João Dallyson Sousa de Almeida

João Dallyson Sousa de Almeida

Universidade Federal do Maranhão

H-index: 18

Latin America-Brazil

About João Dallyson Sousa de Almeida

João Dallyson Sousa de Almeida, With an exceptional h-index of 18 and a recent h-index of 16 (since 2020), a distinguished researcher at Universidade Federal do Maranhão, specializes in the field of Processamento de Imagens Médicas, Aprendizado de Máquina, Sistemas Inteligentes.

His recent articles reflect a diverse array of research interests and contributions to the field:

Deep learning for detecting dilated or contracted pupils

Application of Example-Based Explainable Artificial Intelligence (XAI) for Analysis and Interpretation of Medical Imaging: A Systematic Review

Effects of Water Temperature and Structural Habitat Complexity on the Routine Swimming Speed and Escape Response of Post-Settlement Stage White Seabream

Application of Deep Learning to the Detection of Foreign Object Debris at Aerodromes' Movement Area.

A two-stage method for polyp detection in colonoscopy images based on saliency object extraction and transformers

Multilevel CNN for anterior chamber angle classification using AS-OCT images

Detecçao automática de doenças da visao em imagens de reflexo vermelho utilizando Deep Features e Ensemble

A method for detecting pathologies in concrete structures using deep neural networks

João Dallyson Sousa de Almeida Information

University

Position

Professor de Ciência da Computação

Citations(all)

990

Citations(since 2020)

825

Cited By

336

hIndex(all)

18

hIndex(since 2020)

16

i10Index(all)

28

i10Index(since 2020)

24

Email

University Profile Page

Universidade Federal do Maranhão

Google Scholar

View Google Scholar Profile

João Dallyson Sousa de Almeida Skills & Research Interests

Processamento de Imagens Médicas

Aprendizado de Máquina

Sistemas Inteligentes

Top articles of João Dallyson Sousa de Almeida

Title

Journal

Author(s)

Publication Date

Deep learning for detecting dilated or contracted pupils

Biomedical Signal Processing and Control

Fredson C Rodrigues

Darlan BP Quintanilha

Anselmo C de Paiva

Aristófanes C Silva

João DS de Almeida

...

2024/8/1

Application of Example-Based Explainable Artificial Intelligence (XAI) for Analysis and Interpretation of Medical Imaging: A Systematic Review

Miguel Fontes

João Dallyson Sousa De Almeida

António Cunha

2024/2/19

Effects of Water Temperature and Structural Habitat Complexity on the Routine Swimming Speed and Escape Response of Post-Settlement Stage White Seabream

Oceans

Patrícia Vicente

João Almeida

Laura Ribeiro

Sara Castanho

Ana Candeias-Mendes

...

2024/1/12

Application of Deep Learning to the Detection of Foreign Object Debris at Aerodromes' Movement Area.

Joao Almeida

Gonçalo Cruz

Diogo Silva

Tiago Oliveira

2023

A two-stage method for polyp detection in colonoscopy images based on saliency object extraction and transformers

IEEE Access

Alan Carlos De Moura Lima

Lisle Faray De Paiva

Geraldo Bráz

João Dallyson S De Almeida

Aristófanes Corrêa Silva

...

2023/7/19

Multilevel CNN for anterior chamber angle classification using AS-OCT images

International Journal of Innovative Computing and Applications

Marcos Melo Ferreira

Geraldo Braz Junior

João Dallyson Sousa de Almeida

Anselmo Cardoso Paiva

Rodrigo de MS Veras

2023

Detecçao automática de doenças da visao em imagens de reflexo vermelho utilizando Deep Features e Ensemble

Matheus Henrique A Nunes

Joao Dallyson S Almeida

Italo Francyles S da Silva

Geraldo Braz Júnior

2023/6/27

A method for detecting pathologies in concrete structures using deep neural networks

Applied Sciences

Joel de Conceição Nogueira Diniz

Anselmo Cardoso de Paiva

Geraldo Braz Junior

João Dallyson Sousa de Almeida

Aristofanes Correa Silva

...

2023/5/7

Univariate Time Series missing data Imputation using Pix2Pix GAN

IEEE Latin America Transactions

Mauricio Morais Almeida

João Dallyson Sousa de Almeida

Geraldo Braz Junior

Aristofanes Correa Silva

Anselmo Cardoso de Paiva

2023/3/14

Glaucoma Grading Using Multimodal Imaging and Multilevel CNN

IEEE Latin America Transactions

Marcos Melo Ferreira

Geraldo Braz Junior

João Dallyson Sousa de Almeida

Anselmo Cardoso Paiva

2023/9/19

RESOLVENDO SUDOKUS GENERALIZADOS ATRAVÉS DE ALGORITMOS DE BACKTRACKING E DE DANCING LINKS

Revista de Estudos Multidisciplinares UNDB

Allan Cruz

João Dallyson de S Almeida

Pamela Cruz

2023/2/1

A PPM-based UNet for Tumour and Kidney Segmentation in CTScans

Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization

Marcus Vinicius SL Oliveira

Caio EF Matos

Geraldo Braz Júnior

Anselmo Cardoso de Paiva

João D Sousa de Almeida

...

2023/9/3

Practical Findings from Applying Quality Assurance Activities in the Development of Three Information Systems for Power Companies.

Geraldo Braz Junior

Luis Rivero

João Almeida

Simara V Rocha

Aristófanes C Silva

...

2022

Otimização de Hiperparâmetros de Redes Neurais Profundas para Detecção de Cardiomegalia em radiografias do tórax

Saulo Enock Rodrigues Fernandes

Ricardo Costa da Silva Marques

Joao Dallyson Sousa de Almeida

Anselmo Cardoso de Paiva

Geraldo Braz Junior

2022/6/7

Enabling Pragmatic Software Testing Education in Brazil through an Education Repository: An Initial Proposal

João Gomes

Kennedy Nunes

Luis Rivero

Davi Viana

Geraldo Braz Junior

...

2022/6/22

Effects of exposure to elevated temperature and different food levels on the escape response and metabolism of early life stages of white seabream, Diplodus sargus

Conservation Physiology

João Almeida

Ana Rita Lopes

Laura Ribeiro

Sara Castanho

Ana Candeias-Mendes

...

2022

Ppm-unet: Uma rede neural convolucional para a segmentação de rins em imagens de tc

Marcus Vinicius Oliveira

Caio Eduardo Falcao Matos

Geraldo Braz Júnior

Anselmo Cardoso de Paiva

Joao D Sousa de Almeida

...

2022/6/7

A ensemble methodology for automatic classification of chest X-rays using deep learning

Computers in Biology and Medicine

Luis Vogado

Flávio Araújo

Pedro Santos Neto

João Almeida

João Manuel RS Tavares

...

2022/6/1

Treinando rede neural profunda com divisão proporcional de imagens para segmentação de estruturas da retina

Pedro Victor de A Fonseca

Alexandre Carvalho Araújo

Joao Dallyson S de Almeida

Geraldo Braz Júnior

2022/6/7

Segmentação automática de rins e tumores renais em imagens de tomografia computadorizada baseada em aprendizado profundo 2.5 D.

Aristófanes Corrêa SILVA

João Dallyson Sousa de ALMEIDA

Aura CONCI

Leandro Augusto Frata FERNANDES

Kelson Rômulo Teixeira AIRES

2022/5/20

See List of Professors in João Dallyson Sousa de Almeida University(Universidade Federal do Maranhão)

Co-Authors

H-index: 38
Marcelo Gattass

Marcelo Gattass

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 35
Aristofanes Correa Silva

Aristofanes Correa Silva

Universidade Federal do Maranhão

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