Fast and accurate 3-D spine MRI segmentation using FastCleverSeg
Jonathan da Silva Ramos Mirela Teixeira Cazzolato; Oscar Alonso Cuadros Linares; Jamilly Gomes Maciel; Rafael Menezes-Reis; Paulo Mazzoncini de Azevedo-Marques; Marcello Henrique Nogueira-Barbosa; Caetano Traina Junior; Agma Juci Machado Traina
Magnetic Resonance Imaging New York v. 109, p. 134-146, June 2024
Diagnosis of autism spectrum disorder based on functional brain networks and machine learning
Caroline Lourenço Alves Thaise Graziele Lima de Oliveira; Patricia Maria de Carvalho Aguiar; Aruane Mello Pineda; Kirstin Roster; Christiane Thielemann; Joel Augusto Moura Porto; Francisco Aparecido Rodrigues
Scientific Reports London v. 13, p. 8072-1-8072-20, May 2023
London 2023
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-3141824 ) e outros locais(Acessar)
Early detection of autism spectrum disorder using non-invasive EEG
Marcela Prince Antunes João Luís Garcia Rosa; Fabio Junior Sabai; Fernando Soares de Aguiar Neto; International Conference on Body Sensor Networks - BSN (19. 2023 Boston)
A deep learning-based radiomics approach for COVID-19 detection from CXR images using ensemble learning model
Márcus Vinícius Lobo Costa Erikson Júlio de Aguiar; Lucas Santiago Rodrigues; Jonathan da Silva Ramos; Caetano Traina Junior; Agma Juci Machado Traina; International Symposium on Computer-Based Medical Systems - CBMS (36. 2023 L'Aquila, Italy)
Analysis of functional connectivity using machine learning and deep learning in different data modalities from individuals with schizophrenia
Caroline Lourenço Alves Thaise Graziele Lima de Oliveira; Joel Augusto Moura Porto; Patricia Maria de Carvalho Aguiar; Eduardo Pondé de Sena; Francisco Aparecido Rodrigues; Aruane Mello Pineda; Christiane Thielemann
Journal of Neural Engineering Bristol v. 20, n. 5, p. 056025-1-056025-28, Oct. 2023
Bristol 2023
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-3156886 ) e outros locais(Acessar)
Classification of H&E images via CNN models with XAI approaches, deepdream representations and multiple classifiers
Leandro Alves Neves João Manuel Cardoso Martinez; Leonardo Henrique da Costa Longo; Guilherme Freire Roberto; Thaína Aparecida Azevedo Tosta; Paulo Rogério de Faria; Adriano Mota Loyola; Sérgio Vitorino Cardoso; Adriano Barbosa Silva; Marcelo Zanchetta do Nascimento; Guilherme Botazzo Rozendo; International Conference on Enterprise Information Systems - ICEIS (25. 2023 Prague, Czech Republic)