Matheus de Freitas Oliveira Baffa

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Diabetic Retinopathy

Top Venues

Comput. methods Biomech. Biomed. Eng. Imaging Vis.

Comput. Methods Programs Biomed.

Publications

Matheus de Freitas Oliveira Baffa, Denise Maria Zezell, Luciano Bachmann, Thiago Martini Pereira, Thomas Martin Deserno, Joaquim Cezar Felipe
Deep neural networks can differentiate thyroid pathologies on infrared hyperspectral images. Comput. Methods Programs Biomed. 247 (2024)
Frederico Barbosa Muniz, Matheus de Freitas Oliveira Baffa, Sergio Britto Garcia, Luciano Bachmann, Joaquim Cezar Felipe
Histopathological diagnosis of colon cancer using micro-FTIR hyperspectral imaging and deep learning. Comput. Methods Programs Biomed. 231 (2023)
Matheus de Freitas Oliveira Baffa, Lucas Grassano Lattari, Aura Conci
3D Convolutional Neural Networks for Dynamic Breast Infrared Imaging Classification. AIIIMA@MICCAI (2023)
Octavio Xavier Furio, Carlos Eduardo Rodrigues Dos Santos, Arthur Melo De Oliveira, Matheus de Freitas Oliveira Baffa, Joaquim Cezar Felipe
Breast Cancer Detection in Histological Images Using Radiomic Features and Fully Connected Neural Networks. SITIS (2023)
Matheus de Freitas Oliveira Baffa, Luciano Bachmann, Denise Maria Zezell, Thiago Martini Pereira, Thomas Martin Deserno, Joaquim Cezar Felipe
Advancing Thyroid Pathologies Detection with Recurrent Neural Networks and Micro-FTIR Hyperspectral Imaging. CBMS (2023)
Elisson Carlos de Carvalho, Alessandra Martins Coelho, Aura Conci, Matheus de Freitas Oliveira Baffa
U-Net Convolutional Neural Networks for breast IR imaging segmentation on frontal and lateral view. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (3) (2023)
Matheus de Freitas Oliveira Baffa, João Guilherme Pereira, Fabrício Henrique Simozo, Luiz Otávio Murta Júnior, Joaquim Cezar Felipe
Focal cortical dysplasia classification for refractory epilepsy detection using artificial neural network. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (3) (2023)
Matheus de Freitas Oliveira Baffa, Joaquim Cezar Felipe, João Victor Gomes Martins, Alessandra Marins Coelho
Radiomic Features for Diabetic Retinopathy Early Detection Using Deep Neural Networks. SITIS (2023)
Matheus de Freitas Oliveira Baffa, Fernando Lucas Lima Martins, Alessandra Martins Coelho, Joaquim Cezar Felipe
COVID-19 and Viral Pneumonia Classification Using Radiomic Features and Deep Learning. SITIS (2022)
Matheus de Freitas Oliveira Baffa, Aura Conci
Radiomics for Breast IR-Imaging Classification. AIIIMA/MIABID@MICCAI (2022)
Davidson Lucas De Souza, Alessandra Martins Coelho, Joaquim Cezar Felipe, Matheus de Freitas Oliveira Baffa
Brain Tumor Classification on Multi-Modality MRI Using Radiomic Features. BIBM (2021)
Matheus de Freitas Oliveira Baffa, Luciano Bachmann, Thiago Martini Pereira, Joaquim Cezar Felipe
Hyperspectral Signal Analysis for Thyroid Neoplasm Typification On Infrared Spectrum. CBMS (2021)
Matheus de Freitas Oliveira Baffa, Lucas Grassano Lattari
Convolutional Neural Networks for Static and Dynamic Breast Infrared Imaging Classification. SIBGRAPI (2018)