Jussi Toivanen

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Information Publications

Research groups

Inverse Problems research group

Keywords

bayesian methods inverse problems mathematical modelling medical imaging scientific computing tomography

Publications

14/14 items

Fast 3D Partial Boundary Data EIT Reconstructions using Direct Inversion CGO-based Methods
Hamilton, S J; Muller, P A; Kolehmainen, V; Toivanen, J, 2026, IEEE transactions on biomedical engineering, 73, 7, 2435-2446. A1 Journal article (refereed), original research
Biomechanical simulations of intracerebral hemorrhage expansion show tissue displacement has significant impact on electrical impedance tomography results
Paldanius, Antti; Toivanen, Jussi; Forss, Nina; Strbian, Daniel; Kolehmainen, Ville; Hyttinen, Jari, 2025, Brain research bulletin, 223, 111265. A1 Journal article (refereed), original research
Graph convolutional networks enable fast hemorrhagic stroke monitoring with electrical impedance tomography
Toivanen, J.; Kolehmainen, V.; Paldanius, A.; Hanninen, A.; Hauptmann, A.; Hamilton, S. J., 2025, IEEE transactions on biomedical engineering, 73, 2, 851-861. A1 Journal article (refereed), original research
Projection-Based Preprocessing for Electrical Impedance Tomography to Reduce the Effect of Electrode Contacts
Jääskeläinen, A; Toivanen, J; Hänninen, A; Kolehmainen, V; Hyvönen, N, 2025, Siam journal on imaging sciences, 18, 3, 1681-1706. A1 Journal article (refereed), original research
Simulation-based feasibility study of monitoring of intracerebral hemorrhages and detection of secondary hemorrhages using electrical impedance tomography
Toivanen, Jussi; Paldanius, Antti; Dekdouk, Bachir; Candiani, Valentina; Hänninen, Asko; Savolainen, Tuomo; Strbian, Daniel; Forss, Nina; Hyvönen, Nuutti; Hyttinen, Jari; Kolehmainen, Ville, 2024, Journal of medical imaging, 11, 1, 014502. A1 Journal article (refereed), original research
Fast absolute 3D CGO-based electrical impedance tomography on experimental tank data
Hamilton, Sarah J; Muller, Peter A; Isaacson, David; Kolehmainen, Ville; Newell, Jonathan C; Rajabi Shishvan, Omid; Saulnier, Gary J; Toivanen, Jussi, 2022, Physiological measurement, 43, 12, 124001. A1 Journal article (refereed), original research
3D Electrical Impedance Tomography reconstructions from simulated electrode data using direct inversion t(exp) and Calderón methods
Hamilton, Sarah J; Isaacson, David; Kolehmainen, Ville; Muller, Peter A; Toivanen, Jussi; Bray, Patrick F, 2021, Inverse problems and imaging, 15, 5, 1135-1169. A1 Journal article (refereed), original research
Monitoring hemorrhagic strokes using EIT
Toivanen, Jussi; Hänninen, Asko; Savolainen, Tuomo; Forss, Nina; Kolehmainen, Ville, 2021, Annus, Paul; Min, Mart, Bioimpedance and Spectroscopy, 271-298. D2 Article in a professional book (incl. an introduction by the editor)
Sensitivity Analysis Highlights the Importance of Accurate Head Models for Electrical Impedance Tomography Monitoring of Intracerebral Hemorrhagic Stroke
Paldanius, Antti; Dekdouk, Bachir; Toivanen, Jussi; Kolehmainen, Ville; Hyttinen, Jari, 2021, IEEE transactions on biomedical engineering, 2022; 69, 4, 1491-1501. A1 Journal article (refereed), original research
Joint reconstruction in low dose multi-energy CT
Toivanen, Jussi; Meaney, Alexander; Siltanen, Samuli; Kolehmainen, Ville, 2020, Inverse problems and imaging, 14, 4, 607-629. A1 Journal article (refereed), original research
Thermal tomography utilizing truncated Fourier series approximation of the heat diffusion equation
Toivanen JM, Tarvainen T, Huttunen JMJ, Savolainen T, Pulkkinen A, Orlande HRB, Kaipio JP, Kolehmainen V, 2017, International journal of heat and mass transfer, 108, Part A, 860-867. A1 Journal article (refereed), original research
Thermal Tomography
Toivanen Jussi, 2016, Publications of the University of Eastern Finland. Dissertations in Forestry and Natural Sciences. G5 Doctoral dissertation (article)
3D thermal tomography with experimental measurement data
Toivanen Jussi, Tarvainen Tanja, Huttunen Janne, Savolainen Tuomo, Orlande Helcio, Kaipio Jari, Kolehmainen Ville, 2014, International journal of heat and mass transfer, 78, 1126-1134. A1 Journal article (refereed), original research
Simultaneous estimation of spatially distributed thermal conductivity, heat capacity and surface heat transfer coefficient in thermal tomography
Toivanen Jussi M, Kolehmainen Ville, Tarvainen Tanja, Orlande Helcio RB, Kaipio Jari P, 2012, International journal of heat and mass transfer, 55, 7958-7968. A1 Journal article (refereed), original research

Refine your search

Research groups

Keywords

Fast 3D Partial Boundary Data EIT Reconstructions using Direct Inversion CGO-based Methods

Biomechanical simulations of intracerebral hemorrhage expansion show tissue displacement has significant impact on electrical impedance tomography results

Graph convolutional networks enable fast hemorrhagic stroke monitoring with electrical impedance tomography

Projection-Based Preprocessing for Electrical Impedance Tomography to Reduce the Effect of Electrode Contacts

Simulation-based feasibility study of monitoring of intracerebral hemorrhages and detection of secondary hemorrhages using electrical impedance tomography

Fast absolute 3D CGO-based electrical impedance tomography on experimental tank data

3D Electrical Impedance Tomography reconstructions from simulated electrode data using direct inversion t(exp) and Calderón methods

Monitoring hemorrhagic strokes using EIT

Sensitivity Analysis Highlights the Importance of Accurate Head Models for Electrical Impedance Tomography Monitoring of Intracerebral Hemorrhagic Stroke

Joint reconstruction in low dose multi-energy CT

Thermal tomography utilizing truncated Fourier series approximation of the heat diffusion equation

Thermal Tomography

3D thermal tomography with experimental measurement data

Simultaneous estimation of spatially distributed thermal conductivity, heat capacity and surface heat transfer coefficient in thermal tomography