Mr. Diedre Carmo Profile

Diedre Carmo

at Univ of Campinas

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Publications (2)

Proceedings Article | 10 December 2021 Paper

Volumetric segmentation of the corpus callosum: training a deep learning model on diffusion MRI

Joany Rodrigues, Gustavo Pinheiro, Diedre Carmo, Letícia Rittner

Proceedings Volume 12088, 120880N (2021) https://doi.org/10.1117/12.2606233

KEYWORDS: Image segmentation, Diffusion, Diffusion tensor imaging, 3D modeling, Anisotropy, Magnetic resonance imaging, Diffusion magnetic resonance imaging, Visualization, Performance modeling

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Proceedings Article | 10 December 2021 Paper

Multitasking segmentation of lung and COVID-19 findings in CT scans using modified EfficientDet, UNet and MobileNetV3 models

Diedre Carmo, Israel Campiotti, Irene Fantini, Lívia Rodrigues, Letícia Rittner, Roberto Lotufo

Proceedings Volume 12088, 1208809 (2021) https://doi.org/10.1117/12.2606118

KEYWORDS: Lung, Computed tomography, Image segmentation, Data modeling, Opacity, Convolution, 3D modeling, Visualization, X-ray computed tomography, Machine learning

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