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L. M. Ellingsen · SciRah

Researcher profile · Semantic Scholar

L. M. Ellingsen

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L. M. Ellingsen — researcher profile on SciRah

h-index: 13
Works: 41
Citations: 1,008

Most-cited papers

Brain age prediction using deep learning uncovers associated sequence variants
B. A. Jónsson, G. Bjornsdottir, T. Thorgeirsson, L. M. Ellingsen +5 more
2019Nature Communications371 citations Open access
Semantic Scholar
Applications of a deep learning method for anti-aliasing and super-resolution in MRI
Can Zhao, Mu-Han Shao, A. Carass, Hao Li +9 more
2019Magnetic Resonance Imaging108 citations Open access
Semantic Scholar
Statistical Atlases of Bone Anatomy: Construction, Iterative Improvement and Validation
G. Chintalapani, L. M. Ellingsen, O. Sadowsky, Jerry L Prince +1 more
2007International Conference on Medical Image Computing and Computer-Assisted Intervention63 citations Open access
Semantic Scholar
Longitudinal multiple sclerosis lesion segmentation data resource
A. Carass, Snehashis Roy, Amod Jog, Jennifer L. Cuzzocreo +11 more
2017Data in Brief58 citations Open access
Semantic Scholar
Digital Homeomorphisms in Deformable Registration
P. Bazin, L. M. Ellingsen, D. Pham
2007Information Processing in Medical Imaging50 citations
Semantic Scholar
Brain ventricle parcellation using a deep neural network: Application to patients with ventriculomegaly
Mu-Han Shao, Shuo Han, A. Carass, Xiang Lisa Li +4 more
2019NeuroImage: Clinical46 citations Open access
Semantic Scholar
Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder
Hans E. Atlason, Áskell Löve, Sigurður Sigurðsson, V. Gudnason +1 more
2018Image Processing44 citations Open access
Semantic Scholar
SegAE: Unsupervised white matter lesion segmentation from brain MRIs using a CNN autoencoder
Hans E. Atlason, Á. Love, S. Sigurdsson, V. Gudnason +1 more
2019NeuroImage: Clinical35 citations Open access
Semantic Scholar
Atlas-assisted tomography: registration of a deformable atlas to compensate for limited-angle cone-beam trajectory
O. Sadowsky, K. Ramamurthi, L. M. Ellingsen, G. Chintalapani +2 more
2006IEEE International Symposium on Biomedical Imaging22 citations Open access
Semantic Scholar
Robust Deformable Image Registration using Prior Shape Information for Atlas to Patient Registration
L. M. Ellingsen, G. Chintalapani, R. Taylor, Jerry L Prince
2010Comput. Medical Imaging Graph.21 citations Open access
Semantic Scholar
Shortcomings of Ventricle Segmentation Using Deep Convolutional Networks
Mu-Han Shao, Shuo Han, A. Carass, Xiang Lisa Li +3 more
2018MLCN/DLF/iMIMIC@MICCAI20 citations Open access
Semantic Scholar
Segmentation and labeling of the ventricular system in normal pressure hydrocephalus using patch-based tissue classification and multi-atlas labeling
L. M. Ellingsen, Snehashis Roy, A. Carass, A. Blitz +2 more
2016SPIE Medical Imaging20 citations Open access
Semantic Scholar
Whole Brain Parcellation with Pathology: Validation on Ventriculomegaly Patients
A. Carass, Mu-Han Shao, Xiang Lisa Li, B. Dewey +5 more
2017Patch-MI@MICCAI15 citations Open access
Semantic Scholar
COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGI-NEERING: IMAGING & VISUALIZATION Fast and Robust Femur Segmentation from Computed Tomography Images for Patient-Speciﬁc Hip Fracture Risk Screening
P. Bjornsson, Alexander M. Baker, I. Fleps, Y. Pauchard +7 more
202213 citations
Semantic Scholar
Deep learning based brain age prediction uncovers associated sequence variants
B. A. Jónsson, G. Bjornsdottir, T. Thorgeirsson, L. M. Ellingsen +5 more
2019bioRxiv13 citations Open access
Semantic Scholar
Mjolnir: Extending HAMMER Using a Diffusion Transformation Model and Histogram Equalization for Deformable Image Registration
L. M. Ellingsen, Jerry L Prince
2009International Journal of Biomedical Imaging13 citations Open access
Semantic Scholar
Automated femur segmentation from computed tomography images using a deep neural network
P. Bjornsson, B. Helgason, H. Pálsson, Sigurður Sigurðsson +2 more
2021Biomedical Applications in Molecular, Structural, and Functional Imaging11 citations Open access
Semantic Scholar
Mjolnir: deformable image registration using feature diffusion
L. M. Ellingsen, Jerry L Prince
2006SPIE Medical Imaging10 citations Open access
Semantic Scholar
Comparison of the time-dependent discriminatory accuracy of femoral strength and bone mineral density for predicting future hip and major osteoporotic fractures: a 16-year follow-up of the AGES-Reykjavik cohort
Anitha D. Praveen, Dheeraj Jha, Alexander Baker, I. Fleps +10 more
2025Osteoporosis International7 citations
Semantic Scholar
Multi-atlas segmentation of the hydrocephalus brain using an adaptive ventricle atlas
Mu-Han Shao, A. Carass, Xiang Lisa Li, B. Dewey +3 more
2018Medical Imaging7 citations Open access
Semantic Scholar
Deformable Registration of CT Pelvis Images Using Mjolnir
L. M. Ellingsen, Jerry L Prince
20067 citations
Semantic Scholar
A joint ventricle and WMH segmentation from MRI for evaluation of healthy and pathological changes in the aging brain
Hans E. Atlason, Á. Love, Vidar Robertsson, A. Blitz +3 more
2022PLoS ONE6 citations Open access
Semantic Scholar
Automated brainstem parcellation using multi-atlas segmentation and deep neural network
Magnus I. Magnusson, Á. Love, L. M. Ellingsen
2021Medical Imaging6 citations Open access
Semantic Scholar
Large-scale parcellation of the ventricular system using convolutional neural networks
Hans E. Atlason, Mu-Han Shao, Vidar Robertsson, S. Sigurdsson +3 more
2019Medical Imaging6 citations
Semantic Scholar
Deformablemable Registration of CT Pelvis Images Using Mjolnir
L. M. Ellingsen, Jerry L Prince
2006Proceedings of the 7th Nordic Signal Processing Symposium - NORSIG 20066 citations
Semantic Scholar
Region-based U-nets for fast, accurate, and scalable deep brain segmentation: Application to Parkinson Plus Syndromes
Meng-Yu Li, Magnus Magnusson, I. Kristjánsdóttir, S. Lund +2 more
2025NeuroImage: Clinical5 citations Open access
Semantic Scholar
Segmentation methods for quantifying X-ray Computed Tomography based biomarkers to assess hip fracture risk: a systematic literature review
Cristina Falcinelli, Vee San Cheong, L. M. Ellingsen, B. Helgason
2024Frontiers in Bioengineering and Biotechnology5 citations Open access
Semantic Scholar
Integrating Statistical Models of Bone Density into Shape Based 2 D-3 D Registration Framework
G. Chintalapani, O. Sadowsky, L. M. Ellingsen, Jerry L Prince +1 more
20095 citations
Semantic Scholar
Digital topology in brain image segmentation and registration
P. Bazin, N. Shiee, L. M. Ellingsen, Jerry L Prince +1 more
20114 citations
Semantic Scholar
Region-Based U-Net for Accelerated Training and Enhanced Precision in Deep Brain Segmentation
Meng-Yu Li, Magnus Magnusson, T. van Eimeren, L. M. Ellingsen
2024IEEE International Symposium on Biomedical Imaging3 citations Open access
Semantic Scholar
Translating the future: image-to-image translation for the prediction of future brain metabolism
E. Doering, Merle Hönig, T. Deusser, G. Bischof +3 more
2024Medical Imaging3 citations Open access
Semantic Scholar
Transposon-derived repeats in the human genome and 5-methylcytosine-associated mutations in adjacent genes.
H. Bjornsson, L. M. Ellingsen, J. Jonsson
2006Gene3 citations
Semantic Scholar
Automated fingerprint analysis as a diagnostic tool for the genetic disorder Kabuki syndrome
V. I. Agustsson, P. Bjornsson, Ashildur Fridriksdottir, H. Bjornsson +1 more
2024Genetics in medicine open2 citations Open access
Semantic Scholar
Deformable model reconstruction of the subarachnoid space
J. Glaister, Mu-Han Shao, Xiang Lisa Li, A. Carass +4 more
2018Medical Imaging2 citations Open access
Semantic Scholar
A deep learning-driven image processing pipeline for differential classification of atypical Parkinsonian disorders
Meng-Yu Li, L. M. Ellingsen
2026Emerging Topics in Artificial Intelligence (ETAI) 20260 citations
Semantic Scholar
Efficient brain extraction of MRI scans with mild to moderate neuropathology
Hjalti Thrastarson, L. M. Ellingsen
2026Medical Imaging0 citations Open access
Semantic Scholar
Automated neural network femur segmentation performance in computed tomography images of older adults with obesity
Katelyn A. Greene, Vee San Cheong, P. Bjornsson, L. M. Ellingsen +4 more
2026JBMR Plus0 citations Open access
Semantic Scholar
A hybrid CNN and ML framework for multi-modal classification of movement disorders using MRI and brain structural features
Meng-Yu Li, I. Kristjánsdóttir, T. van Eimeren, Kathrin Giehl +2 more
2026Medical Imaging0 citations Open access
Semantic Scholar
An interpretable vision transformer as a fingerprint-based diagnostic aid for Kabuki and Wiedemann-Steiner syndromes
Marilyn Lionts, Arnhildur Tomasdottir, V. I. Agustsson, Yuan-Kai Huo +2 more
2026Medical Imaging0 citations Open access
Semantic Scholar
Murat Bilgel Group 2: Statistical Atlas of the Human Knee Computer Integrated Surgery II 4/28/2011 CRITICAL REVIEW
G. Chintalapani, L. M. Ellingsen, O. Sadowsky, Jerry L Prince +1 more
20110 citations
Semantic Scholar
Deformable Registration ofCTPelvis ImagesUsingMjolnir
L. M. Ellingsen, L. Prince
20060 citations
Semantic Scholar

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