Niko Hänninen - UEFConnect

Refine your search

Information Publications

Research groups

Inverse Problems research group 01.01.2010 -

Keywords

bayesian methods imaging inverse problems photoacoustics tomography uncertainty quantification

Publications

8/8 items

Estimating absorption and scattering in quantitative photoacoustic tomography with an adaptive Monte Carlo method for light transport
Hänninen, Niko; Pulkkinen, Aki; Arridge, Simon; Tarvainen, Tanja. 2024. Inverse problems and imaging. 18: 1052-1077 A1 Journal article (refereed), original research
Image reconstruction and uncertainty quantification in quantitative photoacoustic tomography
Hänninen, Niko. 2023. Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology G5 Doctoral dissertation (article)
Image reconstruction in quantitative photoacoustic tomography using adaptive optical Monte Carlo
Hänninen, Niko; Pulkkinen, Aki; Arridge, Simon R; Tarvainen, Tanja. Teoksessa: Oraevsky, Alexander A; Wang, Lihong V(toim.) , 2023. Photons Plus Ultrasound: Imaging and Sensing 2023. s. . SPIE A4 Conference proceedings
Adaptive stochastic Gauss–Newton method with optical Monte Carlo for quantitative photoacoustic tomography
Hänninen, Niko; Pulkkinen, Aki; Arridge, Simon; Tarvainen, Tanja. 2022. Journal of biomedical optics. 27: A1 Journal article (refereed), original research
Compensating modeling errors of diffusion approximation in quantitative photoacoustic tomography using a Bayesian approach
Hänninen, Niko; Pulkkinen, Aki; Leino, Aleksi; Tarvainen, Tanja. Teoksessa: Kim, Chuolhong; Laufer, Jan; Zemp, Roger J(toim.) , 2021. Proc. SPIE, Opto-Acoustic Methods and Applications in Biophotonics V. s. 1192309-1. SPIE A4 Conference proceedings
Application of diffusion approximation in quantitative photoacoustic tomography in the presence of low-scattering regions
Hänninen, Niko; Pulkkinen, Aki; Leino, Aleksi; Tarvainen, Tanja. 2020. Journal of quantitative spectroscopy and radiative transfer. 250: 107065 A1 Journal article (refereed), original research
Image Reconstruction with Reliability Assessment in Quantitative Photoacoustic Tomography
Hänninen, Niko; Pulkkinen, Aki; Tarvainen, Tanja. 2018. Journal of imaging. 4: 148 A1 Journal article (refereed), original research
Imaging of two-dimensional unsaturated moisture flows in uncracked and cracked cement-based materials using electrical capacitance tomography
Voss, Antti; Hänninen, Niko; Pour-Ghaz, Mohammad; Vauhkonen, Marko; Seppänen, Aku. 2018. Materials and structures. 51: 68 A1 Journal article (refereed), original research