Felipe André Zeiser

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Coronary Artery

Top Venues

Expert Syst. Appl.

Comput. Geosci.

Publications

Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos, Andreas K. Maier, Rodrigo da Rosa Righi
CheXReport: A transformer-based architecture to generate chest X-ray reports suggestions. Expert Syst. Appl. 255 (2024)
Luis Claudio Gubert, Felipe André Zeiser, Cristiano André da Costa, Rafael Kunst
Classification and Prediction of Hypoglycemia in Patients with Type 2 Diabetes Mellitus Using Data from the EHR and Patient Context. IoTBDS (2024)
Gefersom Lima, Felipe André Zeiser, Ariane da Silveira, Sandro Rigo, Gabriel de Oliveira Ramos
An encoder-decoder deep neural network for binary segmentation of seismic facies. Comput. Geosci. 183 (2024)
Felipe André Zeiser, Ismael Santos, Henrique Bohn, Cristiano André da Costa, Gabriel de Oliveira Ramos, Rodrigo da Rosa Righi, Andreas Maier, José Rodrigo M. Andrade, Alexandre Bacelar
Pleural Effusion Classification on Chest X-Ray Images with Contrastive Learning. WEBIST (2023)
Guilherme Goldschmidt, Felipe André Zeiser, Rodrigo da Rosa Righi, Cristiano André da Costa
ARTERIAL: A Natural Language Processing Model for Prevention of Information Leakage from Electronic Health Records. SBESC (2023)
Samuel A. Freitas, Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos
DeepCADD: A Deep Learning Architecture for Automatic Detection of Coronary Artery Disease. IJCNN (2022)
Felipe André Zeiser, Cristiano André da Costa, Adriana Vial Roehe, Rodrigo da Rosa Righi, Nuno Marques
Breast cancer intelligent analysis of histopathological data: A systematic review. Appl. Soft Comput. 113 (Part) (2021)
Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos, Henrique Bohn, Ismael Santos, Rodrigo da Rosa Righi
Evaluation of Convolutional Neural Networks for COVID-19 Classification on Chest X-Rays. CoRR (2021)
Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos, Henrique Bohn, Ismael Santos, Rodrigo da Rosa Righi
Evaluation of Convolutional Neural Networks for COVID-19 Classification on Chest X-Rays. BRACIS (2) (2021)
Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos, Henrique Bohn, Ismael Santos, Adriana Vial Roehe
: A hybrid deep learning model for interpretable diagnosis of breast cancer in whole-slide images. Expert Syst. Appl. 185 (2021)
Felipe André Zeiser, Cristiano André da Costa, Tiago Zonta, Nuno M. C. Marques, Adriana Vial Roehe, Marcelo Moreno, Rodrigo da Rosa Righi
Segmentation of Masses on Mammograms Using Data Augmentation and Deep Learning. J. Digit. Imaging 33 (4) (2020)