Antonella Munthe-Kaas

According to our database, Antonella Munthe-Kaas authored at least 14 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Perfusion estimation using synthetic MRI-based measurements and a porous media flow model.

Rolf J. Lorentzen, Geir Nævdal, Ove Sævareid, Erlend Hodneland, Erik Andreas Hanson, Antonella Munthe-Kaas

PLoS Comput. Biol., October, 2023

2022

Epistemic uncertainty quantification in deep learning classification by the Delta method.

Geir Kjetil Nilsen, Antonella Zanna Munthe-Kaas, Hans J. Skaug, Morten Brun

Neural Networks, 2022

2021

A Comparison of the Delta Method and the Bootstrap in Deep Learning Classification.

Geir Kjetil Nilsen, Antonella Zanna Munthe-Kaas, Hans J. Skaug, Morten Brun

CoRR, 2021

2019

A new framework for assessing subject-specific whole brain circulation and perfusion using MRI-based measurements and a multi-scale continuous flow model.

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

PLoS Comput. Biol., 2019

On the Delta Method for Uncertainty Approximation in Deep Learning.

Geir Kjetil Nilsen, Antonella Zanna Munthe-Kaas, Hans J. Skaug, Morten Brun

CoRR, 2019

Efficient Computation of Hessian Matrices in TensorFlow.

Geir Kjetil Nilsen, Antonella Zanna Munthe-Kaas, Hans J. Skaug, Morten Brun

CoRR, 2019

A Multi-Scale Flow Model for Studying Blood Circulation in Vascular System.

Ulin Nuha Abdul Qohar, Antonella Zanna Munthe-Kaas, Jan Martin Nordbotten, Erik Andreas Hanson

Proceedings of the Numerical Mathematics and Advanced Applications ENUMATH 2019 - European Conference, Egmond aan Zee, The Netherlands, September 30, 2019

2016

Physical Models for Simulation and Reconstruction of Human Tissue Deformation Fields in Dynamic MRI.

Erlend Hodneland, Erik A. Hanson, Antonella Munthe-Kaas, Arvid Lundervold, Jan M. Nordbotten

IEEE Trans. Biomed. Eng., 2016

2014

Segmentation-Driven Image Registration-Application to 4D DCE-MRI Recordings of the Moving Kidneys.

Erlend Hodneland, Erik A. Hanson, Arvid Lundervold, Jan Modersitzki, Eli Eikefjord, Antonella Munthe-Kaas

IEEE Trans. Image Process., 2014

Normalized gradient fields for nonlinear motion correction of DCE-MRI time series.

Erlend Hodneland, Arvid Lundervold, Jarle Rørvik, Antonella Munthe-Kaas

Comput. Medical Imaging Graph., 2014

2013

Comparative analysis of various thresholding techniques on TerraSAR-X images in the presence of speckle noise.

Eyram Schwinger, Antonella Zanna Munthe-Kaas

Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

Normalized gradient fields and mutual information for motion correction of DCE-MRI images.

Erlend Hodneland, Arvid Lundervold, Jarle Rørvik, Antonella Munthe-Kaas

Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

2012

Automated approaches for analysis of multimodal MRI acquisitions in a study of cognitive aging.

Erlend Hodneland, Martin Ystad, Judit Haasz, Antonella Munthe-Kaas, Arvid Lundervold

Comput. Methods Programs Biomed., 2012

2011

In vivo estimation of glomerular filtration in the kidney using DCE-MRI.

Erlend Hodneland, Asmund Kjorstad, Erling Andersen, Jan Ankar Monssen, Arvid Lundervold, Jarle Rørvik, Antonella Munthe-Kaas

Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011