Felipe André Zeiser

12 papers B 1C 2Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2026 — conf
Dynamic Risk Prediction of Hospitalized Patients with Competing Risks: A Comparative Study of DeepHit and Dynamic-DeepHit on the MDH Cohort.
BIOSTEC (3)
Mateus Henrique Zeiser, Felipe André Zeiser, Adriana Vial Roehe, Cristiano André da Costa
2024 J jnl
An encoder-decoder deep neural network for binary segmentation of seismic facies.
Comput. Geosci.
Gefersom Lima, Felipe André Zeiser, Ariane Santos da Silveira, Sandro José Rigo, Gabriel de Oliveira Ramos
2024 J jnl
CheXReport: A transformer-based architecture to generate chest X-ray reports suggestions.
Expert Syst. Appl.
Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos, Andreas K. Maier, Rodrigo da Rosa Righi
2024 C conf
Classification and Prediction of Hypoglycemia in Patients with Type 2 Diabetes Mellitus Using Data from the EHR and Patient Context.
IoTBDS
Luis Claudio Gubert, Felipe André Zeiser, Cristiano André da Costa, Rafael Kunst
2023 — conf
ARTERIAL: A Natural Language Processing Model for Prevention of Information Leakage from Electronic Health Records.
SBESC
Guilherme Goldschmidt, Felipe André Zeiser, Rodrigo da Rosa Righi, Cristiano André da Costa
2023 C conf
Pleural Effusion Classification on Chest X-Ray Images with Contrastive Learning.
WEBIST
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
2022 B conf
DeepCADD: A Deep Learning Architecture for Automatic Detection of Coronary Artery Disease.
IJCNN
Samuel A. Freitas, Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos
2021 J jnl
Breast cancer intelligent analysis of histopathological data: A systematic review.
Appl. Soft Comput.
Felipe André Zeiser, Cristiano André da Costa, Adriana Vial Roehe, Rodrigo da Rosa Righi, Nuno Marques
2021 — conf
Evaluation of Convolutional Neural Networks for COVID-19 Classification on Chest X-Rays.
BRACIS (2)
Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos, Henrique Bohn, Ismael Santos, Rodrigo da Rosa Righi
2021 J jnl
Evaluation of Convolutional Neural Networks for COVID-19 Classification on Chest X-Rays.
CoRR
Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos, Henrique Bohn, Ismael Santos, Rodrigo da Rosa Righi
2020 J jnl
Binary Segmentation of Seismic Facies Using Encoder-Decoder Neural Networks.
CoRR
Gefersom Lima, Gabriel de Oliveira Ramos, Sandro Rigo, Felipe André Zeiser, Ariane Santos da Silveira
2020 J jnl
Segmentation of Masses on Mammograms Using Data Augmentation and Deep Learning.
J. Digit. Imaging
Felipe André Zeiser, Cristiano André da Costa, Tiago Zonta, Nuno M. C. Marques, Adriana Vial Roehe, Marcelo Moreno, Rodrigo da Rosa Righi