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)

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)

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)

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)

Optimal Control Model for Inverse Radiation Therapy Treatment Planning. - Jouko Tervo; Marko Vauhkonen; Eeva Boman; Petri Kokkonen; Markku T. Nihtilä (CDC/ECC, 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)

Optimizing bioimpedance measurement configuration for dual-gated nuclear medicine imaging: a sensitivity study. - Tuomas Koivumäki; Marko Vauhkonen; Jyrki T. Kuikka; Mikko A. Hakulinen (Medical Biol. Eng. Comput., 2011)

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)

EIT Imaging Regularization Based on Spectral Graph Wavelets. - Bo Gong; Benjamin Schullcke; Sabine Krueger-Ziolek; Marko Vauhkonen; Gerhard Wolf; Ullrich Mueller-Lisse; Knut Moeller (IEEE Trans. Medical Imaging, 2017)

State Estimation with Structural Priors in fMRI. - Ville-Veikko Wettenhovi; Ville Kolehmainen; Joanna K. Huttunen; Mikko I. Kettunen; Olli Gröhn; Marko Vauhkonen (J. Math. Imaging Vis., 2018)

Temporal Huber Regularization for DCE-MRI. - Matti Hanhela; Mikko I. Kettunen; Olli Gröhn; Marko Vauhkonen; Ville Kolehmainen (J. Math. Imaging Vis., 2020)

Estimation of Moisture Content Distribution in Porous Foam Using Microwave Tomography With Neural Networks. - Timo Lähivaara; Rahul Yadav; Guido Link; Marko Vauhkonen (IEEE Trans. Computational Imaging, 2020)

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

Data-Driven Regularization Parameter Selection in Dynamic MRI. - Matti Hanhela; Olli Gröhn; Mikko I. Kettunen; Kati Niinimäki; Marko Vauhkonen; Ville Kolehmainen (J. Imaging, 2021)

System Identification of Conveyor Belt Microwave Drying Process of Polymer Foams Using Electrical Capacitance Tomography. - Marzieh Hosseini; Anna Kaasinen; Mahdi Aliyari Shoorehdeli; Guido Link; Timo Lähivaara; Marko Vauhkonen (Sensors, 2021)

An Electromagnetic Time-Reversal Imaging Algorithm for Moisture Detection in Polymer Foam in an Industrial Microwave Drying System. - Adel Omrani; Rahul Yadav; Guido Link; Timo Lähivaara; Marko Vauhkonen; John Jelonnek (Sensors, 2021)

Microwave Tomography Using Neural Networks for Its Application in an Industrial Microwave Drying System. - Rahul Yadav; Adel Omrani; Guido Link; Marko Vauhkonen; Timo Lähivaara (Sensors, 2021)

Joint Reconstruction of Conductivity and Velocity in Two-Phase Flows Using Electromagnetic Flow Tomography and Electrical Tomography: A Simulation Study. - M. Ziaul Arif; Ossi Lehtikangas; Aku Seppänen; Ville Kolehmainen; Marko Vauhkonen (IEEE Trans. Instrum. Meas., 2021)

Nonstationary Image Reconstruction in Ultrasonic Transmission Tomography Using Kalman Filter and Dimension Reduction. - Guanghui Liang; Feng Dong 001; Ville Kolehmainen; Marko Vauhkonen; Shangjie Ren (IEEE Trans. Instrum. Meas., 2021)

State Estimation of Time-Varying MRI with Radial Golden Angle Sampling. - Ville-Veikko Wettenhovi; Ville Kolehmainen; Mikko I. Kettunen; Olli Gröhn; Marko Vauhkonen (J. Math. Imaging Vis., 2022)

A Review on Fast Tomographic Imaging Techniques and Their Potential Application in Industrial Process Control. - Uwe Hampel; Laurent Babout; Robert Banasiak; Eckhard Schleicher; Manuchehr Soleimani; Thomas Wondrak; Marko Vauhkonen; Timo Lähivaara; Chao Tan; Brian Hoyle; Alexander Penn (Sensors, 2022)

Multistatic Uniform Diffraction Tomography Derived Structural-Prior in Bayesian Inversion Framework for Microwave Tomography. - Adel Omrani; Rahul Yadav; Guido Link; Timo Lähivaara; Marko Vauhkonen; John Jelonnek (IEEE Trans. Computational Imaging, 2022)

Dual-Modal Electrical Imaging of Two-Phase Flow - Experimental Evaluation of the State Estimation Approach. - M. Ziaul Arif; Aku Seppänen; Ville Kolehmainen; Marko Vauhkonen (Sensors, 2023)