Washington L. C. dos-Santos

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 10

Top Topics

Transfer Learning

Probabilistic Model

Extracting Features

Top Venues

Comput. methods Biomech. Biomed. Eng. Imaging Vis.

Artif. Intell. Medicine

VISIGRAPP (5: VISAPP)

Publications

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) (2024)
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) (2023)
Paulo Chagas, Luiz Souza, Izabelle Pontes, Rodrigo Tripodi Calumby, Michele 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) (2023)
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 (2022)
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)
George Oliveira Barros, David Campos Wanderley, Luciano Oliveira Rebouças, 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)
Paulo Chagas, Luiz Souza, Ikaro Araújo, Nayze Aldeman, Angelo A. Duarte, Michele Angelo, Washington L. C. dos-Santos, Luciano Oliveira
Classification of glomerular hypercellularity using convolutional features and support vector machine. Artif. Intell. Medicine 103 (2020)
Samuel Border, Kuang-Yu Jen, Washington L. C. dos-Santos, John Tomaszewski, Pinaki Sarder
Probabilistic modelling of diabetic nephropathy progression. Medical Imaging: Digital Pathology (2020)
Paulo Chagas, Luiz Souza, Ikaro Araújo, Nayze Aldeman, Angelo A. Duarte, Michele Angelo, Washington L. C. dos-Santos, Luciano Oliveira
Classification of glomerular hypercellularity using convolutional features and support vector machine. CoRR (2019)
Washington L. C. dos-Santos, Angelo A. Duarte, Luiz A. R. de Freitas
A comment on the paper Prediction of Kidney Function from Biopsy Images using Convolutional Neural Networks. CoRR (2017)