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Tanja Tarvainen
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2020 – today
- 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) - [i3]Andreas Hauptmann, Tanja Tarvainen:
Model-based reconstructions for quantitative imaging in photoacoustic tomography. CoRR abs/2311.15735 (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) - [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) - 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) - [i1]Sebastian Lunz, Andreas Hauptmann, Tanja Tarvainen, Carola-Bibiane Schönlieb, Simon R. Arridge:
On Learned Operator Correction. CoRR abs/2005.07069 (2020)
2010 – 2019
- 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) - [r1]Simon R. Arridge, Jari P. Kaipio, Ville Kolehmainen, Tanja Tarvainen:
Optical Imaging. Handbook of Mathematical Methods in Imaging 2015: 1033-1079 - 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)
2000 – 2009
- 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
Coauthor Index
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