Tanja Tarvainen

19 papers Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Score-based diffusion models for diffuse optical tomography with uncertainty quantification.
CoRR
Fabian Schneider, Meghdoot Mozumder, Konstantin Tamarov, Leila Taghizadeh, Tanja Tarvainen, Tapio Helin, Duc-Lam Duong
2025 J jnl
Fast reconstruction approaches for photoacoustic tomography with smoothing Sobolev/Matérn priors.
CoRR
Jaakko Kultima, Ronny Ramlau, Teemu Sahlström, Tanja Tarvainen
2023 J jnl
Model-based reconstructions for quantitative imaging in photoacoustic tomography.
CoRR
Andreas Hauptmann, Tanja Tarvainen
2023 J jnl
Utilizing Variational Autoencoders in the Bayesian Inverse Problem of Photoacoustic Tomography.
SIAM J. Imaging Sci.
Teemu Sahlström, Tanja Tarvainen
2022 J jnl
A Model-Based Iterative Learning Approach for Diffuse Optical Tomography.
IEEE Trans. Medical Imaging
Meghdoot Mozumder, Andreas Hauptmann, Ilkka Nissilä, Simon R. Arridge, Tanja Tarvainen
2022 J jnl
Sparsity promoting reconstructions via hierarchical prior models in diffuse optical tomography.
CoRR
Anssi Manninen, Meghdoot Mozumder, Tanja Tarvainen, Andreas Hauptmann
2021 J jnl
On Learned Operator Correction in Inverse Problems.
SIAM J. Imaging Sci.
Sebastian Lunz, Andreas Hauptmann, Tanja Tarvainen, Carola-Bibiane Schönlieb, Simon R. Arridge
2020 J jnl
Modeling of Errors Due to Uncertainties in Ultrasound Sensor Locations in Photoacoustic Tomography.
IEEE Trans. Medical Imaging
Teemu Sahlström, Aki Pulkkinen, Jenni Tick, Jarkko Leskinen, Tanja Tarvainen
2020 J jnl
On Learned Operator Correction.
CoRR
Sebastian Lunz, Andreas Hauptmann, Tanja Tarvainen, Carola-Bibiane Schönlieb, Simon R. Arridge
2020 J jnl
Perturbation Monte Carlo Method for Quantitative Photoacoustic Tomography.
IEEE Trans. Medical Imaging
Aleksi A. Leino, Tuomas Lunttila, Meghdoot Mozumder, Aki Pulkkinen, Tanja Tarvainen
2018 J jnl
Image Reconstruction with Reliability Assessment in Quantitative Photoacoustic Tomography.
J. Imaging
Niko Hänninen, Aki Pulkkinen, Tanja Tarvainen
2017 J jnl
The D-Bar Method for Diffuse Optical Tomography: A Computational Study.
Exp. Math.
Janne P. Tamminen, Tanja Tarvainen, Samuli Siltanen
2016 J jnl
Direct Estimation of Optical Parameters From Photoacoustic Time Series in Quantitative Photoacoustic Tomography.
IEEE Trans. Medical Imaging
Aki Pulkkinen, Ben T. Cox, Simon R. Arridge, Hwan Goh, Jari P. Kaipio, Tanja Tarvainen
2016 J jnl
Efficient Inclusion of Total Variation Type Priors in Quantitative Photoacoustic Tomography.
SIAM J. Imaging Sci.
Antti Hannukainen, Nuutti Hyvönen, Helle Majander, Tanja Tarvainen
2015 J jnl
Finite element approximation of the radiative transport equation in a medium with piece-wise constant refractive index.
J. Comput. Phys.
Ossi Lehtikangas, Tanja Tarvainen, Arnold D. Kim, Simon R. Arridge
2015 — ch.
Optical Imaging.
Handbook of Mathematical Methods in Imaging
Simon R. Arridge, Jari P. Kaipio, Ville Kolehmainen, Tanja Tarvainen
2013 J jnl
Bayesian Image Reconstruction in Quantitative Photoacoustic Tomography.
IEEE Trans. Medical Imaging
Tanja Tarvainen, Aki Pulkkinen, Ben T. Cox, Jari P. Kaipio, Simon R. Arridge
2011 J jnl
Variable order spherical harmonic expansion scheme for the radiative transport equation using finite elements.
J. Comput. Phys.
P. Surya Mohan, Tanja Tarvainen, Martin Schweiger, Aki Pulkkinen, Simon R. Arridge
2006 — conf
Approximation Errors and Model Reduction in Optical Tomography.
EMBC
Ville Kolehmainen, Simon R. Arridge, Jari P. Kaipio, Martin Schweiger, Erkki Somersalo, Tanja Tarvainen, Marko Vauhkonen