Line Eikvil

Co-director

,

Visual Intelligence

Chief Research Scientist

,

Norwegian Computing Centre, NR

Norwegian Computing Centre, NR

Principal investigator of


Research field(s) of interest:

Publications

Publications from Visual Intelligence

Comparing Foundation Models for Medical Images: A Study on Limited Data and Generalization

By authors:

Ingrid Utseth, Amund Hansen Vedal, Sarina Thomas, Line Eikvil

Published in:

Proceedings of the 7th Northern Lights Deep Learning Conference (NLDL), PMLR 307:439-447, 2026

on

January 6, 2026

Modelling Uncertainty in Graph Convolutional Networks for Edge Detection in Mammograms

By authors:

Fredrik Andreas Dahl, Amund Vedal, Line Eikvil, Solveig Thrun, Michael Kampffmeyer, Solveig Sand-Hanssen Hofvind

Published in:

In: Ali, S., Hogg, D.C., Peckham, M. (eds) Medical Image Understanding and Analysis. MIUA 2025. Lecture Notes in Computer Science, vol 15917. Springer, Cham.

on

July 15, 2025

A two-stage mammography classification model using explainable-AI for ROI detection

By authors:

Fredrik Andreas Dahl, Olav Brautaset, Marit Holden, Line Eikvil, Marthe Larsen, Solveig Sand-Hanssen Hofvind

Published in:

Vol. 3 No. 2 (2023): Proceedings of NORA annual conference 2023

on

November 17, 2023

A mammography classification model trained from image labels only

By authors:

Fredrik Dahl, Marit Holden, Olav Brautaset and Line Eikvil

Published in:

Vol. 3 (2022): Proceedings of the Northern Lights Deep Learning Workshop 2022

on

March 28, 2022

Machine Learning + Marine Science: Critical Role of Partnerships in Norway

By authors:

Nils Olav Handegard, Line Eikvil, Robert Jenssen, Michael Kampffmeyer, Arnt-Børre Salberg, and Ketil Malde

Published in:

Journal of Ocean Technology 2021

on

October 6, 2021

Semi-supervised target classification in multi-frequency echosounder data

By authors:

Changkyu Choi, Michael Kampffmeyer, Nils Olav Handegard, Arnt-Børre Salberg, Olav Brautaset, Line Eikvil, Robert Jenssen

Published in:

ICES Journal of Marine Science, Volume 78, Issue 7, October 2021, Pages 2615–2627

on

August 12, 2021

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