Ângelo Duarte

Universidade Estadual de Feira de Santana — Brazil

Computer Science · Physical Sciences

12h-index438citations64works0.12yr avg
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Research Topics

AI in cancer detection(20), Distributed systems and fault tolerance(11), Digital Imaging for Blood Diseases(8), Parallel Computing and Optimization Techniques(7), Distributed and Parallel Computing Systems(7)

Publications64 total

Addressing Class Imbalance in Renal Amyloidosis Classification: A Comparative Study of Few-Shot Learning and Conventional Machine Learning Techniques
Communications in computer and information science·2025
Toward Linear Representations of Foundation Models for Histopathology Image Retrieval
2025
Quo Vadis Pathology? Advancing Glomerular Lesion Classification with Foundation Models
2025
Semi-Supervised Learning for Glomerular Crescent Classification
2025Open Access
The problem of segmenting global glomerulosclerosis in gigapixel histopathological images: the borderless glomeruli
BMC Nephrology·2025Open Access
TECNOLOGIA E SOCIEDADE: UMA PERSPECTIVA BALANCEADA
Revista Multidisciplinar do Nordeste Mineiro·2024Open Access
Avaliação da influência do espaço de cor no desempenho de classificadores de lesão glomerular do projeto PathoSpotter
Anais dos Seminários de Iniciação Científica·2024Open Access
Enhancing Podocyte Degenerative Changes Identification With Pathologist Collaboration: Implications for Improved Diagnosis in Kidney Diseases
IEEE Journal of Translational Engineering in Health and Medicine·2024· 1 citedOpen Access
PathoSpotter: Angewandte Rechnerintelligenz in der Nephropathologie
2024
AUMENTO DE DESEMPENHO DO MÓDULO DE RECUPERAÇÃO DE IMAGENS PARA O SISTEMA PATHOSPOTTER
Anais dos Seminários de Iniciação Científica·2023Open Access
Enhancing podocyte degenerative changes recognition in glomerular images using convolutional neural networks
2023Open Access
Mouse-to-human transfer learning for glomerulus segmentation
Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization·2023· 4 cited
Toward Real-World Computational Nephropathology
Clinical Journal of the American Society of Nephrology·2023· 3 citedOpen Access
Glomerulosclerosis detection with pre-trained CNNs ensemble
Computational Statistics·2022· 2 cited
Classificador de lesão glomerular por amiloidose
Anais dos Seminários de Iniciação Científica·2022Open Access
Boundary-aware glomerulus segmentation: Toward one-to-many stain generalization
Computerized Medical Imaging and Graphics·2022· 22 citedOpen Access
Computational pathology, new horizons and challenges for anatomical pathology
Surgical and Experimental Pathology·2022· 6 citedOpen Access
How feasible is it to segment human glomerulus with a model trained on mouse histology images?
2022Open 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
Glomerulosclerosis Identification Using a Modified Dense Convolutional Network
Lecture notes in computer science·2022
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Frequent Co-authors

Luciano Oliveira(18), Washington L. C. dos‐Santos(16), Dolores Rexachs(9), Emilio Luque(9), Paulo Chagas(6), Rodrigo Tripodi Calumby(6), Michele Fúlvia Ângelo(6), Aristóteles Goés‐Neto(5), Luiz Souza(5), Manoel Barral‐Netto(4), George Oliveira Barros(4), Manoelito Coelho dos Santos(4), Nayze Lucena Sangreman Aldeman(4), Jefferson Silva(3), Izabelle Pontes(3), Alex Gutterres Taranto(3), Guna Santos(3), Justino Santos(3), Rodrigo Veras(3), David Campos Wanderley(3)