| 2021 |
Trabalho em evento |
Quando os Discentes se Expressam: Um Relato de Experiência da Criação de um Podcast para Aumentar o Engajamento e Troca de Conhecimento em Tempos de Pandemia
Silva CARLOS; Nunes KENNEDY; Pinto NATHASHA; Costa MAIKON; Araújo ALANA et al
Workshop sobre Educação em Computação
DOI 10.5753/wei.2021.15903
|
SH
Education
|
| 2021 |
Trabalho em evento |
Classificação automática de glóbulos brancos usando descritores de forma e textura e eXtreme Gradient Boosting
Dias Júnior Domingos A; Cruz Luana B DA; Diniz João O B; Geraldo Braz JÚNIOR; Silva Aristófanes C
Simpósio Brasileiro de Computação Aplicada à Saúde
DOI 10.5753/sbcas.2021.16056
|
PS
Computer Vision and Pattern Recognition
|
| 2021 |
Trabalho em evento |
Detecção de Patologias Oculares em Imagens de Re¿exo Vermelho Utilizando Descritores de Cor
Martins Caio Manfredini Da SILVA; Santos Robert Douglas De ARAUJO; Almeida João Dallyson Sousa DE; Geraldo Braz JÚNIOR; Teixeira Jorge Antônio MEIRELES
Simpósio Brasileiro de Computação Aplicada à Saúde
DOI 10.5753/sbcas.2021.16078
|
PS
Computer Vision and Pattern Recognition
|
| 2021 |
Trabalho em evento |
Detecção De Glaucoma Usando Redes Em Cápsula
Moreira João Marcelo M; Almeida João Dallyson S DE; Geraldo Braz JÚNIOR; Paiva Anselmo Cardoso DE
Simpósio Brasileiro de Computação Aplicada à Saúde
DOI 10.5753/sbcas.2021.16064
|
PS
Computer Vision and Pattern Recognition
|
| 2021 |
Trabalho em evento |
COVID-19 automatic diagnosis with CT images using the novel Transformer architecture
Costa Gabriel Sousa SILVA; Paiva Anselmo C; Geraldo Braz JÚNIOR; Ferreira Marco MELO
Simpósio Brasileiro de Computação Aplicada à Saúde
DOI 10.5753/sbcas.2021.16073
|
PS
Computer Vision and Pattern Recognition
|
| 2021 |
Trabalho em evento |
Lessons Learned from Applying Requirements and Design Techniques in the Development of a Machine Learning System for Predicting Lawsuits Against Power Companies
Luis RIVERO; Carlos Eduardo Portela Serra De CASTRO; Boaro Jose M C; Pedro Thiago Cutrim Dos SANTOS; Venicius REGO et al
International Conference on Human-Computer Interaction (HCI)
DOI 10.1007/978-3-030-78321-1_18
ISBN 9783030783204
|
PS
Human-Computer Interaction
|
| 2021 |
Trabalho em evento |
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 De Souza OLIVEIRA; Anderson PAIVA; Victor FERREIRA; Simara Veira Da ROCHA; Ítalo SANTOS et al
International Conference on Human-Computer Interaction (HCI)
DOI 10.1007/978-3-030-90238-4_23
|
PS
Human-Computer Interaction
|
| 2021 |
Trabalho em evento |
Using Machine Learning for Risk Classification in Brazilian Federal Voluntary Transfers
Daniel M GUILHON; Aillkeen Bezerra De OLIVEIRA; Daniel Lima Gomes JÚNIOR; Anselmo Cardoso De PAIVA; Cláudio De Souza BAPTISTA et al
International Conference on Electronic Government and the Information Systems Perspective
DOI 10.1007/978-3-030-86611-2_13
ISBN 9783030866105
|
SH
Management Science and Operations Research
|
| 2021 |
Trabalho em evento |
Satellite Image Segmentation of Gold Exploration Areas in the Amazon Rainforest Using U-Net
Boaro Jose Matheus CARVALHO; Dos Santos Pedro Thiago CUTRIM; Serra ARTHUR; Rego Venicius GARCIA; Martins Carlos VINICIOS et al
2021 IEEE International Humanitarian Technology Conference (IHTC)
DOI 10.1109/IHTC53077.2021.9698927
ISBN 9781665449250
|
PS
Computer Vision and Pattern Recognition
|
| 2021 |
Trabalho em evento |
Computational Methodology for Iris Segmentation and Detection in Images from the Eyes Region Using Convolutional Neural Networks
Rodrigues Fredson COSTA; Paiva Anselmo C DE; Almeida João Dalysson S DE; Geraldo Braz JÚNIOR; Corrêa ARISTÓFANES et al
Workshop de Visão Computacional
DOI 10.5753/wvc.2021.18910
|
PS
Computer Vision and Pattern Recognition
|
| 2021 |
Artigo em periódico |
Automatic ocular version evaluation in images using random forest
Pinheiro Jullyana FIALHO; De Almeida João Dallyson SOUSA; Teixeira Jorge Antonio MEIRELES; Geraldo Braz JÚNIOR; De Paiva Anselmo CARDOSO et al
EXPERT SYSTEMS WITH APPLICATIONS
DOI 10.1016/j.eswa.2021.114847
ISSN 0957-4174
|
PS
Computer Vision and Pattern Recognition
|
| 2021 |
Artigo em periódico |
Automatic segmentation of retinal layers in OCT images with intermediate age-related macular degeneration using U-Net and DexiNed
De Sousa Jefferson ALVES; Anselmo Cardoso De PAIVA; Aristófanes Corrêa SILVA; João Dallyson De Sousa ALMEIDA; Geraldo Braz JÚNIOR et al
PLoS One
DOI 10.1371/journal.pone.0251591
ISSN 1932-6203
|
HS
Radiology; Nuclear Medicine and Imaging
|
| 2021 |
Artigo em periódico |
Surgical Planning of Horizontal Strabismus Using Multiple Output Regression Tree
Fernandes Leite Fernando HENRIQUE; Sousa De Almeida João DALLYSON; Batista Da Cruz LUANA; Meireles Teixeira Jorge ANTONIO; Geraldo Braz JÚNIOR et al
COMPUTERS IN BIOLOGY AND MEDICINE
DOI 10.1016/j.compbiomed.2021.104493
ISSN 0010-4825
|
HS
Ophthalmology
|
| 2021 |
Artigo em periódico |
Automatic method for classifying COVID-19 patients based on chest X-ray images; using deep features and PSO-optimized XGBoost
Dias Júnior Domingos ALVES; Da Cruz Luana BATISTA; Bandeira Diniz João OTÁVIO; França Da Silva Giovanni LUCCA; Geraldo Braz JÚNIOR et al
EXPERT SYSTEMS WITH APPLICATIONS
DOI 10.1016/j.eswa.2021.115452
ISSN 0957-4174
|
PS
Computer Vision and Pattern Recognition
|
| 2021 |
Artigo em periódico |
Bayesian Convolutional Neural Network Estimation for Pediatric Pneumonia Detection and Diagnosis
Fernandes VANDECIA; Geraldo Braz JÚNIOR; De Paiva Anselmo CARDOSO; Silva Aristófanes CORREA; Gattass MARCELO
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
DOI 10.1016/j.cmpb.2021.106259
ISSN 0169-2607
|
PS
Computer Vision and Pattern Recognition
|
| 2021 |
Artigo em periódico |
Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning
Diniz João O B; Quintanilha Darlan B P; Santos Neto Antonino C; Da Silva Giovanni L F; Ferreira Jonnison L et al
MULTIMEDIA TOOLS AND APPLICATIONS
DOI 10.1007/s11042-021-11153-y
ISSN 1380-7501
|
PS
Computer Vision and Pattern Recognition
|
| 2021 |
Artigo em periódico |
Forecasting of individual electricity consumption using Optimized Gradient Boosting Regression with Modified Particle Swarm Optimization
Sepulveda Luis F M; Diniz Petterson S; Diniz João O B; Netto Stelmo M B; Cipriano Carolina L S et al
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
DOI 10.1016/j.engappai.2021.104440
ISSN 0952-1976
|
PS
Artificial Intelligence
|
| 2021 |
Artigo em periódico |
An automated CNN architecture search for glaucoma diagnosis based on NEAT
Lima Alan C M; Geraldo Braz JÚNIOR; De Almeida João D S; De Paiva Anselmo C; Veras Rodrigo M S
MULTIMEDIA TOOLS AND APPLICATIONS
DOI 10.1007/s11042-021-11239-7
ISSN 1380-7501
|
PS
Computer Vision and Pattern Recognition
|
| 2020 |
Trabalho em evento |
Abordagem Deep Learning para Classificação de Lesões Mamárias
Pereira ROBERTO; Matos CAIO; Diniz JOÃO; Geraldo Braz JÚNIOR; De Almeida JOÃO et al
XVI Simpósio Brasileiro de Computação Aplicada à Saúde
DOI 10.5753/sbcas.2016.9906
|
PS
Computer Vision and Pattern Recognition
|
| 2020 |
Trabalho em evento |
Aplicativo Multiplataforma para Planejar Cirurgias de Estrabismo
Furtado IGOR; Almeida JOÃO; Meireles Teixeira JORGE; Geraldo Braz JÚNIOR
XVI Simpósio Brasileiro de Computação Aplicada à Saúde
DOI 10.5753/sbcas.2016.9913
|
PS
Computer Science Applications
|
| 2020 |
Trabalho em evento |
A Tool for Spatially Based Prediction of Consumer Lawsuits against Electric Power Companies
Domingos Alves Dias JUNIOR; Johnatan C SOUZA; João Otávio Bandeira DINIZ; Geraldo Braz JÚNIOR; Almeida J D S et al
GEOProcessing 2020 : The Twelfth International Conference on Advanced Geographic Information Systems; Applications; and Services
ISBN 9781612087
|
SH
Management Science and Operations Research
|
| 2020 |
Trabalho em evento |
Hybrid Capsule Network Architecture Estimation for Melanoma Detection
Boaro Jose M C; Dos Santos Pedro T CUTRIM; Rocha Carlos V M; Fontenele THAMILA; Geraldo Braz JÚNIOR et al
2020 International Conference on Systems; Signals and Image Processing (IWSSIP)
DOI 10.1109/IWSSIP48289.2020.9145127
ISBN 9781728175393
|
PS
Computer Vision and Pattern Recognition
|
| 2020 |
Trabalho em evento |
Self-Reading by Speech: An End-to-end Speech Recognition Method Applied to the Energy Consumption Measurement on Mobile Devices
Rocha Carlos V M; Oliveira Jose E S; Costa Robherson W S; Paiva Anderson M P; Sousa Jefferson A et al
2020 International Conference on Systems; Signals and Image Processing (IWSSIP)
DOI 10.1109/IWSSIP48289.2020.9145464
ISBN 9781728175393
|
PS
Computer Science Applications
|
| 2020 |
Trabalho em evento |
A Skin Lesion Semi-supervised Segmentation Method
Santos ELINEIDE; Veras RODRIGO; Miguel HELANO; Aires KELSON; Claro Maila LIMA et al
2020 International Conference on Systems; Signals and Image Processing (IWSSIP)
DOI 10.1109/iwssip48289.2020.9145240
ISBN 9781728175393
|
PS
Computer Vision and Pattern Recognition
|
| 2020 |
Trabalho em evento |
Mask Overlaying: a Deep Learning Approach for Individual Optic Cup Segmentation from Fundus Image
Lima Arthur AZEVEDO; De Carvalho Araujo Alana C; De Moura Lima Alan C; De Sousa Jefferson ALVES; De Almeida Joao Dallyson S et al
2020 International Conference on Systems; Signals and Image Processing (IWSSIP)
DOI 10.1109/iwssip48289.2020.9145459
ISBN 9781728175393
|
PS
Computer Vision and Pattern Recognition
|