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Roberto Souza
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A Survey on RGB-D Datasets


Jan 15, 2022
Alexandre Lopes, Roberto Souza, Helio Pedrini

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* This paper is under consideration at Computer Vision and Image Understanding 
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Multi-channel MR Reconstruction (MC-MRRec) Challenge -- Comparing Accelerated MR Reconstruction Models and Assessing Their Genereralizability to Datasets Collected with Different Coils


Nov 10, 2020
Youssef Beauferris, Jonas Teuwen, Dimitrios Karkalousos, Nikita Moriakov, Mattha Caan, Lívia Rodrigues, Alexandre Lopes, Hélio Pedrini, Letícia Rittner, Maik Dannecker, Viktor Studenyak, Fabian Gröger, Devendra Vyas, Shahrooz Faghih-Roohi, Amrit Kumar Jethi, Jaya Chandra Raju, Mohanasankar Sivaprakasam, Wallace Loos, Richard Frayne, Roberto Souza

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Dual-domain Cascade of U-nets for Multi-channel Magnetic Resonance Image Reconstruction


Nov 04, 2019
Roberto Souza, Mariana Bento, Nikita Nogovitsyn, Kevin J. Chung, R. Marc Lebel, Richard Frayne

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A Hybrid Frequency-domain/Image-domain Deep Network for Magnetic Resonance Image Reconstruction


Oct 30, 2018
Roberto Souza, Richard Frayne

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* 8 pages, 7 figures 
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Convolutional Neural Networks for Skull-stripping in Brain MR Imaging using Consensus-based Silver standard Masks


Apr 13, 2018
Oeslle Lucena, Roberto Souza, Leticia Rittner, Richard Frayne, Roberto Lotufo

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