Washington L. C. dos-Santos

12 papers Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Quo Vadis Pathology? Advancing Glomerular Lesion Classification with Foundation Models.
SIBGRAPI
David Lima, Grinaldo Oliveira, Angelo Amâncio Duarte, Washington L. C. dos-Santos, Luciano Oliveira
2025 — conf
Toward Linear Representations of Foundation Models for Histopathology Image Retrieval.
SIBGRAPI
Matheus Santos, Igor Borja, David Lima, Grinaldo Oliveira, Angelo Amâncio Duarte, Washington L. C. dos-Santos, Luciano Oliveira
2024 J jnl
Glomerulosclerosis detection with pre-trained CNNs ensemble.
Comput. Stat.
Justino Santos, Romuere R. V. Silva, Luciano Oliveira, Washington L. C. dos-Santos, Nayze Aldeman, Angelo Amâncio Duarte, Rodrigo Veras
2023 J jnl
Mouse-to-human transfer learning for glomerulus segmentation.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Luiz Souza, Jefferson Silva, Paulo Chagas, Angelo Amâncio Duarte, Washington L. C. dos-Santos, Luciano Oliveira
2023 J jnl
Uncertainty-aware membranous nephropathy classification: A Monte-Carlo dropout approach to detect how certain is the model.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Paulo Chagas, Luiz Souza, Izabelle Pontes, Rodrigo Tripodi Calumby, Michele F. Angelo, Angelo Amâncio Duarte, Washington L. C. dos-Santos, Luciano Oliveira
2022 J jnl
Boundary-aware glomerulus segmentation: Toward one-to-many stain generalization.
Comput. Medical Imaging Graph.
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
2022 — conf
Glomerulosclerosis Identification Using a Modified Dense Convolutional Network.
BRACIS (1)
Justino Santos, Vinícius P. Machado, Luciano Oliveira, Washington L. C. dos-Santos, Nayze Aldeman, Angelo Amâncio Duarte, Rodrigo Veras
2022 — conf
PodNet: Ensemble-based Classification of Podocytopathy on Kidney Glomerular Images.
VISIGRAPP (5: VISAPP)
George Oliveira Barros, David Campos Wanderley, Luciano Rebouças de Oliveira, Washington L. C. dos-Santos, Angelo Amâncio Duarte, Flavio de Barros Vidal
2020 J jnl
Classification of glomerular hypercellularity using convolutional features and support vector machine.
Artif. Intell. Medicine
Paulo Chagas, Luiz Souza, Ikaro Araújo, Nayze Aldeman, Angelo Amâncio Duarte, Michele F. Angelo, Washington L. C. dos-Santos, Luciano Oliveira
2020 — conf
Probabilistic modelling of diabetic nephropathy progression.
Digital Pathology
Samuel P. Border, Kuang-Yu Jen, Washington L. C. dos-Santos, John Tomaszewski, Pinaki Sarder
2019 J jnl
Classification of glomerular hypercellularity using convolutional features and support vector machine.
CoRR
Paulo Chagas, Luiz Souza, Ikaro Araújo, Nayze Aldeman, Angelo Amâncio Duarte, Michele F. Angelo, Washington L. C. dos-Santos, Luciano Oliveira
2017 J jnl
A comment on the paper Prediction of Kidney Function from Biopsy Images using Convolutional Neural Networks.
CoRR
Washington L. C. dos-Santos, Angelo Amâncio Duarte, Luiz A. R. de Freitas