Vilmundur Gudnason

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 14

Top Topics

Automatic Segmentation

Treatment Planning

Computed Tomography Images

Top Venues

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

GECCO (Companion)

BMC Medical Informatics Decis. Mak.

Publications

Emma L. Twait, Constanza L. Andaur Navarro, Vilmundur Gudnason, Yi-Han Hu, Lenore J. Launer, Mirjam I. Geerlings
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. 23 (1) (2023)
Pall Asgeir Bjornsson, Alexander Baker, Ingmar Fleps, Yves Pauchard, Halldor Pálsson, Stephen J. Ferguson, Sigurdur Sigurdsson, Vilmundur Gudnason, Benedikt Helgason, Lotta Maria Ellingsen
Fast and robust femur segmentation from computed tomography images for patient-specific hip fracture risk screening. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (2) (2023)
Pall Asgeir Bjornsson, Alexander Baker, Ingmar Fleps, Yves Pauchard, Halldor Palsson, Stephen J. Ferguson, Sigurdur Sigurdsson, Vilmundur Gudnason, Benedikt Helgason, Lotta Maria Ellingsen
Fast and Robust Femur Segmentation from Computed Tomography Images for Patient-Specific Hip Fracture Risk Screening. CoRR (2022)
Xuewei Cao, Joyce H. Keyak, Sigurdur Sigurdsson, Chen Zhao, Weihua Zhou, Anqi Liu, Thomas Lang, Hong-Wen Deng, Vilmundur Gudnason, Qiuying Sha
Hip Fracture Prediction using the First Principal Component Derived from FEA-Computed Fracture Loads. CoRR (2022)
Pall Asgeir Bjornsson, Benedikt Helgason, Halldor Pálsson, Sigurður Sigurðsson, Vilmundur Gudnason, Lotta Maria Ellingsen
Automated femur segmentation from computed tomography images using a deep neural network. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
P. A. Bjornsson, B. Helgason, H. Palsson, Sigurdur Sigurdsson, Vilmundur Gudnason, Lotta Maria Ellingsen
Automated femur segmentation from computed tomography images using a deep neural network. CoRR (2021)
Hans E. Atlason, Muhan Shao, Vidar Robertsson, Sigurdur Sigurdsson, Vilmundur Gudnason, Jerry L. Prince, Lotta Maria Ellingsen
Large-scale parcellation of the ventricular system using convolutional neural networks. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
Lars Forsberg, Sigurdur Sigurdsson, Lenore J. Launer, Vilmundur Gudnason, Fredrik Ullén
Structural covariability hubs in old age. NeuroImage 189 (2019)
Hans E. Atlason, Askell Love, Sigurdur Sigurdsson, Vilmundur Gudnason, Lotta Maria Ellingsen
Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder. Medical Imaging: Image Processing (2019)
Hans E. Atlason, Askell Love, Sigurdur Sigurdsson, Vilmundur Gudnason, Lotta Maria Ellingsen
Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder. CoRR (2018)
Saemundur O. Haraldsson, Ragnheidur D. Brynjolfsdottir, Vilmundur Gudnason, Kristinn Tomasson, Kristin Siggeirsdottir
Predicting changes in quality of life for patients in vocational rehabilitation. EAIS (2018)
Saemundur O. Haraldsson, Ragnheidur D. Brynjolfsdottir, John R. Woodward, Kristin Siggeirsdottir, Vilmundur Gudnason
The use of predictive models in dynamic treatment planning. ISCC (2017)
Lars Forsberg, Sigurdur Sigurdsson, Jesper Fredriksson, Asdis Egilsdottir, Bryndis Oskarsdottir, Olafur Kjartansson, Mark A. van Buchem, Lenore J. Launer, Vilmundur Gudnason, Alex P. Zijdenbos
The AGES-Reykjavik study atlases: Non-linear multi-spectral template and atlases for studies of the ageing brain. Medical Image Anal. 39 (2017)
Saemundur O. Haraldsson, John R. Woodward, Alexander E. I. Brownlee, Albert V. Smith, Vilmundur Gudnason
Genetic improvement of runtime and its fitness landscape in a bioinformatics application. GECCO (Companion) (2017)
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
Brain tissue volumes in the general population of the elderly: The AGES-Reykjavik Study. NeuroImage 59 (4) (2012)
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
Localized measures of callosal atrophy are associated with late-life hypertension: AGES-Reykjavik Study. NeuroImage 43 (3) (2008)