Dr. Vilmundur Gudnason Profile

Dr. Vilmundur Gudnason

at Icelandic Heart Association

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Publications (3)

Proceedings Article | 15 February 2021 Presentation + Paper

Automated femur segmentation from computed tomography images using a deep neural network

P. Bjornsson, B. Helgason, H. Palsson, S. Sigurdsson, V. Gudnason, L. Ellingsen

Proceedings Volume 11600, 116001E (2021) https://doi.org/10.1117/12.2581100

KEYWORDS: Image segmentation, Computed tomography, Neural networks, Bone, Image resolution, Network architectures, Finite element methods, Convolutional neural networks

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Proceedings Article | 15 March 2019 Presentation + Paper

Large-scale parcellation of the ventricular system using convolutional neural networks

Hans Atlason, Muhan Shao, Vidar Robertsson, Sigurdur Sigurdsson, Vilmundur Gudnason, Jerry Prince, Lotta Ellingsen

Proceedings Volume 10953, 109530N (2019) https://doi.org/10.1117/12.2514590

KEYWORDS: Image segmentation, Brain, Magnetic resonance imaging, Neuroimaging, Convolutional neural networks, Algorithm development, Convolution, Brain diseases

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Proceedings Article | 15 March 2019 Presentation + Paper

Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder

Hans Atlason, Askell Love, Sigurdur Sigurdsson, Vilmundur Gudnason, Lotta Ellingsen

Proceedings Volume 10949, 109491H (2019) https://doi.org/10.1117/12.2512953

KEYWORDS: Image segmentation, Brain, Magnetic resonance imaging, Tissues, Neuroimaging, Data modeling, Network architectures, 3D image processing

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