Evaluation of data balancing techniques in 3D CNNs for the classification of pulmonary nodules in CT images. - Thiago José Barbosa Lima; Flávio Henrique Duarte de Araújo; Antonio Oseas de Carvalho Filho; Ricardo de Andrade Lira Rabelo; Rodrigo de Melo Souza Veras; Mano Joseph Mathew (ISCC, 2020)

A Capsule Network-based for identification of Glaucoma in retinal images. - Patrick Ryan Sales dos Santos; Vitória de Carvalho Brito; Antonio Oseas de Carvalho Filho; Flávio Henrique Duarte de Araújo; Ricardo de Andrade Lira Rabelo; Mano Joseph Mathew (ISCC, 2020)

Tumor Segmentation in Breast DCE- MRI Slice Using Deep Learning Methods. - Edson Damasceno Carvalho; Romuere Rôdrigues Veloso e Silva; Mano Joseph Mathew; Flávio Henrique Duarte de Araújo; Antonio Oseas de Carvalho Filho (ISCC, 2021)

An automated method for segmentation of COVID-19 lesions based on Computed Tomography using deep learning methods. - José Anatiel Gonçalves Santos Landim; Flávio Henrique Duarte de Araújo; Mano Joseph Mathew; Antonio Oseas de Carvalho Filho (ISCC, 2021)

Automatic method for glaucoma diagnosis using a three-dimensional convoluted neural network. - Nonato Rodrigues de Sales Carvalho; Maria da Conceição Leal Carvalho Rodrigues; Antonio Oseas de Carvalho Filho; Mano Joseph Mathew (Neurocomputing, 2021)

Malignant breast lesions detection in histopathological images based on the combination of bioinspired texture descriptors and deep features. - Daniel S. Luz; Tomaz Bisneto; Thiago José Barbosa Lima; Mano Joseph Mathew; Flávio H. D. Araújo (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Deep learning approach for disease detection in lumbosacral spine radiographs using ConvNet. - Pablo de Abreu Vieira; Luis H. S. Vogado; Lucas A. Lopes; Ricardo de A. L. Rabelo; Pedro de A. Santos Neto; Mano Joseph Mathew; Deborah Maria Vieira Magalhães; Romuere R. V. e Silva (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

An approach to the prediction of breast cancer response to neoadjuvant chemotherapy based on tumor habitats in DCE-MRI images. - Edson Damasceno Carvalho; Otilio Paulo da Silva Neto; Mano Joseph Mathew; Antônio Oséas de Carvalho Filho (Expert Syst. Appl., 2023)