Adaptive Level Set with region analysis via Mask R-CNN: A comparison against classical methods. - Virgínia Xavier Nunes; Aldísio Gonçalves Medeiros; Francisco H. S. Silva; Gabriel Maia Bezerra; Pedro P. R. Filho (IJCNN, 2020)

Predicting body measures from 2D images using Convolutional Neural Networks. - João W. M. de Souza; Gabriel Bandeira Holanda; Roberto F. Ivo; Shara S. A. Alves; Suane Pires P. da Silva; Virgínia Xavier Nunes; Luiz Lannes Loureiro; C. H. Dias-Silva; Pedro Pedrosa Rebouças Filho (IJCNN, 2020)

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 Novel Web Platform for COVID-19 diagnosis using X-Ray exams and Deep Learning Techniques. - Virgínia Xavier Nunes; Aldísio Gonçalves Medeiros; Raylson Silva de Lima; Luís Fabrício de F. Souza; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (IJCNN, 2021)

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)