Roberto C. Pedrosa

According to our database, Roberto C. Pedrosa authored at least 8 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Novel Preprocessing Approach Applying Pairwise Differences of Opposite Samples for Improved Interpretability in Binary Medical Classification.

Daniel Pordeus, João Alexandre Lôbo Marques, Roberto Coury Pedrosa, João Paulo do Vale Madeiro

IEEE Access, 2026

2025

Reliable XAI Explanations in Sudden Cardiac Death Prediction for Chagas Cardiomyopathy.

Vinícius P. Chagas, Luiz H. T. Viana, Mac M. da S. Carlos, João P. V. Madeiro, Roberto C. Pedrosa, Thiago Alves Rocha, Carlos H. L. Cavalcante

Proceedings of the Intelligent Systems - 35th Brazilian Conference, 2025

2024

Multimodal and Hybrid Models for Predicting SCD Risk in Chagas Cardiomyopathy.

Isabelly P. da Costa, Bruno M. P. Takazono, Carlos H. L. Cavalcante, João P. V. Madeiro, Roberto C. Pedrosa

Proceedings of the Intelligent Systems - 34th Brazilian Conference, 2024

2023

Feature Extraction Strategies for Predicting Reduced Left Ventricular Ejection Fraction in Chagas Disease Patients.

João Paulo do Vale Madeiro, Luís Otávio Rigo, Roberto C. Pedrosa

Proceedings of the Computing in Cardiology, 2023

Prediction of Left Ventricular Ejection Fraction Using an ECG-based LSTM Model in Chagas Disease Patients.

João Gabriel Soares Ferreira, Luís Otávio Rigo, Roberto Coury Pedrosa, João Paulo do Vale Madeiro

Proceedings of the Computing in Cardiology, 2023

2017

ECG-Based Predictors of Sudden Cardiac Death in Chagas' Disease.

Alex Chaves Alberto, Gabriel Azevedo Limeira, Roberto C. Pedrosa, Vicente Zarzoso, Jurandir Nadal

Proceedings of the Computing in Cardiology, 2017

2016

Dynamic Coupling Between Ventricular Repolarization Duration and RR-Interval Phase-Rectification Analysis in Chagas Disease.

Paulo Roberto Benchimol-Barbosa, Olivassé Nasario-Junior, Jurandir Nadal, Roberto Coury Pedrosa

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015

Dynamic Coupling Between Atrio-Ventricular Duration and RR-Interval Histogram Phase- Rectification Analysis in Chronic Chagas Disease.

Paulo Roberto Benchimol-Barbosa, Olivassé Nasario-Junior, Roberto Coury Pedrosa, Jurandir Nadal

Proceedings of the Computing in Cardiology, 2015