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ORCIDJoão Dallyson Sousa de Almeida
João Almeida 0003
Person information
- affiliation: Federal University of Maranhão, Applied Computing Group, Brazil
Other persons with the same name
- João Almeida — disambiguation page
- João Almeida 0001
![[0000-0003-3280-1817]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0003-3280-1817")
— University of Lisbon, Institute for Systems and Robotics (ISR/IST), LARSyS, Portugal - João Almeida 0002 — University of Aveiro, Portugal
- João Almeida 0004 — University of Porto, Institute of Telecomunication, Portugal
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Books and Theses
- 2013
[b1]João Dallyson Sousa de Almeida:
Metodologia computacional para detecção e diagnóstico automáticos e planejamento cirúrgico do estrabismo. Federal University of Maranhão, Brazil, 2013
Journal Articles
- 2024
- [j26]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) - 2023
- [j25]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) - [j24]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
- [j23]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) - [j22]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) - [j21]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) - [j20]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) - 2021
- [j19]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) - [j18]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) - [j17]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) - [j16]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) - [j15]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) - 2020
- [j14]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) - [j13]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) - [j12]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) - [j11]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): 3491-3498 (2020) - 2019
- [j10]Maíla de Lima Claro, Rodrigo Veras, André M. Santana, Flávio H. D. Araújo, Romuere R. V. e Silva, João Almeida, Daniel Leite:
An hybrid feature space from texture information and transfer learning for glaucoma classification. J. Vis. Commun. Image Represent. 64 (2019) - [j9]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): 12961-12986 (2019) - [j8]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): 12987-13004 (2019) - [j7]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): 13005-13031 (2019) - 2018
- [j6]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: 67-75 (2018) - 2017
- [j5]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: 295-305 (2017) - [j4]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): 19173-19190 (2017) - 2015
- [j3]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: 178-186 (2015) - [j2]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): 462-473 (2015) - 2012
- [j1]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): 135-146 (2012)
Conference and Workshop Papers
- 2024
- [c27]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 - 2022
- [c26]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 - [c25]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 - [c24]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 - [c23]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 - [c22]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 - [c21]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: 346-357 - [c20]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
- [c19]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 - [c18]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 - [c17]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
- [c16]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: 93-98 - [c15]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: 99-104 - [c14]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: 105-110 - [c13]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:
Self-Reading by Speech: An End-to-end Speech Recognition Method Applied to the Energy Consumption Measurement on Mobile Devices. IWSSIP 2020: 405-410 - [c12]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: 2002-2007 - 2019
- [c11]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: 239-244 - [c10]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: 419-424 - 2018
- [c9]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: 399-407 - [c8]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: 598-604 - [c7]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: 679-686 - [c6]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: 853-858 - [c5]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: 1-4 - [c4]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: 1-4 - 2017
- [c3]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: 229-236 - 2016
- [c2]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: 191-194 - 2011
- [c1]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: 151-160
Coauthor Index
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