Vilmundur Gudnason

16 papers B 1C 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2023 J jnl
Dementia prediction in the general population using clinically accessible variables: a proof-of-concept study using machine learning. The AGES-Reykjavik study.
BMC Medical Informatics Decis. Mak.
Emma L. Twait, Constanza L. Andaur Navarro, Vilmundur Gudnason, Yi-Han Hu, Lenore J. Launer, Mirjam I. Geerlings
2023 J jnl
Fast and robust femur segmentation from computed tomography images for patient-specific hip fracture risk screening.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Pall Asgeir Bjornsson, Alexander Baker, Ingmar Fleps, Yves Pauchard, Halldor Pálsson, Stephen J. Ferguson, Sigurdur Sigurdsson, Vilmundur Gudnason, Benedikt Helgason, Lotta Maria Ellingsen
2022 J jnl
Fast and Robust Femur Segmentation from Computed Tomography Images for Patient-Specific Hip Fracture Risk Screening.
CoRR
Pall Asgeir Bjornsson, Alexander Baker, Ingmar Fleps, Yves Pauchard, Halldor Pálsson, Stephen J. Ferguson, Sigurdur Sigurdsson, Vilmundur Gudnason, Benedikt Helgason, Lotta Maria Ellingsen
2022 J jnl
Hip Fracture Prediction using the First Principal Component Derived from FEA-Computed Fracture Loads.
CoRR
Xuewei Cao, Joyce H. Keyak, Sigurdur Sigurdsson, Chen Zhao, Weihua Zhou, Anqi Liu, Thomas Lang, Hong-Wen Deng, Vilmundur Gudnason, Qiuying Sha
2021 — conf
Automated femur segmentation from computed tomography images using a deep neural network.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Pall Asgeir Bjornsson, Benedikt Helgason, Halldor Pálsson, Sigurður Sigurðsson, Vilmundur Gudnason, Lotta Maria Ellingsen
2021 J jnl
Automated femur segmentation from computed tomography images using a deep neural network.
CoRR
Pall Asgeir Bjornsson, Benedikt Helgason, Halldor Pálsson, Sigurdur Sigurdsson, Vilmundur Gudnason, Lotta Maria Ellingsen
2019 — conf
Large-scale parcellation of the ventricular system using convolutional neural networks.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Hans E. Atlason, Muhan Shao, Vidar Robertsson, Sigurdur Sigurdsson, Vilmundur Gudnason, Jerry L. Prince, Lotta Maria Ellingsen
2019 J jnl
Structural covariability hubs in old age.
NeuroImage
Lars Forsberg, Sigurdur Sigurdsson, Lenore J. Launer, Vilmundur Gudnason, Fredrik Ullén
2019 B conf
Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder.
Image Processing
Hans E. Atlason, Áskell Löve, Sigurdur Sigurdsson, Vilmundur Gudnason, Lotta Maria Ellingsen
2018 — conf
Predicting changes in quality of life for patients in vocational rehabilitation.
EAIS
Saemundur O. Haraldsson, Ragnheidur D. Brynjolfsdottir, Vilmundur Gudnason, Kristinn Tomasson, Kristin Siggeirsdottir
2018 J jnl
Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder.
CoRR
Hans E. Atlason, Áskell Löve, Sigurdur Sigurdsson, Vilmundur Gudnason, Lotta Maria Ellingsen
2017 — conf
Genetic improvement of runtime and its fitness landscape in a bioinformatics application.
GECCO (Companion)
Saemundur O. Haraldsson, John R. Woodward, Alexander E. I. Brownlee, Albert V. Smith, Vilmundur Gudnason
2017 J jnl
The AGES-Reykjavik study atlases: Non-linear multi-spectral template and atlases for studies of the ageing brain.
Medical Image Anal.
Lars Forsberg, Sigurdur Sigurdsson, Jesper Fredriksson, Asdis Egilsdottir, Bryndis Oskarsdottir, Olafur Kjartansson, Mark A. van Buchem, Lenore J. Launer, Vilmundur Gudnason, Alex P. Zijdenbos
2017 C conf
The use of predictive models in dynamic treatment planning.
ISCC
Saemundur O. Haraldsson, Ragnheidur D. Brynjolfsdottir, John R. Woodward, Kristin Siggeirsdottir, Vilmundur Gudnason
2012 J jnl
Brain tissue volumes in the general population of the elderly: The AGES-Reykjavik Study.
NeuroImage
Sigurdur Sigurdsson, Thor Aspelund, Lars Forsberg, Jesper Fredriksson, Olafur Kjartansson, Bryndis Oskarsdottir, Palmi V. Jonsson, Gudny Eiriksdottir, Tamara B. Harris, Alex P. Zijdenbos, Mark A. van Buchem, Lenore J. Launer, Vilmundur Gudnason
2008 J jnl
Localized measures of callosal atrophy are associated with late-life hypertension: AGES-Reykjavik Study.
NeuroImage
Peter Harris, Dan A. Alcantara, Nina Amenta, Oscar L. Lopez, Guðný Eiríksdóttir, Sigurður Sigurðsson, Vilmundur Gudnason, Sarah Madson, Paul M. Thompson, Lenore J. Launer, Owen T. Carmichael