Lotta Maria Ellingsen

22 papers B 5Journal 8Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Hybrid CNN and ML Framework for Multi-modal Classification of Movement Disorders Using MRI and Brain Structural Features.
CoRR
Mengyu Li, Ingibjörg Kristjánsdóttir, Thilo Van Eimeren, Kathrin Giehl, Lotta Maria Ellingsen, ASAP Neuroimaging Initiative
2024 — conf
Region-Based U-Net for Accelerated Training and Enhanced Precision in Deep Brain Segmentation.
ISBI
Mengyu Li, Magnus Magnusson, Thilo Van Eimeren, Lotta Maria Ellingsen
2024 J jnl
Region-based U-net for accelerated training and enhanced precision in deep brain segmentation.
CoRR
Mengyu Li, Magnus Magnusson, Thilo Van Eimeren, Lotta Maria Ellingsen
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
2021 B conf
Automated brainstem parcellation using multi-atlas segmentation and deep neural network.
Image Processing
Magnus Magnusson, Áskell Löve, Lotta Maria Ellingsen
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 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 B conf
Deformable model reconstruction of the subarachnoid space.
Image Processing
Jeffrey Glaister, Muhan Shao, Xiang Li, Aaron Carass, Snehashis Roy, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen
2018 — conf
Multi-atlas segmentation of the hydrocephalus brain using an adaptive ventricle atlas.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Muhan Shao, Aaron Carass, Xiang Li, Blake E. Dewey, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen
2018 — conf
Shortcomings of Ventricle Segmentation Using Deep Convolutional Networks.
MLCN/DLF/iMIMIC@MICCAI
Muhan Shao, Shuo Han, Aaron Carass, Xiang Li, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen
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
Whole Brain Parcellation with Pathology: Validation on Ventriculomegaly Patients.
Patch-MI@MICCAI
Aaron Carass, Muhan Shao, Xiang Li, Blake Dewey, Ari Blitz, Snehashis Roy, Dzung L. Pham, Jerry L. Prince, Lotta Maria Ellingsen
2016 B conf
Segmentation and labeling of the ventricular system in normal pressure hydrocephalus using patch-based tissue classification and multi-atlas labeling.
Image Processing
Lotta Maria Ellingsen, Snehashis Roy, Aaron Carass, Ari Blitz, Dzung L. Pham, Jerry L. Prince
2010 J jnl
Robust deformable image registration using prior shape information for atlas to patient registration.
Comput. Medical Imaging Graph.
Lotta Maria Ellingsen, Gouthami Chintalapani, Russell H. Taylor, Jerry L. Prince
2009 J jnl
Mjolnir: Extending HAMMER Using a Diffusion Transformation Model and Histogram Equalization for Deformable Image Registration.
Int. J. Biomed. Imaging
Lotta Maria Ellingsen, Jerry L. Prince
2007 — conf
Digital Homeomorphisms in Deformable Registration.
IPMI
Pierre-Louis Bazin, Lotta Maria Ellingsen, Dzung L. Pham
2007 — conf
Statistical Atlases of Bone Anatomy: Construction, Iterative Improvement and Validation.
MICCAI (1)
Gouthami Chintalapani, Lotta Maria Ellingsen, Ofri Sadowsky, Jerry L. Prince, Russell H. Taylor
2006 — conf
Atlas-assisted tomography: registration of a deformable atlas to compensate for limited-angle cone-beam trajectory.
ISBI
Ofri Sadowsky, Krishnakumar Ramamurthi, Lotta Maria Ellingsen, Gouthami Chintalapani, Jerry L. Prince, Russell H. Taylor
2006 B conf
Mjolnir: deformable image registration using feature diffusion.
Image Processing
Lotta Maria Ellingsen, Jerry L. Prince