Internet of Medical Things - Based on Deep Learning Techniques for Segmentation of Lung and Stroke Regions in CT Scans. - Tao Han 004; Virgínia Xavier Nunes; Luís Fabrício de F. Souza; Adriell Gomes Marques; Iágson Carlos Lima Silva; Marcos Aurelio A. Ferreira Junior; Jinghua Sun 001; Pedro Pedrosa Rebouças Filho (IEEE Access, 2020)

Internet of Medical Things: An Effective and Fully Automatic IoT Approach Using Deep Learning and Fine-Tuning to Lung CT Segmentation. - 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 (Sensors, 2020)

A soft computing automatic based in deep learning with use of fine-tuning for pulmonary segmentation in computed tomography images. - Yongzhao Xu; Luís Fabrício de F. Souza; Iágson Carlos Lima Silva; Adriell Gomes Marques; Francisco H. S. Silva; Virgínia Xavier Nunes; Tao Han 004; Chuanyu Jia; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (Appl. Soft Comput., 2021)

Automatic Segmentation of Hemorrhagic Stroke on Brain CT Images Using Convolutional Neural Networks Through Fine-Tuning. - 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 (IJCNN, 2022)

Fully Automatic LPR Method Using Haar Cascade for Real Mercosur License Plates. - 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 (ISDA (3), 2022)

New Approach in LPR Systems Using Deep Learning to Classify Mercosur License Plates with Perspective Adjustment. - 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 (ISDA (2), 2022)

New fully automatic approach for tissue identification in histopathological examinations using transfer learning. - 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 (IET Image Process., 2022)

New Health of Things Approach to Classification and Detection of Brain Tumors Using Transfer Learning for Segmentation in IMR Images. - 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 (IJCNN, 2023)

Divisible Cell-Segmentation: A New Approach for Stroke Detection and Segmentation in CT Scans Using Deep Learning and Fine-tuning. - 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 (IJCNN, 2023)

Wearable Stroke Alert System - New Health of Things Approach Based on Generative AI and Datafusion for Real-Time Stroke Monitoring. - 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 (SBESC, 2024)

New Approach Generative AI Melanoma Data Fusion for Classification in Dermoscopic Images with Large Language Model. - 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 (SIBGRAPI, 2024)

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. - 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 (Frontiers Commun. Networks, 2024)

A novel generative model for brain tumor detection using magnetic resonance imaging. - 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 (Comput. Medical Imaging Graph., 2025)