D. Nogueira

Segmentation and Optimal Region Selection of Physiological Signals using Deep Neural Networks and Combinatorial Optimization

M. Coimbra, Margarida Carvalho, J. Oliveira, 2020, ArXiv.

Can Multi-channel Heart Sounds Analysis improve Murmur Detection?

A. Jorge, M. Coimbra, J. Oliveira, 2022, 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

Heart Sounds Classification Using Images from Wavelet Transformation

Carlos Abreu Ferreira, Alípio M. Jorge, Luis Antunes, 2019, EPIA.

Classifying Heart Sounds Using Images of Motifs, MFCC and Temporal Features

Carlos Abreu Ferreira, Alípio M. Jorge, E. F. Gomes, 2019, Journal of Medical Systems.

Classifying Heart Sounds Using Images of MFCC and Temporal Features

A. Jorge, C. Ferreira, D. Nogueira, 2019, Portuguese Conference on Artificial Intelligence.

The robustness of Random Forest and Support Vector Machine Algorithms to a Faulty Heart Sound Segmentation

A. Jorge, M. Coimbra, J. Oliveira, 2022, 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Do we really need a segmentation step in heart sound classification algorithms?

A. Jorge, F. Renna, M. Coimbra, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Using Soft Attention Mechanisms to Classify Heart Sounds

Francesco Renna, Diogo Marcelo Nogueira, Jorge Oliveira, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).