Prof. Lucia Cevidanes Profile

Prof. Lucia Cevidanes

at Univ of Michigan

SPIE Involvement:

Author

Publications (16)

Proceedings Article | 2 April 2024 Presentation + Paper

Presentation + Paper

ShapeAXI: shape analysis explainability and interpretability

Juan Carlos Prieto, Felicia Miranda, Marcela Gurgel, Luc Anchling, Nathan Hutin, Selene Barone, Najla Al Turkestani, Aron Aliaga, Marilia Yatabe, Jonas Bianchi, Lucia Cevidanes

Proceedings Volume 12931, 1293116 (2024) https://doi.org/10.1117/12.3007053

KEYWORDS: Shape analysis, 3D modeling, Cross validation, Cone beam computed tomography, Machine learning, Feature extraction, Data modeling, 3D image processing

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Proceedings Article | 3 April 2023 Poster + Paper

Poster + Paper

Integrative risk predictors of temporomandibular joint osteoarthritis progression

Lingrui Cai, Najla Al Turkestani, Lucia Cevidanes, Jonas Bianchi, Marcela Gurgel, Kayvan Najarian, Reza Soroushmehr

Proceedings Volume 12464, 124641N (2023) https://doi.org/10.1117/12.2651940

KEYWORDS: Machine learning, Feature selection, Bone, Diseases and disorders, Cross validation, Visualization, Tunable filters, Performance modeling, Overfitting

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

Poster + Presentation + Paper

FlyBy CNN: a 3D surface segmentation framework

Louis Boubolo, Maxime Dumont, Serge Brosset, Jonas Bianchi, Antonio Ruellas, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marcos Ioshida, Marilia Yatabe, Erika Benavides, Hector Rios, Fabiana Soki, Gisele Neiva, Beatriz Paniagua, Lucia Cevidanes, Martin Styner, Juan Carlos Prieto

Proceedings Volume 11596, 115962B (2021) https://doi.org/10.1117/12.2582205

KEYWORDS: Image segmentation, Image analysis, Convolutional neural networks

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Proceedings Article | 14 February 2021 Poster + Presentation + Paper

Poster + Presentation + Paper

Web infrastructure for data management, storage and computation

Serge Brosset, Maxime Dumont, Lucia Cevidanes, Reza Soroushmehr, Jonas Bianchi, Marcela Gurgel, Romain Deleat-besson, Celia Le, Antonio Ruellas, Marilia Yatabe, Liliane Rosas, Joao Goncalves, Kayvan Najarian, Jonathan Gryak, Beatriz Paniagua, Martin Styner, Juan Carlos Prieto

Proceedings Volume 11600, 116001N (2021) https://doi.org/10.1117/12.2582283

KEYWORDS: Data storage, 3D modeling, 3D image processing, Shape analysis, Machine learning, Image processing, Distributed computing, Data processing, Data modeling, Data analysis

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Proceedings Article | 15 March 2019 Presentation + Paper

Presentation + Paper

A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis

Loic Michoud, Chao Huang, Marilia Yatabe, Antonio Ruellas, Marcos Ioshida, Beatriz Paniagua, Martin Styner, João Roberto Gonçalves, Jonas Bianchi, Lucia Cevidanes, Juan Carlos Prieto

Proceedings Volume 10953, 109530T (2019) https://doi.org/10.1117/12.2506032

KEYWORDS: Shape analysis, Databases, Data storage, Visualization, Data modeling, Data centers, Statistical analysis, Dentistry, 3D image processing, Data analysis

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Proceedings Article | 15 March 2019 Presentation + Paper

Presentation + Paper

Advanced statistical analysis to classify high dimensionality textural probability-distribution matrices

Jack Prothero, Jean-Baptiste Vimort, Antonio Ruellas, J. Marron, Matthew McCormick, Pablo Hernandez-Cerdan, Lucia Cevidanes, Erika Benavides, Beatriz Paniagua

Proceedings Volume 10953, 1095318 (2019) https://doi.org/10.1117/12.2507978

KEYWORDS: Matrices, Statistical analysis, Bone, Feature extraction, Diagnostics, Statistical methods, Image analysis, Dentistry, Medical imaging

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Proceedings Article | 13 March 2019 Paper

Paper

Shape variation analyzer: a classifier for temporomandibular joint damaged by osteoarthritis

Nina Tubau Ribera, Priscille de Dumast, Marilia Yatabe, Antonio Ruellas, Marcos Ioshida, Beatriz Paniagua, Martin Styner, João Roberto Gonçalves, Jonas Bianchi, Lucia Cevidanes, Juan-Carlos Prieto

Proceedings Volume 10950, 1095021 (2019) https://doi.org/10.1117/12.2506018

KEYWORDS: Neural networks, Shape analysis, Machine learning, Evolutionary algorithms, Dentistry, Bone, Diffusion

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Proceedings Article | 12 March 2018 Paper

Paper

Detection of bone loss via subchondral bone analysis

Jean-Baptiste Vimort, Antonio Ruellas, Jack Prothero, J. Marron, Matthew McCormick, Lucia Cevidanes, Erika Benavides, Beatriz Paniagua

Proceedings Volume 10578, 105780Q (2018) https://doi.org/10.1117/12.2293654

KEYWORDS: Bone, Computed tomography, Statistical analysis, Principal component analysis, Diagnostics, Biological research, Tissues

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Proceedings Article | 12 March 2018 Paper

Paper

SVA: shape variation analyzer

Priscille de Dumast, Clement Mirabel, Beatriz Paniagua, Marilia Yatabe, Antonio Ruellas, Nina Tubau, Martin Styner, Lucia Cevidanes, Juan C. Prieto

Proceedings Volume 10578, 105782H (2018) https://doi.org/10.1117/12.2295631

KEYWORDS: 3D modeling, Neural networks, Shape analysis, Image segmentation, Spherical lenses, Arthritis, Bone, Biological research, Data modeling, Computed tomography

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Proceedings Article | 13 March 2017 Paper

Paper

Federating heterogeneous datasets to enhance data sharing and experiment reproducibility

Juan Prieto, Beatriz Paniagua, Marilia Yatabe, Antonio C. Ruellas, Liana Fattori, Luciana Muniz, Martin Styner, Lucia Cevidanes

Proceedings Volume 10137, 101372J (2017) https://doi.org/10.1117/12.2254689

KEYWORDS: Data acquisition, Visualization, Clinical trials, Medical imaging, Data storage, 3D image processing, Databases, Biomedical optics, Functional imaging, Code division multiplexing

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Proceedings Article | 13 March 2017 Paper

Paper

Diagnostic index: an open-source tool to classify TMJ OA condyles

Beatriz Paniagua, Laura Pascal, Juan Prieto, Jean Baptiste Vimort, Liliane Gomes, Marilia Yatabe, Antonio Carlos Ruellas, Francois Budin, Steve Pieper, Martin Styner, Erika Benavides, Lucia Cevidanes

Proceedings Volume 10137, 101372H (2017) https://doi.org/10.1117/12.2254070

KEYWORDS: Statistical modeling, 3D modeling, Diagnostics, Image analysis, Image processing, Bone, Spherical lenses, Dentistry, 3D image processing, Computed tomography

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SPIE Journal Paper | 7 July 2015

Diagnostic index of three-dimensional osteoarthritic changes in temporomandibular joint condylar morphology

Liliane Gomes, Marcelo Gomes, Bryan Jung, Beatriz Paniagua, Antonio Ruellas, João Gonçalves, Martin Styner, Larry Wolford, Lucia Cevidanes

JMI, Vol. 2, Issue 03, 034501, (July 2015) https://doi.org/10.1117/12.10.1117/1.JMI.2.3.034501

KEYWORDS: Bone, Diagnostics, 3D modeling, Control systems, 3D image processing, 3D acquisition, Visualization, Computed tomography, Dentistry, Statistical modeling

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Proceedings Article | 20 March 2015 Paper

Paper

Diagnostic index of 3D osteoarthritic changes in TMJ condylar morphology

Liliane Gomes, Marcelo Gomes, Bryan Jung, Beatriz Paniagua, Antonio Ruellas, João Roberto Gonçalves, Martin Styner, Larry Wolford, Lucia Cevidanes

Proceedings Volume 9414, 941405 (2015) https://doi.org/10.1117/12.2082226

KEYWORDS: Control systems, Bone, 3D modeling, Diagnostics, Statistical modeling, 3D acquisition, Visualization, 3D image processing, Statistical analysis, Tissues

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Proceedings Article | 17 March 2015 Paper

Paper

Validation of TMJ osteoarthritis synthetic defect database via non-rigid registration

Beatriz Paniagua, Juliette Pera, Francois Budin, Liliane Gomes, Martin Styner, Lucia H. Cevidanes, Tung Nguyen

Proceedings Volume 9417, 94171C (2015) https://doi.org/10.1117/12.2081983

KEYWORDS: Head, Diagnostics, 3D modeling, Databases, Image segmentation, Distance measurement, Pathology, Computer simulations, Stereoscopy, Computed tomography

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Proceedings Article | 17 March 2015 Paper

Paper

Validation of CBCT for the computation of textural biomarkers

Beatriz Paniagua, Antonio Ruellas, Erika Benavides, Steve Marron, Larry Wolford, Lucia Cevidanes

Proceedings Volume 9417, 94171B (2015) https://doi.org/10.1117/12.2081859

KEYWORDS: Bone, Computed tomography, 3D modeling, Image resolution, Tissues, In vivo imaging, Gold, Dentistry, Cartilage, Biological research

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Proceedings Article | 6 April 2012 Paper

Paper

The use of a custom made atlas as a template for corrective surgeries of asymmetric patients

Abeer AlHadidi, Lucia Cevidanes, Richard Cook, Frederic Festy, Donald Tyndall, Beatriz Paniagua

Proceedings Volume 8317, 83171Y (2012) https://doi.org/10.1117/12.911048

KEYWORDS: Surgery, Mirrors, 3D modeling, Computer simulations, Image registration, Image segmentation, 3D image processing, Spherical lenses, Computed tomography, Dentistry

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Showing 5 of 16 publications

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