Mr. Gustavo R. Pinheiro Profile

Gustavo R. Pinheiro

at Univ of Campinas

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Publications (3)

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 | 15 February 2021 Poster + Presentation + Paper

Diffusion MRI and silver standard masks to improve CNN-based thalamus segmentation

G. Pinheiro, L. Brusini, A. Bajrami, F. Pizzini, M. Calabrese, F. Reis, S. Appenzeller, G. Menegaz, L. Rittner

Proceedings Volume 11596, 115962L (2021) https://doi.org/10.1117/12.2581895

KEYWORDS: Thalamus, Silver, Diffusion magnetic resonance imaging, Brain, Image segmentation, Tissues, Parkinson's disease, Neurological disorders, Diffusion, Convolutional neural networks

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Proceedings Article | 12 March 2018 Presentation + Paper

Automatic callosal fiber convergence plane computation through DTI-based divergence map

Gustavo Pinheiro, Giovana Cover, Mariana Bento, Leticia Rittner

Proceedings Volume 10578, 1057815 (2018) https://doi.org/10.1117/12.2293381

KEYWORDS: Diffusion tensor imaging, Brain, Diffusion, Structured optical fibers, Magnetic resonance imaging, Brain mapping, Data conversion, Statistical analysis, Neuroimaging, Shape analysis

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