Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities; Results of the WMH Segmentation Challenge HJ Kuijf, JM Biesbroek, J de Bresser, R Heinen, S Andermatt, M Bento, ... IEEE transactions on medical imaging, 2019 | 273 | 2019 |
An open, multi-vendor, multi-field-strength brain MR dataset and analysis of publicly available skull stripping methods agreement R Souza, O Lucena, J Garrafa, D Gobbi, M Saluzzi, S Appenzeller, ... NeuroImage 170, 482-494, 2018 | 207 | 2018 |
Extinction profiles for the classification of remote sensing data P Ghamisi, R Souza, JA Benediktsson, XX Zhu, L Rittner, RA Lotufo IEEE Transactions on Geoscience and Remote Sensing 54 (10), 5631-5645, 2016 | 150 | 2016 |
Hyperspectral data classification using extended extinction profiles P Ghamisi, R Souza, JA Benediktsson, L Rittner, R Lotufo, XX Zhu IEEE Geoscience and Remote Sensing Letters 13 (11), 1641-1645, 2016 | 76 | 2016 |
Magnetic resonance imaging in neuropsychiatric systemic lupus erythematosus: current state of the art and novel approaches M Postal, AT Lapa, F Reis, L Rittner, S Appenzeller Lupus 26 (5), 517-521, 2017 | 69 | 2017 |
Convolutional neural networks for skull-stripping in brain MR imaging using silver standard masks O Lucena, R Souza, L Rittner, R Frayne, R Lotufo Artificial Intelligence in Medicine 98, 48-58, 2019 | 67 | 2019 |
Hippocampus segmentation on epilepsy and Alzheimer's disease studies with multiple convolutional neural networks D Carmo, B Silva, C Yasuda, L Rittner, R Lotufo, ... Heliyon 7 (2), e06226, 2021 | 49 | 2021 |
Pearson's correlation coefficient for discarding redundant information in real time autonomous navigation system AM Neto, L Rittner, N Leite, DE Zampieri, R Lotufo, A Mendeleck 2007 IEEE International Conference on Control Applications, 426-431, 2007 | 49 | 2007 |
Computational methods for corpus callosum segmentation on MRI: A systematic literature review GS Cover, WG Herrera, MP Bento, S Appenzeller, L Rittner Computer Methods and Programs in Biomedicine 154, 25-35, 2018 | 47 | 2018 |
Automatic detection of motion artifacts on MRI using Deep CNN I Fantini, L Rittner, C Yasuda, R Lotufo 2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI), 1-4, 2018 | 41 | 2018 |
Deep learning in large and multi-site structural brain MR imaging datasets M Bento, I Fantini, J Park, L Rittner, R Frayne Frontiers in Neuroinformatics 15, 805669, 2022 | 39 | 2022 |
Brain diffusion tensor MRI in systematic lupus erythematosus: A systematic review BL Costallat, DM Ferreira, AT Lapa, L Rittner, LTL Costallat, ... Autoimmunity reviews 17 (1), 36-43, 2018 | 38 | 2018 |
A comparison between k-optimum path forest and k-nearest neighbors supervised classifiers R Souza, L Rittner, R Lotufo Pattern recognition letters 39, 2-10, 2014 | 37 | 2014 |
Watershed-based segmentation of the midsagittal section of the corpus callosum in diffusion MRI P Freitas, L Rittner, S Appenzeller, R Lotufo 2011 24th SIBGRAPI Conference on Graphics, Patterns and Images, 274-280, 2011 | 37 | 2011 |
Olfactory function in systemic lupus erythematosus and systemic sclerosis. A longitudinal study and review of the literature MF Bombini, FA Peres, AT Lapa, NA Sinicato, BR Quental, ÁSM Pincelli, ... Autoimmunity reviews 17 (4), 405-412, 2018 | 33 | 2018 |
Multi-Coil MRI Reconstruction Challenge—Assessing Brain MRI Reconstruction Models and Their Generalizability to Varying Coil Configurations Y Beauferris, J Teuwen, D Karkalousos, N Moriakov, M Caan, G Yiasemis, ... Frontiers in Neuroscience 16, 919186, 2022 | 32* | 2022 |
Etiology-based classification of brain white matter hyperintensity on magnetic resonance imaging M Leite, L Rittner, S Appenzeller, HH Ruocco, RA Lotufo Journal of Medical Imaging 2 (1), 014002, 2015 | 30 | 2015 |
Silver standard masks for data augmentation applied to deep-learning-based skull-stripping O Lucena, R Souza, L Rittner, R Frayne, R Lotufo 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018 | 26 | 2018 |
Diffusion tensor imaging segmentation by watershed transform on tensorial morphological gradient L Rittner, R Lotufo 2008 XXI Brazilian Symposium on Computer Graphics and Image Processing, 196-203, 2008 | 26 | 2008 |
New tensorial representation of color images: Tensorial morphological gradient applied to color image segmentation L Rittner, F Flores, R Lotufo XX Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI …, 2007 | 26 | 2007 |