João Dallyson Sousa de Almeida

inesc tec

21H指数

160论文数

1.2K被引数

收录论文 32

发表时间

A geospatial approach to detect and prioritize regularization of hook-based non-technical losses

Electric Power Systems Research

IF4.2

2026-01-27

OAAI

Matheus Menezes; Italo F.S. Silva; Felipe M. Feyh; Igor G. Vargas; Manuela B. de Lima; Pedro H.L. Dias; Romulo R. Viana; Guilherme V.B. Rubim; Carlos J.S. Moura; Auriane A.M. dos Santos; Lucas P.A. Pinheiro; Patrick C. Araujo; Pedro V. Bernhard; Thiago P. Freire; Joana K.A. Silva; Eduardo F.P. Dutra; Levi C. Santos; Weslley K.R. Figueredo; João D.S. Almeida; Luis J.E.R. Cabrejos

Generation of Cardiac CT Images with and Without Contrast Using a Cycle-Consistent Adversarial Networks with Diffusion 使用扩散增强的循环一致性对抗网络生成有无对比剂的 cardiac CT 图像

ENTERPRISE INFORMATION SYSTEMS, ICEIS 2024, PT I

IF0

2026-01-01

PREAI

Sousa Ferreira, Victor Rogerio; de Paiva, Anselmo Cardoso; Sousa de Almeida, Joao Dallyson; Braz Junior, Geraldo; Silva, Aristofanes Correa; Renna, Francesco

Generative Learning for Imputation of Univariate Time Series Using Images and GANs 基于图像和GANs的单变量时间序列插补生成学习

IEEE LATIN AMERICA TRANSACTIONS

IF1.3

2025-12-01

PREAI

Almeida, Mauricio M.; De Almeida, Joao D. S.; Junior, Geraldo B.; Silva, Aristofanes C.; Paiva, Anselmo C.

Comparative Analysis of Transformer Architectures and Ensemble Methods for Automated Glaucoma Screening in Fundus Images from Portable Ophthalmoscopes

VISION

IF1.8

2025-11-03

OAAI

Costa, Rodrigo Otavio Cantanhede; Franca, Pedro Alexandre Ferreira; Pessoa, Alexandre Cesar Pinto; Braz Junior, Geraldo; de Almeida, Joao Dallyson Sousa; Cunha, Antonio

Segmentation of Porous Structure in Carbonate Rocks with Applications in Agricultural Soil Management: A Hybrid Method Based on the UNet Network and Kriging Geostatistical Techniques 碳酸盐岩孔隙结构分割及其在农业土壤管理中的应用：一种基于UNet网络和克里金地统计技术的混合方法

AgriEngineering 2025, Vol. 7, Page 294

IF3

2025-10-01

OAAI

Maxwell Pires Silva; Italo Francyles Santos da Silva; Alan de Carvalho Araújo; João Dallyson Sousa de Almeida; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva; Deane Roehl

Corrigendum to paper: “Automated strabismus diagnosis: A deep learning approach using cover test video analysis” [J: Eng. Appl. Artif. Intell. 159 Part C 15 (2025) 111161 https://doi.org/10.1016/j.engappai.2025.111161]勘误：论文“Automated strabismus diagnosis: A deep learning approach using cover test video analysis” [J: Eng. Appl. Artif. Intell. 159 Part C 15 (2025) 111161 https://doi.org/10.1016/j.engappai.2025.111161]

Engineering Applications of Artificial Intelligence

IF8

2025-08-07

PREAI

Robert Douglas de Araújo Santos; João Dallyson Sousa de Almeida; Jorge Antonio Meireles Teixeira; Thales Levi Azevedo Valente; Geraldo Braz; Anselmo Cardoso de Paiva

Automated strabismus diagnosis: A deep learning approach using cover test video analysis 自动斜视诊断：一种基于遮盖试验视频分析的深度学习方法

Engineering Applications of Artificial Intelligence

IF8

2025-07-17

PREAI

Robert Douglas de Araújo Santos; João Dallyson Sousa de Almeida; Jorge Antonio Meireles Teixeira; Thales Levi Azevedo Valente; Geraldo Braz; Anselmo Cardoso de Paiva

A meta-learning based neural network and LSTM for univariate time series missing data imputation 基于元学习的神经网络和LSTM用于单变量时间序列缺失数据插补

APPLIED SOFT COMPUTING

IF6.6

2025-03-01

PREAI

Almeida, Mauricio Morais; Almeida, Joao Dallyson Sousa; Quintanilha, Darlan Bruno Pontes; Junior, Geraldo Braz; Silva, Aristofanes Correa

Soil Structure Analysis with Attention: A Deep-Learning-Based Method for 3D Pore Segmentation and Characterization

AGRIENGINEERING

IF3

2025-01-27

OAAI

daSilva, Italo Francyles Santos; Araujo, Alan de Carvalho; de Almeida, Joao Dallyson Sousa; de Paiva, Anselmo Cardoso; Silva, Aristofanes Correa; Roehl, Deane

Deep learning for detecting dilated or contracted pupils

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-08-01

PREAI

Rodrigues, Fredson C.; Quintanilha, Darlan B. P.; de Paiva, Anselmo C.; Silva, Aristofanes C.; de Almeida, Joao D. S.; Braz Junior, Geraldo

Application of Example-Based Explainable Artificial Intelligence (XAI) for Analysis and Interpretation of Medical Imaging: A Systematic Review 基于实例的可解释人工智能 (XAI) 在医学影像分析和解释中的应用: 系统综述

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Fontes, Miguel; de Almeida, Joao Dallyson Sousa; Cunha, Antonio

A Two-Stage Method for Polyp Detection in Colonoscopy Images Based on Saliency Object Extraction and Transformers 基于显著性对象提取和变形金刚的结肠镜图像两阶段息肉检测方法

IEEE ACCESS

IF3.6

2023-01-01

OAAI

de Moura Lima, Alan Carlos; de Paiva, Lisle Faray; Braz Jr, Geraldo; de Almeida, Joao Dallyson S.; Silva, Aristofanes Correa; Coimbra, Miguel Tavares; de Paiva, Anselmo Cardoso

Computational method for aid in the diagnosis of sixth optic nerve palsy through digital videos

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-11-01

OAAI

da Costa, Polyana Bezerra; Sousa de Almeida, Joao Dallyson; Meireles Teixeira, Jorge Antonio; Braz, Geraldo; de Paiva, Anselmo Cardoso; Silva, Aristofanes Correa

A ensemble methodology for automatic classification of chest X-rays using deep learning

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-06-01

OAAI

Vogado, Luis; Araujo, Flavio; Neto, Pedro Santos; Almeida, Joao; Tavares, Joao Manuel R. S.; Veras, Rodrigo

Kidney tumor segmentation from computed tomography images using DeepLabv3+2.5D model 使用DeepLabv3 2.5D模型从计算机断层扫描图像中分割肾脏肿瘤

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-04-01

PREAI

da Cruz, Luana Batista; Dias, Domingos Alves, Jr.; Bandeira Diniz, Joao Otavio; Silva, Aristofanes Correa; Sousa de Almeida, Joao Dallyson; de Paiva, Anselmo Cardoso; Gattass, Marcelo

An automated CNN architecture search for glaucoma diagnosis based on NEAT

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2021-09-09

PREAI

Lima, Alan C. M.; Braz Junior, Geraldo; de Almeida, Joao D. S.; de Paiva, Anselmo C.; Veras, Rodrigo M. S.

A mhealth application for automated detection and diagnosis of strabismus

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2021-09-01

PREAI

Albuquerque Madruga Mesquita, Michelline Joana Tenorio; Azevedo Valente, Thales Levi; Sousa de Almeida, Joao Dallyson; Meireles Teixeira, Jorge Antonio; Medina, Flavio Mac Cord; dos Santos, Alcione Miranda

Automatic ocular version evaluation in images using random forest

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-08-01

PREAI

Pinheiro, Jullyana Fialho; Sousa de Almeida, Joao Dallyson; Meireles Teixeira, Jorge Antonio; Braz Junior, Geraldo; de Paiva, Anselmo Cardoso; Silva, Aristofanes Correa; Souza Veras, Rodrigo de Melo

Surgical planning of horizontal strabismus using multiple output regression tree

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-07-01

PREAI

Leite, Fernando Henrique Fernandes; de Almeida, Joao Dallyson Sousa; da Cruz, Luana Batista; Teixeira, Jorge Antonio Meireles; Braz Junior, Geraldo; Silva, Aristofanes Correa; de Paiva, Anselmo Cardoso

Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2021-06-24

OAAI

Diniz, Joao O. B.; Quintanilha, Darlan B. P.; Santos Neto, Antonino C.; da Silva, Giovanni L. F.; Ferreira, Jonnison L.; Netto, Stelmo M. B.; Araujo, Jose D. L.; Da Cruz, Luana B.; Silva, Thamila F. B.; da S. Martins, Caio M.; Ferreira, Marcos M.; Rego, Venicius G.; Boaro, Jose M. C.; Cipriano, Carolina L. S.; Silva, Aristofanes C.; de Paiva, Anselmo C.; Braz Junior, Geraldo; de Almeida, Joao D. S.; Nunes, Rodolfo A.; Mogami, Roberto; Gattass, M.

研究方向