Tanja Tarvainen

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 13

Top Topics

Inverse Problems

Diffuse Optical Tomography

Sparsely Sampled

Top Venues

IEEE Trans. Medical Imaging

SIAM J. Imaging Sci.

J. Comput. Phys.

Publications

Andreas Hauptmann, Tanja Tarvainen
Model-based reconstructions for quantitative imaging in photoacoustic tomography. CoRR (2023)
Teemu Sahlström, Tanja Tarvainen
Utilizing Variational Autoencoders in the Bayesian Inverse Problem of Photoacoustic Tomography. SIAM J. Imaging Sci. 16 (1) (2023)
Meghdoot Mozumder, Andreas Hauptmann, Ilkka Nissilä, Simon R. Arridge, Tanja Tarvainen
A Model-Based Iterative Learning Approach for Diffuse Optical Tomography. IEEE Trans. Medical Imaging 41 (5) (2022)
Anssi Manninen, Meghdoot Mozumder, Tanja Tarvainen, Andreas Hauptmann
Sparsity promoting reconstructions via hierarchical prior models in diffuse optical tomography. CoRR (2022)
Sebastian Lunz, Andreas Hauptmann, Tanja Tarvainen, Carola-Bibiane Schönlieb, Simon R. Arridge
On Learned Operator Correction in Inverse Problems. SIAM J. Imaging Sci. 14 (1) (2021)
Teemu Sahlström, Aki Pulkkinen, Jenni Tick, Jarkko Leskinen, Tanja Tarvainen
Modeling of Errors Due to Uncertainties in Ultrasound Sensor Locations in Photoacoustic Tomography. IEEE Trans. Medical Imaging 39 (6) (2020)
Sebastian Lunz, Andreas Hauptmann, Tanja Tarvainen, Carola-Bibiane Schönlieb, Simon R. Arridge
On Learned Operator Correction. CoRR (2020)
Aleksi A. Leino, Tuomas Lunttila, Meghdoot Mozumder, Aki Pulkkinen, Tanja Tarvainen
Perturbation Monte Carlo Method for Quantitative Photoacoustic Tomography. IEEE Trans. Medical Imaging 39 (10) (2020)
Niko Hänninen, Aki Pulkkinen, Tanja Tarvainen
Image Reconstruction with Reliability Assessment in Quantitative Photoacoustic Tomography. J. Imaging 4 (12) (2018)
Janne P. Tamminen, Tanja Tarvainen, Samuli Siltanen
The D-Bar Method for Diffuse Optical Tomography: A Computational Study. Exp. Math. 26 (2) (2017)
Aki Pulkkinen, Ben T. Cox, Simon R. Arridge, Hwan Goh, Jari P. Kaipio, Tanja Tarvainen
Direct Estimation of Optical Parameters From Photoacoustic Time Series in Quantitative Photoacoustic Tomography. IEEE Trans. Medical Imaging 35 (11) (2016)
Antti Hannukainen, Nuutti Hyvönen, Helle Majander, Tanja Tarvainen
Efficient Inclusion of Total Variation Type Priors in Quantitative Photoacoustic Tomography. SIAM J. Imaging Sci. 9 (3) (2016)
Ossi Lehtikangas, Tanja Tarvainen, A. D. Kim, Simon R. Arridge
Finite element approximation of the radiative transport equation in a medium with piece-wise constant refractive index. J. Comput. Phys. 282 (2015)
Tanja Tarvainen, Aki Pulkkinen, Ben T. Cox, Jari P. Kaipio, Simon R. Arridge
Bayesian Image Reconstruction in Quantitative Photoacoustic Tomography. IEEE Trans. Medical Imaging 32 (12) (2013)
P. Surya Mohan, Tanja Tarvainen, Martin Schweiger, Aki Pulkkinen, Simon R. Arridge
Variable order spherical harmonic expansion scheme for the radiative transport equation using finite elements. J. Comput. Phys. 230 (19) (2011)
Ville Kolehmainen, Simon R. Arridge, Jari P. Kaipio, Martin Schweiger, Erkki Somersalo, Tanja Tarvainen, Marko Vauhkonen
Approximation Errors and Model Reduction in Optical Tomography. EMBC (2006)