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João 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
— University of Lisbon, Institute for Systems and Robotics (ISR/IST), LARSyS, Portugal
- João Almeida 0002
- João Almeida 0004 — University of Porto, Institute of Telecomunication, Portugal
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2020 – today
- 2024
- [j28]Miguel Fontes
Application of Example-Based Explainable Artificial Intelligence (XAI) for Analysis and Interpretation of Medical Imaging: A Systematic Review. IEEE Access 12: 26419-26427 (2024) - [j27]Fredson C. Rodrigues, Darlan B. P. Quintanilha
Deep learning for detecting dilated or contracted pupils. Biomed. Signal Process. Control. 94: 106360 (2024) - [j26]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) - [c29]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 - [c28]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 - [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 - 2023
- [j25]Alan Carlos de Moura Lima
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
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
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
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
Kidney tumor segmentation from computed tomography images using DeepLabv3+ 2.5D model. Expert Syst. Appl. 192: 116270 (2022) - [j20]Alan Carlos de Moura Lima
An automated CNN architecture search for glaucoma diagnosis based on NEAT. Multim. Tools Appl. 81(10): 13441-13465 (2022) - [c26]Daniel Lopes Soares Lima, Alexandre César Pinto Pessoa, Anselmo Cardoso de Paiva
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
Diabetic Foot Ulcers Classification using a fine-tuned CNNs Ensemble. CBMS 2022: 282-287 - [c24]Italo Fernandes S. Silva, Simara Rocha
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
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
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
A Two-Stage U-Net to Estimate the Cultivated Area of Plantations. ICIAP (1) 2022: 346-357 - [c20]Marcos Gabriel Mendes Lauande
Classification of Histopathological Images of Penile Cancer using DenseNet and Transfer Learning. VISIGRAPP (4: VISAPP) 2022: 976-983 - 2021
- [j19]Fernando Henrique Fernandes Leite, João Dallyson Sousa de Almeida
Surgical planning of horizontal strabismus using multiple output regression tree. Comput. Biol. Medicine 134: 104493 (2021) - [j18]Luis Fernando Marin Sepulveda
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
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
A mhealth application for automated detection and diagnosis of strabismus. Int. J. Medical Informatics 153: 104527 (2021) - [j15]João Otávio Bandeira Diniz
Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning. Multim. Tools Appl. 80(19): 29367-29399 (2021) - [c19]José G. P. Lima
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.
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
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
- [j14]Luana Batista da Cruz, José Denes Lima Araújo, Jonnison Lima Ferreira, João Otávio Bandeira Diniz
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
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
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
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) - [c16]José M. C. Boaro, Pedro T. Cutrim dos Santos, Carlos V. M. Rocha, Thamila Fontenele, Geraldo Braz Junior
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
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
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
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
Temporal Convolutional Network applied for Forecasting Individual Monthly Electric Energy Consumption. SMC 2020: 2002-2007
2010 – 2019
- 2019
- [j10]Maíla de Lima Claro, Rodrigo Veras
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
Diagnosis of breast tissue in mammography images based local feature descriptors. Multim. Tools Appl. 78(10): 12961-12986 (2019) - [j8]José Denes Lima Araújo
Glaucoma diagnosis in fundus eye images using diversity indexes. Multim. Tools Appl. 78(10): 12987-13004 (2019) - [j7]Geraldo Braz Junior
Breast cancer detection in mammography using spatial diversity, geostatistics, and concave geometry. Multim. Tools Appl. 78(10): 13005-13031 (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
Image-Based Electric Consumption Recognition via Multi-Task Learning. BRACIS 2019: 419-424 - 2018
- [j6]Daniel Lima Gomes Jr.
Augmented visualization using homomorphic filtering and Haar-based natural markers for power systems substations. Comput. Ind. 97: 67-75 (2018) - [c9]Geovane M. Ramos Neto, Geraldo Braz Junior
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
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
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
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
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
Evaluation of Melanoma Diagnosis using Deep Features. IWSSIP 2018: 1-4 - 2017
- [j5]Thales Levi Azevedo Valente, João Dallyson Sousa de Almeida
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
Texture based on geostatistic for glaucoma diagnosis from fundus eye image. Multim. Tools Appl. 76(18): 19173-19190 (2017) - [c3]Jullyana Fialho Pinheiro, João Dallyson Sousa de Almeida
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
A Deep Approach for Handwritten Musical Symbols Recognition. WebMedia 2016: 191-194 - 2015
- [j3]João Dallyson Sousa de Almeida
Surgical planning for horizontal strabismus using Support Vector Regression. Comput. Biol. Medicine 63: 178-186 (2015) - [j2]João Dallyson Sousa de Almeida
Computer-Aided Methodology for Syndromic Strabismus Diagnosis. J. Digit. Imaging 28(4): 462-473 (2015) - 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 - 2012
- [j1]João Dallyson Sousa de Almeida
Computational methodology for automatic detection of strabismus in digital images through Hirschberg test. Comput. Biol. Medicine 42(1): 135-146 (2012) - 2011
- [c1]João Dallyson Sousa de Almeida
Automatic Eye Detection in Human Faces Using Geostatistical Functions and Support Vector Machines. ICIAR (2) 2011: 151-160
Coauthor Index
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last updated on 2024-10-07 21:16 CEST by the dblp team
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