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2020 – today
- 2024
[j5]Justino Santos
, Romuere R. V. Silva, Luciano Oliveira, Washington L. C. dos-Santos, Nayze Aldeman, Angelo Amâncio Duarte, Rodrigo Veras:
Glomerulosclerosis detection with pre-trained CNNs ensemble. Comput. Stat. 39(2): 561-581 (2024)- 2023
- [j4]Paulo Chagas, Luiz Souza, Izabelle Pontes, Rodrigo Tripodi Calumby, Michele F. Angelo, Angelo Amâncio Duarte, Washington L. C. dos-Santos, Luciano Oliveira:
Uncertainty-aware membranous nephropathy classification: A Monte-Carlo dropout approach to detect how certain is the model. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(3): 288-298 (2023) - [j3]Luiz Souza, Jefferson Silva, Paulo Chagas, Angelo Amâncio Duarte, Washington L. C. dos-Santos, Luciano Oliveira:
Mouse-to-human transfer learning for glomerulus segmentation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(5): 1996-2005 (2023) - 2022
- [j2]Jefferson Silva, Luiz Souza, Paulo Chagas, Rodrigo Tripodi Calumby, Bianca Souza, Izabelle Pontes, Angelo Amâncio Duarte, Nathanael Pinheiro, Washington L. C. dos-Santos, Luciano Oliveira:
Boundary-aware glomerulus segmentation: Toward one-to-many stain generalization. Comput. Medical Imaging Graph. 100: 102104 (2022) - [c4]Justino Santos, Vinícius P. Machado, Luciano Oliveira, Washington L. C. dos-Santos, Nayze Aldeman, Angelo Amâncio Duarte, Rodrigo Veras:
Glomerulosclerosis Identification Using a Modified Dense Convolutional Network. BRACIS (1) 2022: 237-252 - [c3]George Oliveira Barros, David Campos Wanderley, Luciano Rebouças de Oliveira, Washington L. C. dos-Santos, Angelo Amâncio Duarte, Flavio de Barros Vidal:
PodNet: Ensemble-based Classification of Podocytopathy on Kidney Glomerular Images. VISIGRAPP (5: VISAPP) 2022: 405-412 - 2021
- [c2]Jonathan Moreira Cardozo Rehem, Washington Luís Conrado dos Santos, Angelo Amâncio Duarte, Luciano Rebouças de Oliveira, Michele Fúlvia Angelo:
Automatic glomerulus detection in renal histological images. Medical Imaging: Digital Pathology 2021 - 2020
- [j1]Paulo Chagas, Luiz Souza, Ikaro Araújo, Nayze Aldeman, Angelo Amâncio Duarte, Michele F. Angelo, Washington L. C. dos-Santos, Luciano Oliveira:
Classification of glomerular hypercellularity using convolutional features and support vector machine. Artif. Intell. Medicine 103: 101808 (2020) - [c1]Samuel P. Border, Kuang-Yu Jen, Washington L. C. dos-Santos, John Tomaszewski, Pinaki Sarder:
Probabilistic modelling of diabetic nephropathy progression. Medical Imaging: Digital Pathology 2020: 1132014
2010 – 2019
- 2019
- [i2]Paulo Chagas, Luiz Souza, Ikaro Araújo, Nayze Aldeman, Angelo Amâncio Duarte, Michele F. Angelo, Washington L. C. dos-Santos, Luciano Oliveira:
Classification of glomerular hypercellularity using convolutional features and support vector machine. CoRR abs/1907.00028 (2019) - 2017
- [i1]Washington L. C. dos-Santos, Angelo Amâncio Duarte, Luiz A. R. de Freitas:
A comment on the paper Prediction of Kidney Function from Biopsy Images using Convolutional Neural Networks. CoRR abs/1707.09869 (2017)
Coauthor Index
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