Roberto Souza - Publications

Affiliations: 
2017-2021 Radiology University of Calgary, Calgary, Alberta, Canada 

12 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Bugler H, Berto R, Souza R, Harris AD. Frequency and phase correction of GABA-edited magnetic resonance spectroscopy using complex-valued convolutional neural networks. Magnetic Resonance Imaging. 111: 186-195. PMID 38744351 DOI: 10.1016/j.mri.2024.05.008  0.559
2024 Dubljevic N, Moore S, Lauzon ML, Souza R, Frayne R. Effect of MR head coil geometry on deep-learning-based MR image reconstruction. Magnetic Resonance in Medicine. PMID 38647191 DOI: 10.1002/mrm.30130  0.348
2024 Berto RP, Bugler H, Dias G, Oliveira M, Ueda L, Dertkigil S, Costa PDP, Rittner L, Merkofer JP, van de Sande DMJ, Amirrajab S, Drenthen GS, Veta M, Jansen JFA, Breeuwer M, ... ... Souza R, et al. Results of the 2023 ISBI challenge to reduce GABA-edited MRS acquisition time. Magma (New York, N.Y.). PMID 38613715 DOI: 10.1007/s10334-024-01156-9  0.58
2023 Harris AD, Amiri H, Bento M, Cohen R, Ching CRK, Cudalbu C, Dennis EL, Doose A, Ehrlich S, Kirov II, Mekle R, Oeltzschner G, Porges E, Souza R, Tam FI, et al. Harmonization of multi-scanner magnetic resonance spectroscopy: ENIGMA consortium task group considerations. Frontiers in Neurology. 13: 1045678. PMID 36686533 DOI: 10.3389/fneur.2022.1045678  0.659
2022 Saat P, Nogovitsyn N, Hassan MY, Ganaie MA, Souza R, Hemmati H. A domain adaptation benchmark for T1-weighted brain magnetic resonance image segmentation. Frontiers in Neuroinformatics. 16: 919779. PMID 36213544 DOI: 10.3389/fninf.2022.919779  0.449
2022 Jethi AK, Souza R, Ram K, Sivaprakasam M. Improving Fast MRI Reconstructions with Pretext Learning in Low-Data Regime. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2022: 2080-2083. PMID 36085855 DOI: 10.1109/EMBC48229.2022.9871369  0.362
2022 Beauferris Y, Teuwen J, Karkalousos D, Moriakov N, Caan M, Yiasemis G, Rodrigues L, Lopes A, Pedrini H, Rittner L, Dannecker M, Studenyak V, Gröger F, Vyas D, Faghih-Roohi S, ... ... Souza R, et al. Multi-Coil MRI Reconstruction Challenge-Assessing Brain MRI Reconstruction Models and Their Generalizability to Varying Coil Configurations. Frontiers in Neuroscience. 16: 919186. PMID 35873808 DOI: 10.3389/fnins.2022.919186  0.599
2022 Loos WS, Souza R, Andersen LB, Lebel RM, Frayne R. Extraction of a vascular function for a fully automated dynamic contrast-enhanced magnetic resonance brain image processing pipeline. Magnetic Resonance in Medicine. 87: 1561-1573. PMID 34708417 DOI: 10.1002/mrm.29054  0.604
2020 Souza R, Bento M, Nogovitsyn N, Chung KJ, Loos W, Lebel RM, Frayne R. Dual-domain cascade of U-nets for multi-channel magnetic resonance image reconstruction. Magnetic Resonance Imaging. PMID 32562744 DOI: 10.1016/J.Mri.2020.06.002  0.656
2019 Lucena O, Souza R, Rittner L, Frayne R, Lotufo R. Convolutional neural networks for skull-stripping in brain MR imaging using silver standard masks. Artificial Intelligence in Medicine. 98: 48-58. PMID 31521252 DOI: 10.1016/J.Artmed.2019.06.008  0.597
2019 Bento M, Souza R, Salluzzi M, Rittner L, Zhang Y, Frayne R. Automatic identification of atherosclerosis subjects in a heterogeneous MR brain imaging data set. Magnetic Resonance Imaging. PMID 31228556 DOI: 10.1016/J.Mri.2019.06.007  0.53
2017 Souza R, Lucena O, Garrafa J, Gobbi D, Saluzzi M, Appenzeller S, Rittner L, Frayne R, Lotufo R. An open, multi-vendor, multi-field-strength brain MR dataset and analysis of publicly available skull stripping methods agreement. Neuroimage. PMID 28807870 DOI: 10.1016/J.Neuroimage.2017.08.021  0.628
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