspace regularization method for the single-trial estimation of evoked potentials. - Pasi A. Karjalainen; Jari P. Kaipio; Anu S. Koistinen; Marko Vauhkonen (IEEE Trans. Biomed. Eng., 1999)

Three-dimensional electrical impedance tomography based on the complete electrode model. - Päivi Vauhkonen; Marko Vauhkonen; Tuomo Savolainen; Jari P. Kaipio (IEEE Trans. Biomed. Eng., 1999)

Time-varying autoregressive modeling of audio and speech signals. - Aki Härmä; Marko Juntunen; Jari P. Kaipio (EUSIPCO, 2000)

Stabilization of smoothness priors deterministic regression TVAR models. - Marko Juntunen; Jari P. Kaipio (ICASSP, 2000)

Perturbation expansions in polynomial root tracking. - Jari P. Kaipio; Pasi A. Karjalainen; Marko Juntunen (Signal Process., 2000)

Fluid dynamical models and state estimation in process tomography: Effect due to inaccuracies in flow fields. - Aku Seppänen; Marko Vauhkonen; Päivi Vauhkonen; Erkki Somersalo; Jari P. Kaipio (J. Electronic Imaging, 2001)

A New Computational Approach for Cortical Imaging. - Jorma O. Ollikainen; Marko Vauhkonen; Pasi A. Karjalainen; Jari P. Kaipio (IEEE Trans. Medical Imaging, 2001)

Single-trial estimation of multichannel evoked-potential measurements. - Perttu O. Ranta-aho; Anu S. Koistinen; Jorma O. Ollikainen; Jari P. Kaipio; Juhani Partanen; Pasi A. Karjalainen (IEEE Trans. Biomed. Eng., 2003)

Using tomographic measurements in process control. - Anna R. Ruuskanen; Aku Seppänen; Stephen Duncan; Erkki Somersalo; Jari P. Kaipio (CDC, 2004)

Time-varying reconstruction in single photon emission computed tomography. - Mikko Kervinen; Marko Vauhkonen; Jari P. Kaipio; Pasi A. Karjalainen (Int. J. Imaging Syst. Technol., 2004)

The Ultra-Weak Variational Formulation for Elastic Wave Problems. - Tomi Huttunen; Peter Monk 001; Francis Collino; Jari P. Kaipio (SIAM J. Sci. Comput., 2004)

Physiological System Identification with the Kalman Filter in Diffuse Optical Tomography. - Solomon Gilbert Diamond; Theodore J. Huppert; Ville Kolehmainen; Maria Angela Franceschini; Jari P. Kaipio; Simon R. Arridge; David A. Boas (MICCAI (2), 2005)

Sequential Monte Carlo estimation of aerosol size distributions. - Arto Voutilainen; Jari P. Kaipio (Comput. Stat. Data Anal., 2005)

Approximation Errors and Model Reduction in Optical Tomography. - Ville Kolehmainen; Simon R. Arridge; Jari P. Kaipio; Martin Schweiger; Erkki Somersalo; Tanja Tarvainen; Marko Vauhkonen (EMBC, 2006)

Dynamic physiological modeling for functional diffuse optical tomography. - Solomon Gilbert Diamond; Theodore J. Huppert; Ville Kolehmainen; Maria Angela Franceschini; Jari P. Kaipio; Simon R. Arridge; David A. Boas (NeuroImage, 2006)

Parallelized Bayesian inversion for three-dimensional dental X-ray imaging. - Ville Kolehmainen; Antti Vanne; Samuli Siltanen; Seppo Järvenpää; Jari P. Kaipio; Matti Lassas; Martti Kalke (IEEE Trans. Medical Imaging, 2006)

A filtering approach for estimating lake water quality from remote sensing data. - Arto Voutilainen; Timo Pyhälahti; Kari Y. Kallio; Jouni Pulliainen; Heikki Haario; Jari P. Kaipio (Int. J. Appl. Earth Obs. Geoinformation, 2007)

Bayesian inversion method for 3D dental X-ray imaging. - Ville Kolehmainen; Antti Vanne; Samuli Siltanen; Seppo Järvenpää; Jari P. Kaipio; Matti Lassas; Martti Kalke (Elektrotech. Informationstechnik, 2007)

Compensation of Modelling Errors Due to Unknown Domain Boundary in Electrical Impedance Tomography. - Antti Nissinen; Ville Kolehmainen; Jari P. Kaipio (IEEE Trans. Medical Imaging, 2011)

Bayesian approach to tree detection with airborne laser scanning. - Timo Lähivaara; Aku Seppänen; Jari P. Kaipio; Jari Vauhkonen; Lauri Korhonen; Timo Tokola; Matti Maltamo (IGARSS, 2012)

Sparsity reconstruction in electrical impedance tomography: An experimental evaluation. - Matthias Gehre; Tobias Kluth; Antti Lipponen; Bangti Jin; Aku Seppänen; Jari P. Kaipio; Peter Maass (J. Comput. Appl. Math., 2012)

Fast Adaptive 3-D Nonstationary Electrical Impedance Tomography Based on Reduced-Order Modeling. - Arto Voutilainen; Antti Lipponen; Tuomo Savolainen; Anssi Lehikoinen; Marko Vauhkonen; Jari P. Kaipio (IEEE Trans. Instrum. Meas., 2012)

Electrical impedance tomography imaging with reduced-order model based on proper orthogonal decomposition. - Antti Lipponen; Aku Seppänen; Jari P. Kaipio (J. Electronic Imaging, 2013)

Bayesian Image Reconstruction in Quantitative Photoacoustic Tomography. - Tanja Tarvainen; Aki Pulkkinen; Ben T. Cox; Jari P. Kaipio; Simon R. Arridge (IEEE Trans. Medical Imaging, 2013)

Bayesian Approach to Tree Detection Based on Airborne Laser Scanning Data. - Timo Lähivaara; Aku Seppänen; Jari P. Kaipio; Jari Vauhkonen; Lauri Korhonen; Timo Tokola; Matti Maltamo (IEEE Trans. Geosci. Remote. Sens., 2014)

Randomize-Then-Optimize for Sampling and Uncertainty Quantification in Electrical Impedance Tomography. - Johnathan M. Bardsley; Aku Seppänen; Antti Solonen; Heikki Haario; Jari P. Kaipio (SIAM/ASA J. Uncertain. Quantification, 2015)

Optical Imaging. - Simon R. Arridge; Jari P. Kaipio; Ville Kolehmainen; Tanja Tarvainen (Handbook of Mathematical Methods in Imaging, 2015)

A Statistical Inverse Problem Approach to Online Secondary Path Modeling in Active Noise Control. - Iman Tabatabaei Ardekani; Jari P. Kaipio; Alireza Nasiri; Hamid R. Sharifzadeh; Waleed H. Abdulla (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Direct Estimation of Optical Parameters From Photoacoustic Time Series in Quantitative Photoacoustic Tomography. - Aki Pulkkinen; Ben T. Cox; Simon R. Arridge; Hwan Goh; Jari P. Kaipio; Tanja Tarvainen (IEEE Trans. Medical Imaging, 2016)

Maximum a posteriori adjustment of adaptive transversal filters in active noise control. - Iman Tabatabaei Ardekani; Xiao Zhang; Hamid R. Sharifzadeh; Jari P. Kaipio (APSIPA, 2017)

Approximation error approach in spatiotemporally chaotic models with application to Kuramoto-Sivashinsky equation. - Janne M. J. Huttunen; Jari P. Kaipio; Heikki Haario (Comput. Stat. Data Anal., 2018)

Improved EEG source localization with Bayesian uncertainty modelling of unknown skull conductivity. - Ville Rimpiläinen; Alexandra Koulouri; Felix Lucka; Jari P. Kaipio; Carsten H. Wolters (NeuroImage, 2019)

An Additive Approximation to Multiplicative Noise. - Ruanui Nicholson; Jari P. Kaipio (J. Math. Imaging Vis., 2020)

Introduction of Sample Based Prior into the D-Bar Method Through a Schur Complement Property. - Talles Batista Rattis Santos; Rafael Mikio Nakanishi; Jari P. Kaipio; Jennifer L. Mueller; Raul Gonzalez Lima (IEEE Trans. Medical Imaging, 2020)

Model reduction in acoustic inversion by artificial neural network. - Janne Koponen; Timo Lähivaara; Jari P. Kaipio; Marko Vauhkonen (CoRR, 2021)

Approximation error method for imaging the human head by electrical impedance tomography. - Valentina Candiani; Nuutti Hyvönen; Jari P. Kaipio; Ville Kolehmainen (CoRR, 2021)