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ORCIDAntonella Munthe-Kaas
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2020 – today
- 2023
[j7]Rolf J. Lorentzen
, Geir Nævdal, Ove Sævareid, Erlend Hodneland, Erik Andreas Hanson, Antonella Munthe-Kaas:
Perfusion estimation using synthetic MRI-based measurements and a porous media flow model. PLoS Comput. Biol. 19(10) (2023)- 2022
- [j6]Geir Kjetil Nilsen, Antonella Zanna Munthe-Kaas, Hans J. Skaug, Morten Brun:
Epistemic uncertainty quantification in deep learning classification by the Delta method. Neural Networks 145: 164-176 (2022) - 2021
- [i3]Geir Kjetil Nilsen, Antonella Zanna Munthe-Kaas, Hans J. Skaug, Morten Brun:
A Comparison of the Delta Method and the Bootstrap in Deep Learning Classification. CoRR abs/2107.01606 (2021)
2010 – 2019
- 2019
- [j5]Erlend Hodneland, Erik A. Hanson, Ove Sævareid, Geir Nævdal, Arvid Lundervold, Veronika Soltészová, Antonella Zanna Munthe-Kaas, Andreas Deistung, Jürgen R. Reichenbach, Jan M. Nordbotten:
A new framework for assessing subject-specific whole brain circulation and perfusion using MRI-based measurements and a multi-scale continuous flow model. PLoS Comput. Biol. 15(6) (2019) - [c4]Ulin Nuha Abdul Qohar, Antonella Zanna Munthe-Kaas, Jan Martin Nordbotten, Erik Andreas Hanson:
A Multi-Scale Flow Model for Studying Blood Circulation in Vascular System. ENUMATH 2019: 743-751 - [i2]Geir Kjetil Nilsen, Antonella Zanna Munthe-Kaas, Hans J. Skaug, Morten Brun:
Efficient Computation of Hessian Matrices in TensorFlow. CoRR abs/1905.05559 (2019) - [i1]Geir Kjetil Nilsen, Antonella Zanna Munthe-Kaas, Hans J. Skaug, Morten Brun:
On the Delta Method for Uncertainty Approximation in Deep Learning. CoRR abs/1912.00832 (2019) - 2016
- [j4]Erlend Hodneland, Erik A. Hanson, Antonella Munthe-Kaas, Arvid Lundervold, Jan M. Nordbotten:
Physical Models for Simulation and Reconstruction of Human Tissue Deformation Fields in Dynamic MRI. IEEE Trans. Biomed. Eng. 63(10): 2200-2210 (2016) - 2014
- [j3]Erlend Hodneland, Arvid Lundervold, Jarle Rørvik, Antonella Munthe-Kaas:
Normalized gradient fields for nonlinear motion correction of DCE-MRI time series. Comput. Medical Imaging Graph. 38(3): 202-210 (2014) - [j2]Erlend Hodneland, Erik A. Hanson, Arvid Lundervold, Jan Modersitzki, Eli Eikefjord, Antonella Munthe-Kaas:
Segmentation-Driven Image Registration-Application to 4D DCE-MRI Recordings of the Moving Kidneys. IEEE Trans. Image Process. 23(5): 2392-2404 (2014) - 2013
- [c3]Eyram Schwinger, Antonella Zanna Munthe-Kaas:
Comparative analysis of various thresholding techniques on TerraSAR-X images in the presence of speckle noise. ISPA 2013: 36-42 - [c2]Erlend Hodneland, Arvid Lundervold, Jarle Rørvik, Antonella Munthe-Kaas:
Normalized gradient fields and mutual information for motion correction of DCE-MRI images. ISPA 2013: 516-521 - 2012
- [j1]Erlend Hodneland, Martin Ystad, Judit Haasz, Antonella Munthe-Kaas, Arvid Lundervold:
Automated approaches for analysis of multimodal MRI acquisitions in a study of cognitive aging. Comput. Methods Programs Biomed. 106(3): 328-341 (2012) - 2011
- [c1]Erlend Hodneland, Asmund Kjorstad, Erling Andersen, Jan Ankar Monssen, Arvid Lundervold, Jarle Rørvik, Antonella Munthe-Kaas:
In vivo estimation of glomerular filtration in the kidney using DCE-MRI. ISPA 2011: 755-761
Coauthor Index
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