Dr. Marcela Lima Gurgel Profile

Dr. Marcela Lima Gurgel

at Univ of Michigan

SPIE Involvement:

Author

Publications (4)

Proceedings Article | 2 April 2024 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

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

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

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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