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Neural Networks

Lundervold Lab

We focus on pattern recognition in structural and functional biomedical magnetic resonance images (MRI) and its application in clinical neurology and neurobiological research.

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Group Description

Our focus is on pattern recognition in structural and functional biomedical magnetic resonance images (MRI) and its application in clinical neurology and neurobiological research. Lundervold is also principal investigator on image analysis and physiology in the Bergen fMRI group, member of Locus on Neuroscience at UiB, and the Image Processing Group at the Department of Mathematics, UiB. 

Research Topics

Image processing (denoising, segmentation, registration, classification, visualization). Pattern recognition (multispectral analysis, shape analysis). Magnetic resonance imaging (MRI) - structural and functional. Molecular imaging & Cell imaging. Physiological modelling

Methods

The research is multidisciplinary and involves mathematical and statistical imageprocessing methods implemented on Linux and Windows workstations aswell as design of microscopic and macroscopic image acquisition protocols.