Dr. Lotta Maria Ellingsen Profile

Dr. Lotta Maria Ellingsen

Associate Professor at Univ of Iceland

SPIE Involvement:

Conference Program Committee | Author

Proceedings Article | 2 April 2024 Poster + Paper

Translating the future: image-to-image translation for the prediction of future brain metabolism

Elena Doering, Merle Hönig, Tobias Deußer, Gérard Bischof, Thilo van Eimeren, Alexander Drzezga, Lotta Ellingsen

Proceedings Volume 12930, 129301K (2024) https://doi.org/10.1117/12.3005667

KEYWORDS: Brain, Positron emission tomography, Data modeling, Neuroimaging, Dementia, Alzheimer disease, Voxels, Metabolism

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

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

Magnus Magnusson, Askell Love, Lotta Ellingsen

Proceedings Volume 11596, 115962E (2021) https://doi.org/10.1117/12.2581129

KEYWORDS: Dementia, Neural networks, Brain, Gold, Diagnostics

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Proceedings Article | 15 February 2021 Presentation + Paper

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

P. Bjornsson, B. Helgason, H. Palsson, S. Sigurdsson, V. Gudnason, L. Ellingsen

Proceedings Volume 11600, 116001E (2021) https://doi.org/10.1117/12.2581100

KEYWORDS: Image segmentation, Computed tomography, Neural networks, Bone, Image resolution, Network architectures, Finite element methods, Convolutional neural networks

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Proceedings Article | 15 March 2019 Presentation + Paper

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

Hans Atlason, Muhan Shao, Vidar Robertsson, Sigurdur Sigurdsson, Vilmundur Gudnason, Jerry Prince, Lotta Ellingsen

Proceedings Volume 10953, 109530N (2019) https://doi.org/10.1117/12.2514590

KEYWORDS: Image segmentation, Brain, Magnetic resonance imaging, Neuroimaging, Convolutional neural networks, Algorithm development, Convolution, Brain diseases

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Proceedings Article | 15 March 2019 Presentation + Paper

Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder

Hans Atlason, Askell Love, Sigurdur Sigurdsson, Vilmundur Gudnason, Lotta Ellingsen

Proceedings Volume 10949, 109491H (2019) https://doi.org/10.1117/12.2512953

KEYWORDS: Image segmentation, Brain, Magnetic resonance imaging, Tissues, Neuroimaging, Data modeling, Network architectures, 3D image processing

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Proceedings Article | 12 March 2018 Presentation + Paper

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

Muhan Shao, Aaron Carass, Xiang Li, Blake Dewey, Ari Blitz, Jerry Prince, Lotta Ellingsen

Proceedings Volume 10578, 105780F (2018) https://doi.org/10.1117/12.2295613

KEYWORDS: Brain, Image segmentation, Magnetic resonance imaging, Image registration, Diagnostics, Image fusion, Surgery, Dementia

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Proceedings Article | 2 March 2018 Paper

Deformable model reconstruction of the subarachnoid space

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

Proceedings Volume 10574, 1057431 (2018) https://doi.org/10.1117/12.2293633

KEYWORDS: Magnetic resonance imaging, Brain, Cerebellum, Image segmentation, Head, Cerebrum, Brain mapping, Computer engineering

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Proceedings Article | 21 March 2016 Paper

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

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

Proceedings Volume 9784, 97840G (2016) https://doi.org/10.1117/12.2216511

KEYWORDS: Magnetic resonance imaging, Tissues, Dementia, Classification systems, Gait analysis, Surgery, Diagnostics, Magnetism, Image segmentation, Alzheimer's disease, Brain, Image registration

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Proceedings Article | 10 March 2006 Paper

Mjolnir: deformable image registration using feature diffusion

Lotta Ellingsen, Jerry Prince

Proceedings Volume 6144, 614410 (2006) https://doi.org/10.1117/12.653221

KEYWORDS: Image registration, Brain, Image segmentation, Neuroimaging, Image processing, Spherical lenses, Fuzzy logic, Magnetic resonance imaging, Tissues, Diffusion

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Showing 5 of 9 publications

Conference Committee Involvement (6)

Image Processing

16 February 2025 | San Diego, California, United States

Image Processing

19 February 2024 | San Diego, California, United States

Image Processing

20 February 2023 | San Diego, California, United States

Image Processing

20 February 2022 | San Diego, California, United States

Image Processing

15 February 2021 | Online Only, California, United States

Showing 5 of 6 Conference Committees

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