Binary Segmentation of Seismic Facies Using Encoder-Decoder Neural Networks. - Gefersom Lima; Gabriel de Oliveira Ramos; Sandro Rigo; Felipe André Zeiser; Ariane da Silveira (CoRR, 2020)

Segmentation of Masses on Mammograms Using Data Augmentation and Deep Learning. - Felipe André Zeiser; Cristiano André da Costa; Tiago Zonta; Nuno M. C. Marques; Adriana Vial Roehe; Marcelo Moreno; Rodrigo da Rosa Righi (J. Digit. Imaging, 2020)

Evaluation of Convolutional Neural Networks for COVID-19 Classification on Chest X-Rays. - Felipe André Zeiser; Cristiano André da Costa; Gabriel de Oliveira Ramos; Henrique Bohn; Ismael Santos 002; Rodrigo da Rosa Righi (BRACIS (2), 2021)

Breast cancer intelligent analysis of histopathological data: A systematic review. - Felipe André Zeiser; Cristiano André da Costa; Adriana Vial Roehe; Rodrigo da Rosa Righi; Nuno Marques 001 (Appl. Soft Comput., 2021)

DeepBatch: A hybrid deep learning model for interpretable diagnosis of breast cancer in whole-slide images. - Felipe André Zeiser; Cristiano André da Costa; Gabriel de Oliveira Ramos; Henrique Bohn; Ismael Santos 002; Adriana Vial Roehe (Expert Syst. Appl., 2021)

DeepCADD: A Deep Learning Architecture for Automatic Detection of Coronary Artery Disease. - Samuel A. Freitas; Felipe André Zeiser; Cristiano André da Costa; Gabriel de Oliveira Ramos (IJCNN, 2022)

ARTERIAL: A Natural Language Processing Model for Prevention of Information Leakage from Electronic Health Records. - Guilherme Goldschmidt; Felipe André Zeiser; Rodrigo da Rosa Righi; Cristiano André da Costa (SBESC, 2023)

Pleural Effusion Classification on Chest X-Ray Images with Contrastive Learning. - Felipe André Zeiser; Ismael Santos 002; Henrique Bohn; Cristiano André da Costa; Gabriel de Oliveira Ramos; Rodrigo da Rosa Righi; Andreas Maier 001; José Rodrigo M. Andrade; Alexandre Bacelar (WEBIST, 2023)

Classification and Prediction of Hypoglycemia in Patients with Type 2 Diabetes Mellitus Using Data from the EHR and Patient Context. - Luis Claudio Gubert; Felipe André Zeiser; Cristiano André da Costa; Rafael Kunst (IoTBDS, 2024)

CheXReport: A transformer-based architecture to generate chest X-ray reports suggestions. - Felipe André Zeiser; Cristiano André da Costa; Gabriel de Oliveira Ramos; Andreas K. Maier; Rodrigo da Rosa Righi (Expert Syst. Appl., 2024)

An encoder-decoder deep neural network for binary segmentation of seismic facies. - Gefersom Lima; Felipe André Zeiser; Ariane da Silveira; Sandro José Rigo; Gabriel de Oliveira Ramos (Comput. Geosci., 2024)