João Dallyson Sousa de Almeida

According to our database, João Dallyson Sousa de Almeida authored at least 54 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Application of Example-Based Explainable Artificial Intelligence (XAI) for Analysis and Interpretation of Medical Imaging: A Systematic Review.

Miguel Fontes, João Dallyson Sousa de Almeida, António Cunha

IEEE Access, 2024

Selection of Backbone for Feature Extraction with U-Net in Pancreas Segmentation.

Alexandre de Carvalho Araújo, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Geraldo Braz Junior

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

A PPM-based UNet for Tumour and Kidney Segmentation in CTScans.

Marcus Vinicius S. L. Oliveira, Caio Eduardo Falcão Matos, Geraldo Braz Junior, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Gabriel J. S. Costa, Matheus L. L. Bessa, Mario P. Freitas Filho

Comput. methods Biomech. Biomed. Eng. Imaging Vis., September, 2023

A Two-Stage Method for Polyp Detection in Colonoscopy Images Based on Saliency Object Extraction and Transformers.

Alan Carlos de Moura Lima, Lisle Faray de Paiva, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Miguel Tavares Coimbra, Anselmo Cardoso de Paiva

IEEE Access, 2023

2022

An automated CNN architecture search for glaucoma diagnosis based on NEAT.

Alan Carlos de Moura Lima, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Rodrigo M. S. Veras

Multim. Tools Appl., 2022

Kidney tumor segmentation from computed tomography images using DeepLabv3+ 2.5D model.

Luana Batista da Cruz, Domingos Alves Dias Júnior, João Otávio Bandeira Diniz, Aristófanes Corrêa Silva, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Marcelo Gattass

Expert Syst. Appl., 2022

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

Luis H. S. Vogado, Flávio H. D. Araújo, Pedro de A. Santos Neto, João Almeida, João Manuel R. S. Tavares, Rodrigo Veras

Comput. Biol. Medicine, 2022

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

Polyana Bezerra da Costa, João Dallyson Sousa de Almeida, Jorge Antonio Meireles Teixeira, Geraldo Braz Junior, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva

Comput. Biol. Medicine, 2022

Classification of Histopathological Images of Penile Cancer using DenseNet and Transfer Learning.

Marcos Gabriel Mendes Lauande, Amanda Mara Teles, Leandro Lima da Silva, Caio Eduardo Falcão Matos, Geraldo Braz Junior, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Rui Miguel Gil da Costa Oliveira, Haissa Oliveira Brito, Ana Gisélia Nascimento, Ana Clea Feitosa Pestana, Ana Paula Silva Azevedo dos Santos, Fernanda Ferreira Lopes

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

A Two-Stage U-Net to Estimate the Cultivated Area of Plantations.

Walysson Carlos dos Santos Oliveira, Geraldo Braz Junior, Daniel Lima Gomes Junior, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Practical Findings from Applying Quality Assurance Activities in the Development of Three Information Systems for Power Companies.

Geraldo Braz Junior, Luis Rivero, João Almeida, Simara V. Rocha, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Carlos E. P. Castro, Darlan Bruno Pontes Quintanilha, Italo Francyles Santos da Silva, Erika W. B. A. L. Alves, Samira Barbosa

Proceedings of the 24th International Conference on Enterprise Information Systems, 2022

Defining an A/B Testing Process for Usability and User Experience Evaluation Through the Analysis of the Results of a Literature Review.

Italo Fernandes S. Silva, Simara Rocha, Carlos Portela, Geraldo Braz Junior, João Almeida, Aristófanes Corrêa Silva, Davi Viana, Jacilane Rabelo, Anselmo Cardoso de Paiva, Luis Rivero

Proceedings of the HCI International 2022 - Late Breaking Papers. Design, User Experience and Interaction, 2022

Defining Requirements for the Development of Useful and Usable Chatbots: An Analysis of Quality Attributes from Academy and Industry.

Malu Mafra, Kennedy Nunes, Adailton Castro, Adriana Lopes, Ana Carolina Oran, Geraldo Braz Junior, João Almeida, Anselmo Cardoso de Paiva, Aristófanes C. Silva, Simara Rocha, Davi Viana, Aurea Melo, Raimundo S. Barreto, Luis Rivero

Proceedings of the Human-Computer Interaction. User Experience and Behavior, 2022

Diabetic Foot Ulcers Classification using a fine-tuned CNNs Ensemble.

Elineide Santos, Francisco Santos, João Dallyson Sousa de Almeida, Kelson Rômulo Teixeira Aires, João Manuel R. S. Tavares, Rodrigo Veras

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

Classification of Video Capsule Endoscopy Images Using Visual Transformers.

Daniel Lopes Soares Lima, Alexandre César Pinto Pessoa, Anselmo Cardoso de Paiva, António Manuel Trigueiros da Silva Cunha, Geraldo Braz Junior, João Dallyson Sousa de Almeida

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

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

João Otávio Bandeira Diniz, Darlan Bruno Pontes Quintanilha, Antonino C. dos Santos Neto, Giovanni Lucca França da Silva, Jonnison Lima Ferreira, Stelmo Magalhães Barros Netto, José Denes Lima Araújo, Luana Batista da Cruz, Thamila Fontenele, Caio M. da S. Martins, Marcos Melo Ferreira, Venicius Garcia, José M. C. Boaro, Carolina L. S. Cipriano, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Rodolfo Acatauassu Nunes, Roberto Mogami, Marcelo Gattass

Multim. Tools Appl., 2021

A mhealth application for automated detection and diagnosis of strabismus.

Michelline Joana Tenório Albuquerque Madruga Mesquita, Thales Levi Azevedo Valente, João Dallyson Sousa de Almeida, Jorge Antonio Meireles Teixeira, Flávio Mac Cord Medina, Alcione Miranda dos Santos

Int. J. Medical Informatics, 2021

Automatic ocular version evaluation in images using random forest.

Jullyana Fialho Pinheiro, João Dallyson Sousa de Almeida, Jorge Antonio Meireles Teixeira, Geraldo Braz Junior, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Rodrigo de Melo Souza Veras

Expert Syst. Appl., 2021

Forecasting of individual electricity consumption using Optimized Gradient Boosting Regression with Modified Particle Swarm Optimization.

Luis Fernando Marin Sepulveda, Petterson Sousa Diniz, João Otávio Bandeira Diniz, Stelmo Magalhães Barros Netto, Carolina L. S. Cipriano, Alexandre Cristian Araújo, Victor H. B. Lemos, Alexandre C. P. Pessoa, Darlan Bruno Pontes Quintanilha, João Dallyson Sousa de Almeida, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Geraldo Braz Junior, Márcia I. A. Silva, Eliana Marcia Garros Monteiro, Italo Francyles Santos da Silva, Eduardo C. Fernandes

Eng. Appl. Artif. Intell., 2021

Surgical planning of horizontal strabismus using multiple output regression tree.

Fernando Henrique Fernandes Leite, João Dallyson Sousa de Almeida, Luana Batista da Cruz, Jorge Antonio Meireles Teixeira, Geraldo Braz Junior, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva

Comput. Biol. Medicine, 2021

Applying Exploratory Testing and Ad-Hoc Usability Inspection to Improve the Ease of Use of a Mobile Power Consumption Registration App: An Experience Report.

José Eduardo, Anderson M. P. Paiva, Victor Ferreira, Simara V. Rocha, Italo Francyles Santos da Silva, Luis Rivero, João Almeida, Geraldo Braz Junior, Anselmo Cardoso de Paiva, Aristofenes Silva, Hugo Nogueira, Eliana Marcia Garros Monteiro, Eduardo C. Fernandes

Proceedings of the HCI International 2021 - Late Breaking Papers: Design and User Experience, 2021

Using Machine Learning for Risk Classification in Brazilian Federal Voluntary Transfers.

Daniel M. Guilhon, Aillkeen Bezerra de Oliveira, Daniel Lima Gomes Jr., Anselmo Cardoso de Paiva, Cláudio de Souza Baptista, Geraldo Braz Junior, João Dallyson Sousa de Almeida

Proceedings of the Electronic Government and the Information Systems Perspective, 2021

Evaluation of Encoder-Decoder Architectures for Automatic Skin Lesion Segmentation.

José G. P. Lima, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Caio Eduardo Falcão Matos

Proceedings of the Artificial Intelligence in Medicine, 2021

2020

Tear Film Classification in Interferometry Eye Images Using Phylogenetic Diversity Indexes and Ripley's K Function.

Luana Batista da Cruz, Johnatan Carvalho Souza, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Geraldo Braz Junior, Kelson Rômulo Teixeira Aires, Aristófanes Corrêa Silva, Marcelo Gattass

IEEE J. Biomed. Health Informatics, 2020

Interferometer eye image classification for dry eye categorization using phylogenetic diversity indexes for texture analysis.

Luana Batista da Cruz, Johnatan Carvalho Souza, Jefferson Alves de Sousa, Alex Martins Santos, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Geraldo Braz Junior, Marcelo Gattass

Comput. Methods Programs Biomed., 2020

A semiautomatic segmentation approach to corneal lesions.

Pablo V. C. Lima, Rodrigo de Melo Souza Veras, Luis H. S. Vogado, Helano Miguel B. F. Portela, João Dallyson Sousa de Almeida, Kelson Rômulo Teixeira Aires, Daniel Leite

Comput. Electr. Eng., 2020

Kidney segmentation from computed tomography images using deep neural network.

Luana Batista da Cruz, José Denes Lima Araújo, Jonnison Lima Ferreira, João Otávio Bandeira Diniz, Aristófanes Corrêa Silva, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Marcelo Gattass

Comput. Biol. Medicine, 2020

Temporal Convolutional Network applied for Forecasting Individual Monthly Electric Energy Consumption.

Victor H. B. Lemos, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Geraldo Braz Junior, Aristófanes C. Silva, Stelmo M. B. Neto, Alan Carlos de Moura Lima, Carolina L. S. Cipriano, Eduardo C. Fernandes, Márcia I. A. Silva

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Self-Reading by Speech: An End-to-end Speech Recognition Method Applied to the Energy Consumption Measurement on Mobile Devices.

Carlos V. M. Rocha, José E. S. Oliveira, Robherson W. S. Costa, Anderson M. P. Paiva, Jefferson A. Sousa, Arthur Costa Serra, Arthur Guilherme Santos Fernandes, Ricardo C. S. Marques, Weslley K. R. Figueredo, Italo Francyles Santos da Silva, Simara V. Rocha, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Aristófanes C. Silva, Eliana Marcia Garros Monteiro, Márcia I. A. Silva, Italo Fernandes S. Silva

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Mask Overlaying: a Deep Learning Approach for Individual Optic Cup Segmentation from Fundus Image.

Arthur Azevedo Lima, Alana C. de Carvalho Araújo, Alan Carlos de Moura Lima, Jefferson Alves de Sousa, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Geraldo Braz Junior

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Multilevel CNN for Angle Closure Glaucoma Detection using AS-OCT Images.

Marcos Melo Ferreira, Giovanna Pavani Esteve, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Rodrigo Veras

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Hybrid Capsule Network Architecture Estimation for Melanoma Detection.

José M. C. Boaro, Pedro T. Cutrim dos Santos, Carlos V. M. Rocha, Thamila Fontenele, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Simara Vieira da Rocha

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

2019

Diagnosis of breast tissue in mammography images based local feature descriptors.

Caio Eduardo Falcão Matos, Johnatan Carvalho Souza, João Otávio Bandeira Diniz, Geraldo Braz Junior, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Simara Vieira da Rocha, Aristófanes Corrêa Silva

Multim. Tools Appl., 2019

Breast cancer detection in mammography using spatial diversity, geostatistics, and concave geometry.

Geraldo Braz Junior, Simara Vieira da Rocha, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Aristófanes C. Silva, Marcelo Gattass

Multim. Tools Appl., 2019

Glaucoma diagnosis in fundus eye images using diversity indexes.

José Denes Lima Araújo, Johnatan Carvalho Souza, Otilio Paulo Silva Neto, Jefferson Alves de Sousa, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Geraldo Braz Junior, Marcelo Gattass

Multim. Tools Appl., 2019

An hybrid feature space from texture information and transfer learning for glaucoma classification.

Maíla de Lima Claro, Rodrigo Veras, André M. Santana, Flávio H. D. Araújo, Romuere R. V. e Silva, João Almeida, Daniel Leite

J. Vis. Commun. Image Represent., 2019

Automatic Ocular Alignment Evaluation for Strabismus Detection Using U-NET and ResNet Networks.

Thayane de Oliveira Simoes, Johnatan Carvalho Souza, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

Image-Based Electric Consumption Recognition via Multi-Task Learning.

Ricardo Costa da Silva Marques, Arthur Costa Serra, João Vitor Ferreira França, João Otávio Bandeira Diniz, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Marcia Izabel Alves da Silva, Eliana Marcia Garros Monteiro

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Augmented visualization using homomorphic filtering and Haar-based natural markers for power systems substations.

Daniel Lima Gomes Jr., Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Antônio Sérgio de Araújo, Marcelo Gattass

Comput. Ind., 2018

Evaluation of Melanoma Diagnosis using Deep Features.

Lucas Bezerra Maia, Alan Carlos de Moura Lima, Roberto Matheus Pinheiro Pereira, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva

Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

Glaucoma Diagnosis over Eye Fundus Image through Deep Features.

Alan Carlos de Moura Lima, Lucas Bezerra Maia, Roberto Matheus Pinheiro Pereira, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva

Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

Tear Film Classification Using Phylogenetic Diversity Indexes as Texture Descriptor.

Luana Batista da Cruz, José Denes Lima Araújo, Johnatan Carvalho Souza, Jefferson Alves de Sousa, João Dallyson Sousa de Almeida, Geraldo Braz Junior, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva

Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018

Segmentation of the Retinal Reflex in Brückner Test Images Using U-Net Convolutional Network.

Italo Francyles Santos da Silva, João Dallyson Sousa de Almeida, Jorge Antonio Meireles Teixeira, Geraldo Braz Junior, Anselmo Cardoso de Paiva

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

Sign Language Recognition Based on 3D Convolutional Neural Networks.

Geovane M. Ramos Neto, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

Diagnosis of Non-Small Cell Lung Cancer Using Phylogenetic Diversity in Radiomics Context.

Antonino C. dos Santos Neto, Pedro Henrique Bandeira Diniz, João Otávio Bandeira Diniz, André B. Cavalcante, Aristófanes C. Silva, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

2017

Texture based on geostatistic for glaucoma diagnosis from fundus eye image.

Jefferson Alves de Sousa, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Geraldo Braz Junior, Marcelo Gattass

Multim. Tools Appl., 2017

Automatic diagnosis of strabismus in digital videos through cover test.

Thales Levi Azevedo Valente, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Jorge Antonio Meireles Teixeira, Marcelo Gattass

Comput. Methods Programs Biomed., 2017

Sclera Segmentation in Face Images Using Image Foresting Transform.

Jullyana Fialho Pinheiro, João Dallyson Sousa de Almeida, Geraldo Braz Junior, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016

A Deep Approach for Handwritten Musical Symbols Recognition.

Roberto M. Pinheiro Pereira, Caio Eduardo Falcão Matos, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva

Proceedings of the 22nd Brazilian Symposium on Multimedia and the Web, 2016

2015

Computer-Aided Methodology for Syndromic Strabismus Diagnosis.

João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Jorge Antonio Meireles Teixeira, Anselmo Cardoso de Paiva, Marcelo Gattass

J. Digit. Imaging, 2015

Surgical planning for horizontal strabismus using Support Vector Regression.

João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Jorge Antonio Meireles Teixeira, Anselmo Cardoso de Paiva, Marcelo Gattass

Comput. Biol. Medicine, 2015

2013

Metodologia computacional para detecção e diagnóstico automáticos e planejamento cirúrgico do estrabismo.

João Dallyson Sousa de Almeida

PhD thesis, 2013

2012

Computational methodology for automatic detection of strabismus in digital images through Hirschberg test.

João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Jorge Antonio Meireles Teixeira

Comput. Biol. Medicine, 2012

2011

Automatic Eye Detection in Human Faces Using Geostatistical Functions and Support Vector Machines.

João Dallyson Sousa de Almeida, Aristófanes C. Silva, Anselmo Cardoso de Paiva

Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011