Lotta Maria Ellingsen

According to our database, Lotta Maria Ellingsen authored at least 17 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Region-based U-net for accelerated training and enhanced precision in deep brain segmentation.

Mengyu Li, Magnus Magnusson, Thilo Van Eimeren, Lotta Maria Ellingsen

CoRR, 2024

2023

Fast and robust femur segmentation from computed tomography images for patient-specific hip fracture risk screening.

Pall Asgeir Bjornsson, Alexander Baker, Ingmar Fleps, Yves Pauchard, Halldor Pálsson, Stephen J. Ferguson, Sigurdur Sigurdsson, Vilmundur Gudnason, Benedikt Helgason, Lotta Maria Ellingsen

Comput. methods Biomech. Biomed. Eng. Imaging Vis., March, 2023

2021

Automated brainstem parcellation using multi-atlas segmentation and deep neural network.

Magnus Magnusson, Áskell Löve, Lotta Maria Ellingsen

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

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

Pall Asgeir Bjornsson, Benedikt Helgason, Halldor Pálsson, Sigurður Sigurðsson, Vilmundur Gudnason, Lotta Maria Ellingsen

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

2019

Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder.

Hans E. Atlason, Áskell Löve, Sigurdur Sigurdsson, Vilmundur Gudnason, Lotta Maria Ellingsen

Proceedings of the Medical Imaging 2019: Image Processing, 2019

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

Hans E. Atlason, Muhan Shao, Vidar Robertsson, Sigurdur Sigurdsson, Vilmundur Gudnason, Jerry L. Prince, Lotta Maria Ellingsen

Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

2018

Deformable model reconstruction of the subarachnoid space.

Jeffrey Glaister, Muhan Shao, Xiang Li, Aaron Carass, Snehashis Roy, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen

Proceedings of the Medical Imaging 2018: Image Processing, 2018

Shortcomings of Ventricle Segmentation Using Deep Convolutional Networks.

Muhan Shao, Shuo Han, Aaron Carass, Xiang Li, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen

Proceedings of the Understanding and Interpreting Machine Learning in Medical Image Computing Applications, 2018

Multi-atlas segmentation of the hydrocephalus brain using an adaptive ventricle atlas.

Muhan Shao, Aaron Carass, Xiang Li, Blake E. Dewey, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

2017

Whole Brain Parcellation with Pathology: Validation on Ventriculomegaly Patients.

Aaron Carass, Muhan Shao, Xiang Li, Blake Dewey, Ari Blitz, Snehashis Roy, Dzung L. Pham, Jerry L. Prince, Lotta Maria Ellingsen

Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

2016

Segmentation and labeling of the ventricular system in normal pressure hydrocephalus using patch-based tissue classification and multi-atlas labeling.

Lotta Maria Ellingsen, Snehashis Roy, Aaron Carass, Ari Blitz, Dzung L. Pham, Jerry L. Prince

Proceedings of the Medical Imaging 2016: Image Processing, 2016

2010

Robust deformable image registration using prior shape information for atlas to patient registration.

Lotta Maria Ellingsen, Gouthami Chintalapani, Russell H. Taylor, Jerry L. Prince

Comput. Medical Imaging Graph., 2010

2009

Mjolnir: Extending HAMMER Using a Diffusion Transformation Model and Histogram Equalization for Deformable Image Registration.

Lotta Maria Ellingsen, Jerry L. Prince

Int. J. Biomed. Imaging, 2009

2007

Statistical Atlases of Bone Anatomy: Construction, Iterative Improvement and Validation.

Gouthami Chintalapani, Lotta Maria Ellingsen, Ofri Sadowsky, Jerry L. Prince, Russell H. Taylor

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Digital Homeomorphisms in Deformable Registration.

Pierre-Louis Bazin, Lotta Maria Ellingsen, Dzung L. Pham

Proceedings of the Information Processing in Medical Imaging, 2007

2006

Mjolnir: deformable image registration using feature diffusion.

Lotta Maria Ellingsen, Jerry L. Prince

Proceedings of the Medical Imaging 2006: Image Processing, 2006

Atlas-assisted tomography: registration of a deformable atlas to compensate for limited-angle cone-beam trajectory.

Ofri Sadowsky, Krishnakumar Ramamurthi, Lotta Maria Ellingsen, Gouthami Chintalapani, Jerry L. Prince, Russell H. Taylor

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006