| 2025 |
Trabalho em evento |
Segmentation of Retinal Layers in OCT Images Using Deep Learning Methods
Inês VASCONCELOS; Marcos Melo FERREIRA; Geraldo Braz JÚNIOR; Nuno CORREA; António CUNHA
CENTERIS - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist - International Conference on Health and Social Care Information Systems and Technologies (CENTERIS)
DOI 10.1016/j.procs.2026.03.110
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Trabalho em evento |
Lesion Segmentation Associated with Diabetic Retinopathy Using Deep Learning Methods
Maria VIDEIRA; Marcos Melo FERREIRA; Geraldo Braz JÚNIOR; Nuno CORREA; António Manuel Trigueiros Da Silva CUNHA
CENTERIS - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist - International Conference on Health and Social Care Information Systems and Technologies (CENTERIS)
DOI 10.1016/j.procs.2026.03.111
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Trabalho em evento |
Automatic Optic Nerve Segmentation in Retinal Photographs for Glaucoma Detection Using Convolutional Neural Network
Carolina MACHADO; Pedro PEREIRA; Marcos Melo FERREIRA; Geraldo Braz JÚNIOR; Nuno CORREA et al
CENTERIS - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist - International Conference on Health and Social Care Information Systems and Technologies (CENTERIS)
DOI 10.1016/j.procs.2026.03.115
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Trabalho em evento |
Automated pancreatic mass segmentation in computer tomography images using a voting ensemble method based on encoder-decoder architectures
Alexandre De Carvalho ARAÚJO; João Dallyson De Sousa ALMEIDA; Anselmo Cardoso De PAIVA; Geraldo Braz JÚNIOR
HCist - International Conference on Health and Social Care Information Systems and Technologies
DOI 10.1016/j.procs.2025.02.225
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Trabalho em evento |
DualAttentionNet: A Convolutional Neural Network for Thoracic Disease Classification in Chest X-Rays
Lucas Araújo GONÇALVES; Geraldo Braz JÚNIOR; Matheus LEVY; Caio E F MATOS; Arthur Santos FERNANDES
HCist - International Conference on Health and Social Care Information Systems and Technologies
DOI 10.1016/j.procs.2025.02.181
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Trabalho em evento |
Evaluation of the vision mamba model for detecting diabetic retinopathy
Marcos Melo FERREIRA; Cardoso LEONOR; José CAMARA; Saul PIRES; Nunes CORREA et al
HCist - International Conference on Health and Social Care Information Systems and Technologies
DOI 10.1016/j.procs.2025.02.223
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Trabalho em evento |
Experimental Study of an Active Learning-based Method for the Classification of Penile Cancer in Histopathological Images using Convolutional Neural Networks
Italo Francyles Santos Da SILVA; Geraldo Braz JÚNIOR; Aristófanes Corrêa SILVA; Anselmo Cardoso PAIVA; Rui OLIVEIRA et al
HCist - International Conference on Health and Social Care Information Systems and Technologies
DOI 10.1016/j.procs.2025.02.175
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Trabalho em evento |
HistAttentionNAS: A CNN built via NAS for Penile Cancer Diagnosis using Histopathological Images
Durand R José RIBAMAR; Geraldo Braz JÚNIOR; Ítalo F S Da SILVA; Rui Miguel Gil Da Costa OLIVEIRA
HCist - International Conference on Health and Social Care Information Systems and Technologies
DOI 10.1016/j.procs.2025.02.177
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Trabalho em evento |
Identifying Sixth Cranial Nerve Palsy using Time Series Classifiers
Saulo Enock Rodrigues FERNANDES; Polyana B COSTA; João Dallyson Sousa De ALMEIDA; Geraldo Braz JÚNIOR; Paiva A C
HCist - International Conference on Health and Social Care Information Systems and Technologies
DOI 10.1016/j.procs.2025.02.233
|
HS
Health Informatics
|
| 2025 |
Trabalho em evento |
Neural Network Ensemble for Detecting Parasite Eggs in Microscopic Images
Matheus LEVY; Geraldo Braz JÚNIOR; João Dallyson De Sousa ALMEIDA
HCist - International Conference on Health and Social Care Information Systems and Technologies
DOI 10.1016/j.procs.2025.02.174
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Trabalho em evento |
Dual-Scale SE UNet: Uma Rede Neural Convolucional Aprimorada com SE Blocks para Segmentação Renal em Imagens de TC
Oliveira Marcus VINICIUS; Matos Caio Eduardo FALCÃO; Geraldo Braz JÚNIOR; Almeida João Dallyson Sousa DE
Simpósio Brasileiro de Computação Aplicada à Saúde
DOI 10.5753/sbcas.2025.7747
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Artigo em periódico |
A meta-learning based neural network and LSTM for univariate time series missing data imputation
Almeida Mauricio M; Almeida João Dallyson S; Quintanilha Darlan Bruno P; Geraldo Braz JÚNIOR; Silva Aristófanes CORREA
APPLIED SOFT COMPUTING
DOI 10.1016/j.asoc.2025.112845
ISSN 1568-4946
|
PS
Artificial Intelligence
|
| 2025 |
Artigo em periódico |
TECNOLOGIAS ASSISTIVAS E INTELIGÊNCIA ARTIFICIAL PARA TRADUÇÃO E ENSINO DE LIBRAS
Sousa Cláudio Henrique SILVA; Geraldo Braz JÚNIOR
CONTEMPORÂNEA - REVISTA DE ÉTICA E FILOSOFIA POLÍTICA
DOI 10.56083/RCV5N2-131
ISSN 2447-0961
|
PS
Artificial Intelligence
|
| 2025 |
Artigo em periódico |
Cup and Disc Segmentation in Smartphone Handheld Ophthalmoscope Images with a Composite Backbone and Double Decoder Architecture
Freire Thiago PAIVA; Geraldo Braz JÚNIOR; De Almeida João Dallyson SOUSA; Rodrigues Junior José Ribamar DURAND
Vision
DOI 10.3390/vision9020032
ISSN 2411-5150
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Artigo em periódico |
Evaluating EfficientNet Architectures for Pathology Detection in Endoscopic Gastrointestinal Tract Images
Pessoa Alexandre C P; Quintanilha Darlan B P; Almeida João Dallyson Sousa DE; Geraldo Braz JÚNIOR; Paiva Anselmo C DE et al
SN Computer Science
DOI 10.1007/s42979-025-03986-3
ISSN 2661-8907
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Artigo em periódico |
PCPAm - A dataset of histopathological images of penile cancer for classification tasks
Mendes Lauande Marcos GABRIEL; Geraldo Braz JÚNIOR; Sousa De Almeida João DALLYSON; Vandecia Rejanemonteiro FERNANDES; De Paiva Anselmo CARDOSO et al
DATA IN BRIEF
DOI 10.1016/j.dib.2025.111823
ISSN 2352-3409
|
HS
Pathology and Forensic Medicine
|
| 2025 |
Artigo em periódico |
Automated strabismus diagnosis: A deep learning approach using cover test video analysis
De Araújo Santos Robert DOUGLAS; De Almeida João Dallyson SOUSA; Teixeira Jorge Antonio MEIRELES; Valente Thales Levi AZEVEDO; Geraldo Braz JÚNIOR et al
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
DOI 10.1016/j.engappai.2025.111161
ISSN 0952-1976
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Artigo em periódico |
Comparative Analysis of Transformer Architectures and Ensemble Methods for Automated Glaucoma Screening in Fundus Images from Portable Ophthalmoscopes
Costa Rodrigo Otávio CANTANHEDE; França Pedro Alexandre FERREIRA; Pessoa Alexandre César PINTO; Geraldo Braz JÚNIOR; De Almeida João Dallyson SOUSA et al
Vision
DOI 10.3390/vision9040093
ISSN 2411-5150
|
HS
Ophthalmology
|
| 2025 |
Artigo em periódico |
Generative Learning for Imputation of Univariate Time Series Using Images and GANs
Morais Almeida MAURICIO; Sousa De Almeida João DALLYSON; Geraldo Braz JÚNIOR; Correa Silva ARISTOFANES; Cardoso De Paiva ANSELMO
IEEE Latin America Transactions
DOI 10.1109/TLA.2025.11231217
ISSN 1548-0992
|
PS
Artificial Intelligence
|
| 2024 |
Trabalho em evento |
Selection of Backbone for Feature Extraction with U-Net in Pancreas Segmentation
Araújo ALEXANDRE; Sousa De Almeida JOAO; Cardoso De Paiva ANSELMO; Geraldo Braz JÚNIOR
19th International Conference on Computer Vision Theory and Applications
DOI 10.5220/0012573900003660
ISBN 9789897586798
|
PS
Computer Vision and Pattern Recognition
|
| 2024 |
Trabalho em evento |
A Comparative Analysis of EfficientNet Architectures for Identifying Anomalies in Endoscopic Images
Pessoa ALEXANDRE; Quintanilha DARLAN; Sousa De Almeida JOÃO; Geraldo Braz JÚNIOR; C De Paiva ANSELMO et al
26th International Conference on Enterprise Information Systems
DOI 10.5220/0012724900003690
ISBN 9789897586927
|
PS
Computer Vision and Pattern Recognition
|
| 2024 |
Trabalho em evento |
Diffusion Model for Generating Synthetic Contrast Enhanced CT from Non-Enhanced Heart Axial CT Images
Ferreira VICTOR; Cardoso De Paiva ANSELMO; Silva ARISTOFANES; Sousa De Almeida JOÃO; Geraldo Braz JÚNIOR et al
26th International Conference on Enterprise Information Systems
DOI 10.5220/0012724600003690
ISBN 9789897586927
|
PS
Computer Vision and Pattern Recognition
|
| 2024 |
Trabalho em evento |
Detecção e diagnóstico automático de patologias na retina utilizando arquitetura baseada em Transformers
Silva Thalisson J C; Fernandes Saulo E R; Almeida João D S DE; Quintanilha Darlan B P; Geraldo Braz JÚNIOR
Simpósio Brasileiro de Computação Aplicada à Saúde
DOI 10.5753/sbcas.2024.2134
|
PS
Computer Vision and Pattern Recognition
|
| 2024 |
Trabalho em evento |
Redes DenseNet com Mecanismos de Atenção Múltipla aplicadas à Classificação Automática de Câncer Peniano em Imagens Histopatológicas
Vale João Guilherme Araujo DO; Silva Italo Francyles Santos DA; Matos Caio Eduardo FALCÃO; Geraldo Braz JÚNIOR; Lauande Marcos Gabriel MENDES
Simpósio Brasileiro de Computação Aplicada à Saúde
DOI 10.5753/sbcas.2024.2755
|
PS
Computer Vision and Pattern Recognition
|
| 2024 |
Trabalho em evento |
Diagnóstico de Tuberculose em Imagens de Radiografia utilizando CvT
Santos Neto Carlos M; Silva Anderson L; Pessoa Alexandre C P; Quintanilha Darlan B P; Almeida João D S DE et al
Simpósio Brasileiro de Computação Aplicada à Saúde
DOI 10.5753/sbcas.2024.2224
|
PS
Computer Science Applications
|
