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Tanja Tarvainen
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Journal Articles
- 2023
- [j12]Teemu Sahlström
, Tanja Tarvainen:
Utilizing Variational Autoencoders in the Bayesian Inverse Problem of Photoacoustic Tomography. SIAM J. Imaging Sci. 16(1): 89-110 (2023) - 2022
- [j11]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): 1289-1299 (2022) - 2021
- [j10]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): 92-127 (2021) - 2020
- [j9]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): 2140-2150 (2020) - [j8]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): 2985-2995 (2020) - 2018
- [j7]Niko Hänninen
, Aki Pulkkinen
, Tanja Tarvainen
:
Image Reconstruction with Reliability Assessment in Quantitative Photoacoustic Tomography. J. Imaging 4(12): 148 (2018) - 2017
- [j6]Janne P. Tamminen, Tanja Tarvainen
, Samuli Siltanen
:
The D-Bar Method for Diffuse Optical Tomography: A Computational Study. Exp. Math. 26(2): 225-240 (2017) - 2016
- [j5]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): 1132-1153 (2016) - [j4]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): 2497-2508 (2016) - 2015
- [j3]Ossi Lehtikangas
, Tanja Tarvainen
, Arnold 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: 345-359 (2015) - 2013
- [j2]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): 2287-2298 (2013) - 2011
- [j1]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): 7364-7383 (2011)
Conference and Workshop Papers
- 2006
- [c1]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: 2659-2662
Reference Works
- 2015
- [r1]Simon R. Arridge
, Jari P. Kaipio
, Ville Kolehmainen
, Tanja Tarvainen:
Optical Imaging. Handbook of Mathematical Methods in Imaging 2015: 1033-1079
Informal and Other Publications
- 2023
- [i3]Andreas Hauptmann, Tanja Tarvainen:
Model-based reconstructions for quantitative imaging in photoacoustic tomography. CoRR abs/2311.15735 (2023) - 2022
- [i2]Anssi Manninen, Meghdoot Mozumder, Tanja Tarvainen, Andreas Hauptmann:
Sparsity promoting reconstructions via hierarchical prior models in diffuse optical tomography. CoRR abs/2209.09981 (2022) - 2020
- [i1]Sebastian Lunz, Andreas Hauptmann, Tanja Tarvainen, Carola-Bibiane Schönlieb, Simon R. Arridge:
On Learned Operator Correction. CoRR abs/2005.07069 (2020)
Coauthor Index
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