Paulo Chagas

Universidade Federal da Bahia — Brazil

Computer Science · Physical Sciences

6h-index143citations13works0.02yr avg
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Research Topics

AI in cancer detection(7), Artificial Intelligence in Healthcare and Education(4), Machine Learning in Healthcare(4), Industrial Vision Systems and Defect Detection(3), Advanced Neural Network Applications(2)

Publications13 total

PathoSpotter: Angewandte Rechnerintelligenz in der Nephropathologie
2024
Mouse-to-human transfer learning for glomerulus segmentation
Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization·2023· 4 cited
Boundary-aware glomerulus segmentation: Toward one-to-many stain generalization
Computerized Medical Imaging and Graphics·2022· 22 citedOpen Access
Uncertainty-aware membranous nephropathy classification: A Monte-Carlo dropout approach to detect how certain is the model
Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization·2022· 9 cited
PathoSpotter: Computational Intelligence Applied to Nephropathology
2022· 1 cited
Toward unbounded open-set recognition to say "I don't know" for glomerular multi-lesion classification
2021· 3 cited
Deep-learning-based membranous nephropathy classification and Monte-Carlo dropout uncertainty estimation
2021· 2 citedOpen Access
A Real-World Approach on the Problem of Chart Recognition Using Classification, Detection and Perspective Correction
Sensors·2020· 22 citedOpen Access
Classification of glomerular hypercellularity using convolutional features and support vector machine
Artificial Intelligence in Medicine·2020· 13 citedOpen Access
Evaluation of Convolutional Neural Network Architectures for Chart Image Classification
2018· 42 cited
Synthetic Chart Image Generator: An Application for Generating Chart Image Datasets
2018· 2 cited
Architecture Proposal for Data Extraction of Chart Images Using Convolutional Neural Network
2017· 20 cited
A New Strategy Based on Feature Selection for Fault Classification in Transmission Lines
Lecture notes in computer science·2016· 3 cited

Frequent Co-authors

Luciano Oliveira(8), Ângelo Duarte(7), Luiz Souza(6), Rodrigo Tripodi Calumby(6), Bianchi Serique Meiguins(5), Michele Fúlvia Ângelo(5), Carlos Gustavo Resque dos Santos(4), Jefferson Morais(4), Izabelle Pontes(4), Washington L. C. dos‐Santos(4), Tiago Araújo(3), Brunelli Miranda(3), Rafael Akiyama(2), Jefferson Silva(2), Nathanael de Freitas Pinheiro(2), Washington Lc-Dos Santos(2), Emanuele Santos(2), Washington dos Santos(2), Aruanda Simões Gonçalves Meiguins(1), Filipe Saraiva(1)