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Janne Huttunen
Janne Huttunen
Nokia Bell Labs, Espoo
Verified email at nokia.com
Title
Cited by
Cited by
Year
WHITTLE-MATÉRN PRIORS FOR BAYESIAN STATISTICAL INVERSION WITH APPLICATIONS IN ELECTRICAL IMPEDANCE TOMOGRAPHY.
L Roininen, JMJ Huttunen, S Lasanen
Inverse Problems & Imaging 8 (2), 2014
1482014
DeepRx: Fully convolutional deep learning receiver
M Honkala, D Korpi, JMJ Huttunen
IEEE Transactions on Wireless Communications 20 (6), 3925-3940, 2021
1172021
Approximation errors in nonstationary inverse problems
JMJ Huttunen, JP Kaipio, E Somersalo
Inverse problems and imaging 1 (1), 77, 2007
772007
Deep convolutional neural networks for estimating porous material parameters with ultrasound tomography
T Lähivaara, L Kärkkäinen, JMJ Huttunen, JS Hesthaven
The Journal of the Acoustical Society of America 143 (2), 1148-1158, 2018
662018
Approximation error analysis in nonlinear state estimation with an application to state-space identification
JMJ Huttunen, JP Kaipio
Inverse Problems 23 (5), 2141, 2007
652007
MRI contrasts in high rank rotating frames
T Liimatainen, H Hakkarainen, S Mangia, JMJ Huttunen, C Storino, ...
Magnetic resonance in medicine 73 (1), 254-262, 2015
592015
Dynamic inversion for hydrological process monitoring with electrical resistance tomography under model uncertainties
A Lehikoinen, JMJ Huttunen, S Finsterle, MB Kowalsky, JP Kaipio
Water resources research 46 (4), 2010
592010
Experimental evaluation of 3D electrical impedance tomography with total variation prior
G González, JMJ Huttunen, V Kolehmainen, A Seppänen, M Vauhkonen
Inverse Problems in Science and Engineering 24 (8), 1411-1431, 2016
572016
Pulse transit time estimation of aortic pulse wave velocity and blood pressure using machine learning and simulated training data
JMJ Huttunen, L Kärkkäinen, H Lindholm
PLoS computational biology 15 (8), e1007259, 2019
482019
Determination of heterogeneous thermal parameters using ultrasound induced heating and MR thermal mapping
JMJ Huttunen, T Huttunen, M Malinen, JP Kaipio
Physics in Medicine & Biology 51 (4), 1011, 2006
452006
Cauchy difference priors for edge-preserving Bayesian inversion
M Markkanen, L Roininen, JMJ Huttunen, S Lasanen
Journal of Inverse and Ill-posed Problems 27 (2), 225-240, 2019
40*2019
Estimation of groundwater storage from seismic data using deep learning
T Lähivaara, A Malehmir, A Pasanen, L Kärkkäinen, JMJ Huttunen, ...
Geophysical Prospecting, 2019
362019
3D thermal tomography with experimental measurement data
JM Toivanen, T Tarvainen, JMJ Huttunen, T Savolainen, HRB Orlande, ...
International Journal of Heat and Mass Transfer 78, 1126-1134, 2014
352014
DeepRx MIMO: Convolutional MIMO detection with learned multiplicative transformations
D Korpi, M Honkala, JMJ Huttunen, V Starck
ICC 2021-IEEE International Conference on Communications, 1-7, 2021
332021
Importance sampling approach for the nonstationary approximation error method
JMJ Huttunen, A Lehikoinen, J Hämäläinen, JP Kaipio
Inverse Problems 26 (12), 125003, 2010
292010
Model reduction in state identification problems with an application to determination of thermal parameters
JMJ Huttunen, JP Kaipio
Applied Numerical Mathematics 59 (5), 877-890, 2009
292009
Artificial boundary conditions and domain truncation in electrical impedance tomography. part i: Theory and preliminary results
D Calvetti, PJ Hadwin, JM Huttunen, D Isaacson, JP Kaipio, D McGivney, ...
Inverse Problems and Imaging 9 (3), 749-766, 2015
222015
Thermal tomography utilizing truncated Fourier series approximation of the heat diffusion equation
JM Toivanen, T Tarvainen, JMJ Huttunen, T Savolainen, A Pulkkinen, ...
International Journal of Heat and Mass Transfer 108, 860-867, 2017
172017
Discretization error in dynamical inverse problems: one-dimensional model case
JMJ Huttunen, HK Pikkarainen
Walter de Gruyter 15 (4), 365-386, 2007
162007
Deep learning for prediction of cardiac indices from photoplethysmographic waveform: a virtual database approach
JMJ Huttunen, L Kärkkäinen, M Honkala, H Lindholm
International Journal for Numerical Methods in Biomedical Engineering 36 (3 …, 2020
152020
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Articles 1–20