Convolutional Neural Networks for Static and Dynamic Breast Infrared Imaging Classification. - Matheus de Freitas Oliveira Baffa; Lucas Grassano Lattari (SIBGRAPI, 2018)

Brain Tumor Classification on Multi-Modality MRI Using Radiomic Features. - Davidson Lucas De Souza; Alessandra Martins Coelho; Joaquim Cezar Felipe; Matheus de Freitas Oliveira Baffa (BIBM, 2021)

Hyperspectral Signal Analysis for Thyroid Neoplasm Typification On Infrared Spectrum. - Matheus de Freitas Oliveira Baffa; Luciano Bachmann; Thiago Martini Pereira; Joaquim Cezar Felipe (CBMS, 2021)

Radiomics for Breast IR-Imaging Classification. - Matheus de Freitas Oliveira Baffa; Aura Conci (AIIIMA/MIABID@MICCAI, 2022)

COVID-19 and Viral Pneumonia Classification Using Radiomic Features and Deep Learning. - Matheus de Freitas Oliveira Baffa; Fernando Lucas Lima Martins; Alessandra Martins Coelho; Joaquim Cezar Felipe (SITIS, 2022)

Advancing Thyroid Pathologies Detection with Recurrent Neural Networks and Micro-FTIR Hyperspectral Imaging. - Matheus de Freitas Oliveira Baffa; Luciano Bachmann; Denise Maria Zezell; Thiago Martini Pereira; Thomas Martin Deserno; Joaquim Cezar Felipe (CBMS, 2023)

3D Convolutional Neural Networks for Dynamic Breast Infrared Imaging Classification. - Matheus de Freitas Oliveira Baffa; Lucas Grassano Lattari; Aura Conci (AIIIMA@MICCAI, 2023)

Radiomic Features for Diabetic Retinopathy Early Detection Using Deep Neural Networks. - Matheus de Freitas Oliveira Baffa; Joaquim Cezar Felipe; João Victor Gomes Martins; Alessandra Marins Coelho (SITIS, 2023)

Breast Cancer Detection in Histological Images Using Radiomic Features and Fully Connected Neural Networks. - Octavio Xavier Furio; Carlos Eduardo Rodrigues Dos Santos; Arthur Melo De Oliveira; Matheus de Freitas Oliveira Baffa; Joaquim Cezar Felipe (SITIS, 2023)

Histopathological diagnosis of colon cancer using micro-FTIR hyperspectral imaging and deep learning. - Frederico Barbosa Muniz; Matheus de Freitas Oliveira Baffa; Sergio Britto Garcia; Luciano Bachmann; Joaquim Cezar Felipe (Comput. Methods Programs Biomed., 2023)

Focal cortical dysplasia classification for refractory epilepsy detection using artificial neural network. - Matheus de Freitas Oliveira Baffa; João Guilherme Pereira; Fabrício Henrique Simozo; Luiz Otávio Murta Júnior; Joaquim Cezar Felipe (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

U-Net Convolutional Neural Networks for breast IR imaging segmentation on frontal and lateral view. - Elisson Carlos de Carvalho; Alessandra Martins Coelho; Aura Conci; Matheus de Freitas Oliveira Baffa (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

3D-CNN for Breast Cancer Detection on Angular IR Images. - Matheus de Freitas Oliveira Baffa; Thamiris Gire Zine Neves; Carinna Nunes Tulha; Aura Conci (AIIIMA, 2024)

Deep neural networks can differentiate thyroid pathologies on infrared hyperspectral images. - Matheus de Freitas Oliveira Baffa; Denise Maria Zezell; Luciano Bachmann; Thiago Martini Pereira; Thomas Martin Deserno; Joaquim Cezar Felipe (Comput. Methods Programs Biomed., 2024)