Washington L. C. dos-Santos

12 papers Journal 7Unranked 5

Year	Rank	Type	Title / 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