Adriell Gomes Marques

13 papers B 3Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
A novel generative model for brain tumor detection using magnetic resonance imaging.
Comput. Medical Imaging Graph.
José Jerovane da Costa Nascimento, Adriell Gomes Marques, Lucas do Nascimento Souza, Carlos Mauricio Jaborandy de Mattos Dourado Junior, Antônio Carlos da Silva Barros, Victor Hugo C. de Albuquerque, Luís Fabrício de Freitas Sousa
2024 J jnl
Health of Things Melanoma Detection System - detection and segmentation of melanoma in dermoscopic images applied to edge computing using deep learning and fine-tuning models.
Frontiers Commun. Networks
José Jerovane da Costa Nascimento, Adriell Gomes Marques, Yasmim Osório Adelino Rodrigues, Guilherme Freire Brilhante Severiano, Icaro de Sousa Rodrigues, Carlos Mauricio Jaborandy de Mattos Dourado Junior, Luís Fabrício de Freitas Souza
2024 — conf
New Approach Generative AI Melanoma Data Fusion for Classification in Dermoscopic Images with Large Language Model.
SIBGRAPI
Adriell Gomes Marques, Marcus Vinicius Candido de Figueiredo, José Jerovane da Costa Nascimento, Cidcley Teixeira de Souza, Carlos Mauricio Jaborandy de Mattos Dourado Junior, Victor Hugo C. de Albuquerque, Luís Fabrício de Freitas Souza
2024 — conf
Wearable Stroke Alert System - New Health of Things Approach Based on Generative AI and Datafusion for Real-Time Stroke Monitoring.
SBESC
Adriell Gomes Marques, Carlos E. Andrade, José Jerovane da Costa Nascimento, Yasmim Osório Adelino Rodrigues, Guilherme Freire Brilhante Severiano, Paulo Roberto Gomes Abreu Filho, Carlos Mauricio Jaborandy de Mattos Dourado Junior, Luís Fabrício de Freitas Souza
2023 B conf
Divisible Cell-Segmentation: A New Approach for Stroke Detection and Segmentation in CT Scans Using Deep Learning and Fine-tuning.
IJCNN
Luís Fabrício de F. Souza, Joel R. Michaliszen Junior, Adriell Gomes Marques, Yasmin Osório Adelino Rodrigues, Guilherme Freire Brilhante Severiano, José Jerovane da Costa Nascimento, Pedro Pedrosa Rebouças Filho
2023 B conf
New Health of Things Approach to Classification and Detection of Brain Tumors Using Transfer Learning for Segmentation in IMR Images.
IJCNN
José Jerovane da Costa Nascimento, Adriell Gomes Marques, Matheus Araujo dos Santos, Lucas de O. Santos, Julio Macedo Chaves, Luís Fabrício de F. Souza, Pedro Pedrosa Rebouças Filho
2022 B conf
Automatic Segmentation of Hemorrhagic Stroke on Brain CT Images Using Convolutional Neural Networks Through Fine-Tuning.
IJCNN
Adriell Gomes Marques, Luís Fabrício de F. Souza, Matheus Araujo dos Santos, José Jerovane da Costa Nascimento, Róger Moura Sarmento, Iago Belarmino Lucena, Iágson Carlos Lima Silva, Pedro Pedrosa Rebouças Filho
2022 — conf
Fully Automatic LPR Method Using Haar Cascade for Real Mercosur License Plates.
ISDA (3)
Cyro M. G. Sabóia, Adriell Gomes Marques, Luís Fabrício de Freitas Souza, Solon Alves Peixoto, Matheus A. dos Santos, Antônio Carlos da Silva Barros, Paulo A. L. Rego, Pedro Pedrosa Rebouças Filho
2022 — conf
New Approach in LPR Systems Using Deep Learning to Classify Mercosur License Plates with Perspective Adjustment.
ISDA (2)
Luís Fabrício de F. Souza, José Jerovane da Costa Nascimento, Cyro M. G. Sabóia, Adriell Gomes Marques, Guilherme Freire Brilhante Severiano, Lucas de Oliveira Santos, Paulo A. L. Rego, Pedro Pedrosa Rebouças Filho
2022 J jnl
New fully automatic approach for tissue identification in histopathological examinations using transfer learning.
IET Image Process.
Yongzhao Xu, Matheus A. dos Santos, Luís Fabrício de F. Souza, Adriell Gomes Marques, Lijuan Zhang, José Jerovane da Costa Nascimento, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho
2021 J jnl
A soft computing automatic based in deep learning with use of fine-tuning for pulmonary segmentation in computed tomography images.
Appl. Soft Comput.
Yongzhao Xu, Luís Fabrício de F. Souza, Iágson Carlos Lima Silva, Adriell Gomes Marques, Francisco H. S. Silva, Virgínia Xavier Nunes, Tao Han, Chuanyu Jia, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho
2020 J jnl
Internet of Medical Things - Based on Deep Learning Techniques for Segmentation of Lung and Stroke Regions in CT Scans.
IEEE Access
Tao Han, Virgínia Xavier Nunes, Luís Fabrício de F. Souza, Adriell Gomes Marques, Iágson Carlos Lima Silva, Marcos Aurelio A. Ferreira Junior, Jinghua Sun, Pedro Pedrosa Rebouças Filho
2020 J jnl
Internet of Medical Things: An Effective and Fully Automatic IoT Approach Using Deep Learning and Fine-Tuning to Lung CT Segmentation.
Sensors
Luís Fabrício de F. Souza, Iágson Carlos Lima Silva, Adriell Gomes Marques, Francisco Hércules dos S. Silva, Virgínia Xavier Nunes, Mohammad Mehedi Hassan, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho