João Dallyson Sousa de Almeida

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 48

Top Venues

IWSSIP

Multim. Tools Appl.

Comput. Biol. Medicine

ICIAR

Federal University of Maranhão, Brazil (PHD)

Education History

Federal University of Maranhão, Brazil

PHD

Publications

Fredson C. Rodrigues, Darlan B. P. Quintanilha, Anselmo Cardoso de Paiva, Aristófanes C. Silva, João Dallyson Sousa de Almeida, Geraldo Braz Junior
Deep learning for detecting dilated or contracted pupils. Biomed. Signal Process. Control. 94 (2024)
Alex Mota dos Santos, Carlos Fabricio Assunção da Silva, Maurício Farias Couto, Robinson Andrés Giraldo Zuluaga, Marco Bruno Xavier Valadão, João Dallyson Sousa de Almeida, Paloma Santana Marinho Cerqueira, Viviane Adriano Falcão
The use of social network sites in university extension projects: the case of the Geotecnologias na rede extension project. Soc. Netw. Anal. Min. 14 (1) (2024)
Miguel Fontes, João Dallyson Sousa de Almeida, António Cunha
Application of Example-Based Explainable Artificial Intelligence (XAI) for Analysis and Interpretation of Medical Imaging: A Systematic Review. IEEE Access 12 (2024)
Victor Rogério Sousa Ferreira, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, João Dallyson Sousa de Almeida, Geraldo Braz Junior, Francesco Renna
Diffusion Model for Generating Synthetic Contrast Enhanced CT from Non-Enhanced Heart Axial CT Images. ICEIS (1) (2024)
Alexandre de Carvalho Araújo, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Geraldo Braz Junior
Selection of Backbone for Feature Extraction with U-Net in Pancreas Segmentation. VISIGRAPP (3): VISAPP (2024)
Alexandre C. P. Pessoa, Darlan B. P. Quintanilha, João Dallyson Sousa de Almeida, Geraldo Braz Junior, Anselmo Cardoso de Paiva, António Cunha
A Comparative Analysis of EfficientNet Architectures for Identifying Anomalies in Endoscopic Images. ICEIS (1) (2024)
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
A PPM-based UNet for Tumour and Kidney Segmentation in CTScans. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (5) (2023)
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
A Two-Stage Method for Polyp Detection in Colonoscopy Images Based on Saliency Object Extraction and Transformers. IEEE Access 11 (2023)
Walysson Carlos dos Santos Oliveira, Geraldo Braz Junior, Daniel Lima Gomes Junior, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida
A Two-Stage U-Net to Estimate the Cultivated Area of Plantations. ICIAP (1) (2022)
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
Classification of Histopathological Images of Penile Cancer using DenseNet and Transfer Learning. VISIGRAPP (4: VISAPP) (2022)
Alan Carlos de Moura Lima, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Rodrigo M. S. Veras
An automated CNN architecture search for glaucoma diagnosis based on NEAT. Multim. Tools Appl. 81 (10) (2022)
Polyana Bezerra da Costa, João Dallyson Sousa de Almeida, Jorge Antonio Meireles Teixeira, Geraldo Braz Junior, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva
Computational method for aid in the diagnosis of sixth optic nerve palsy through digital videos. Comput. Biol. Medicine 150 (2022)
Elineide Santos, Francisco Santos, João Dallyson Sousa de Almeida, Kelson Rômulo Teixeira Aires, João Manuel R. S. Tavares, Rodrigo Veras
Diabetic Foot Ulcers Classification using a fine-tuned CNNs Ensemble. CBMS (2022)
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
Kidney tumor segmentation from computed tomography images using DeepLabv3+ 2.5D model. Expert Syst. Appl. 192 (2022)
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
Classification of Video Capsule Endoscopy Images Using Visual Transformers. BHI (2022)
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
A mhealth application for automated detection and diagnosis of strabismus. Int. J. Medical Informatics 153 (2021)
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
Automatic ocular version evaluation in images using random forest. Expert Syst. Appl. 176 (2021)
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 Jr., Márcia I. A. Silva, Eliana Marcia Garros Monteiro, Italo Francyles Santos da Silva, Eduardo C. Fernandes
Forecasting of individual electricity consumption using Optimized Gradient Boosting Regression with Modified Particle Swarm Optimization. Eng. Appl. Artif. Intell. 105 (2021)
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
Surgical planning of horizontal strabismus using multiple output regression tree. Comput. Biol. Medicine 134 (2021)
José G. P. Lima, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Caio Eduardo Falcão Matos
Evaluation of Encoder-Decoder Architectures for Automatic Skin Lesion Segmentation. AIME (2021)
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
Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning. Multim. Tools Appl. 80 (19) (2021)
Marcos Melo Ferreira, Giovanna Pavani Esteve, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Rodrigo Veras
Multilevel CNN for Angle Closure Glaucoma Detection using AS-OCT Images. IWSSIP (2020)
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
Interferometer eye image classification for dry eye categorization using phylogenetic diversity indexes for texture analysis. Comput. Methods Programs Biomed. 188 (2020)
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
A semiautomatic segmentation approach to corneal lesions. Comput. Electr. Eng. 84 (2020)
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
Tear Film Classification in Interferometry Eye Images Using Phylogenetic Diversity Indexes and Ripley's K Function. IEEE J. Biomed. Health Informatics 24 (12) (2020)
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
Temporal Convolutional Network applied for Forecasting Individual Monthly Electric Energy Consumption. SMC (2020)
Carlos V. M. Rocha, José E. S. Oliveira, Robherson W. S. Costa, Anderson M. P. Paiva, Jefferson A. Sousa, Arthur Costa Serra, Arthur G. S. 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
Self-Reading by Speech: An End-to-end Speech Recognition Method Applied to the Energy Consumption Measurement on Mobile Devices. IWSSIP (2020)
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
Kidney segmentation from computed tomography images using deep neural network. Comput. Biol. Medicine 123 (2020)
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
Mask Overlaying: a Deep Learning Approach for Individual Optic Cup Segmentation from Fundus Image. IWSSIP (2020)
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
Hybrid Capsule Network Architecture Estimation for Melanoma Detection. IWSSIP (2020)
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
Diagnosis of breast tissue in mammography images based local feature descriptors. Multim. Tools Appl. 78 (10) (2019)
Geraldo Braz Junior, Simara Vieira da Rocha, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Aristófanes C. Silva, Marcelo Gattass
Breast cancer detection in mammography using spatial diversity, geostatistics, and concave geometry. Multim. Tools Appl. 78 (10) (2019)
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
Image-Based Electric Consumption Recognition via Multi-Task Learning. BRACIS (2019)
Thayane de Oliveira Simoes, Johnatan Carvalho Souza, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
Automatic Ocular Alignment Evaluation for Strabismus Detection Using U-NET and ResNet Networks. BRACIS (2019)
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
Glaucoma diagnosis in fundus eye images using diversity indexes. Multim. Tools Appl. 78 (10) (2019)
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
Tear Film Classification Using Phylogenetic Diversity Indexes as Texture Descriptor. ISCC (2018)
Alan Carlos de Moura Lima, Lucas Bezerra Maia, Roberto Matheus Pinheiro Pereira, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva
Glaucoma Diagnosis over Eye Fundus Image through Deep Features. IWSSIP (2018)
Geovane M. Ramos Neto, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva
Sign Language Recognition Based on 3D Convolutional Neural Networks. ICIAR (2018)
Italo Francyles Santos da Silva, João Dallyson Sousa de Almeida, Jorge Antonio Meireles Teixeira, Geraldo Braz Junior, Anselmo Cardoso de Paiva
Segmentation of the Retinal Reflex in Brückner Test Images Using U-Net Convolutional Network. ICIAR (2018)
Lucas Bezerra Maia, Alan Carlos de Moura Lima, Roberto Matheus Pinheiro Pereira, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva
Evaluation of Melanoma Diagnosis using Deep Features. IWSSIP (2018)
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
Diagnosis of Non-Small Cell Lung Cancer Using Phylogenetic Diversity in Radiomics Context. ICIAR (2018)
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
Augmented visualization using homomorphic filtering and Haar-based natural markers for power systems substations. Comput. Ind. 97 (2018)
Thales Levi Azevedo Valente, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Jorge Antonio Meireles Teixeira, Marcelo Gattass
Automatic diagnosis of strabismus in digital videos through cover test. Comput. Methods Programs Biomed. 140 (2017)
Jullyana Fialho Pinheiro, João Dallyson Sousa de Almeida, Geraldo Braz Junior, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva
Sclera Segmentation in Face Images Using Image Foresting Transform. CIARP (2017)
Jefferson Alves de Sousa, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Geraldo Braz Junior, Marcelo Gattass
Texture based on geostatistic for glaucoma diagnosis from fundus eye image. Multim. Tools Appl. 76 (18) (2017)
Roberto M. Pinheiro Pereira, Caio Eduardo Falcão Matos, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva
A Deep Approach for Handwritten Musical Symbols Recognition. WebMedia (2016)
João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Jorge Antonio Meireles Teixeira, Anselmo Cardoso de Paiva, Marcelo Gattass
Surgical planning for horizontal strabismus using Support Vector Regression. Comput. Biol. Medicine 63 (2015)
João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Jorge Antonio Meireles Teixeira, Anselmo Cardoso de Paiva, Marcelo Gattass
Computer-Aided Methodology for Syndromic Strabismus Diagnosis. J. Digit. Imaging 28 (4) (2015)
João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Jorge Antonio Meireles Teixeira
Computational methodology for automatic detection of strabismus in digital images through Hirschberg test. Comput. Biol. Medicine 42 (1) (2012)
João Dallyson Sousa de Almeida, Aristófanes C. Silva, Anselmo Cardoso de Paiva
Automatic Eye Detection in Human Faces Using Geostatistical Functions and Support Vector Machines. ICIAR (2) (2011)

João Dallyson Sousa de Almeida.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

João Dallyson Sousa de Almeida