Marcelo Faria

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 4

Top Topics

Radiographic Images

Convolutional Neural Networks

Software Packages

Top Venues

Comput. Biol. Medicine

Publications

Maira B. H. Moran, Marcelo Faria, Gilson A. Giraldi, Luciana Bastos, Aura Conci
Using super-resolution generative adversarial network models and transfer learning to obtain high resolution digital periapical radiographs. Comput. Biol. Medicine 129 (2021)
Maira B. H. Moran, Marcelo Faria, Gilson A. Giraldi, Luciana Bastos, Larissa Oliveira, Aura Conci
Classification of Approximal Caries in Bitewing Radiographs Using Convolutional Neural Networks. Sensors 21 (15) (2021)
Maira B. H. Moran, Marcelo Faria, Gilson A. Giraldi, Luciana Bastos, Aura Conci
Do Radiographic Assessments of Periodontal Bone Loss Improve with Deep Learning Methods for Enhanced Image Resolution? Sensors 21 (6) (2021)
Maira Beatriz Hernandez Moran, Marcelo Faria, Gilson A. Giraldi, Luciana Bastos, Bruno da Silva Inacio, Aura Conci
On using convolutional neural networks to classify periodontal bone destruction in periapical radiographs. BIBM (2020)
Regis Hattori, Marcelo Fantinato, Marcelo Faria, Marcos Lordello Chaim
SPLOT-TM: Apoio ao Gerenciamento de Testes Funcionais em Linha de Produto de Software. SBSI (2013)
Bruno Correa, Edison Ishikawa, Artur Ziviani, Marcelo Faria
Medical image analysis using mobile devices. SAC (2008)
Paulo Sergio Rodrigues, Gilson A. Giraldi, Marcia Provenzano, Marcelo Faria, Ruey-Feng Chang, Jasjit S. Suri
A New Methodology Based on q-Entropy for Breast Lesion Classification in 3-D Ultrasound Images. EMBC (2006)