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- João Dallyson Sousa de Almeida
aka: João Almeida 0003
Federal University of Maranhão, Applied Computing Group, Brazil
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Publication search results
found 58 matches
- 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: 26419-26427 (2024) - 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: 106360 (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): 173 (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: 530-540 - 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: 857-864 - 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: 822-829 - 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: 76108-76119 (2023) - 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): 1897-1905 (2023) - 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: 106098 (2022) - Luis H. S. Vogado, Flávio H. D. Araújo, Pedro de A. Santos Neto, João Almeida, João Manuel R. S. Tavares, Rodrigo Veras:
A ensemble methodology for automatic classification of chest X-rays using deep learning. Comput. Biol. Medicine 145: 105442 (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: 116270 (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): 13441-13465 (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: 1-4 - 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: 282-287 - 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:
Defining Requirements for the Development of Useful and Usable Chatbots: An Analysis of Quality Attributes from Academy and Industry. HCI (3) 2022: 479-493 - 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:
Defining an A/B Testing Process for Usability and User Experience Evaluation Through the Analysis of the Results of a Literature Review. HCI (41) 2022: 204-213 - 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:
Practical Findings from Applying Quality Assurance Activities in the Development of Three Information Systems for Power Companies. ICEIS (2) 2022: 159-166 - Walysson Carlos dos Santos Oliveira, Geraldo Braz Junior, Daniel Lima Gomes Jr., Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida:
A Two-Stage U-Net to Estimate the Cultivated Area of Plantations. ICIAP (1) 2022: 346-357 - 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: 976-983 - 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: 104493 (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 Junior, 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: 104440 (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: 114847 (2021) - 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: 104527 (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): 29367-29399 (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: 373-377 - 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:
Using Machine Learning for Risk Classification in Brazilian Federal Voluntary Transfers. EGOVIS 2021: 167-179 - 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:
Applying Exploratory Testing and Ad-Hoc Usability Inspection to Improve the Ease of Use of a Mobile Power Consumption Registration App: An Experience Report. HCI (40) 2021: 326-341 - 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: 103906 (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: 106625 (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: 105269 (2020)
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