| The CirCor DigiScope dataset: from murmur detection to murmur classification J Oliveira, F Renna, PD Costa, M Nogueira, C Oliveira, C Ferreira, ... IEEE journal of biomedical and health informatics 26 (6), 2524-2535, 2021 | 115 | 2021 |
| Heart murmur detection from phonocardiogram recordings: The george b. moody physionet challenge 2022 MA Reyna, Y Kiarashi, A Elola, J Oliveira, F Renna, A Gu, EA Perez Alday, ... PLOS Digital Health 2 (9), e0000324, 2023 | 89 | 2023 |
| Deep convolutional neural networks for heart sound segmentation F Renna, J Oliveira, MT Coimbra IEEE journal of biomedical and health informatics 23 (6), 2435-2445, 2019 | 86 | 2019 |
| Adaptive sojourn time HSMM for heart sound segmentation J Oliveira, F Renna, T Mantadelis, M Coimbra IEEE journal of biomedical and health informatics 23 (2), 642-649, 2018 | 44 | 2018 |
| Crackle and wheeze detection in lung sound signals using convolutional neural networks P Faustino, J Oliveira, M Coimbra 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 19 | 2021 |
| On the usage of pre-trained speech recognition deep layers to detect emotions J Oliveira, I Praça IEEE Access 9, 9699-9705, 2021 | 15 | 2021 |
| Coupled hidden Markov model for automatic ECG and PCG segmentation J Oliveira, C Sousa, MT Coimbra 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 15 | 2017 |
| Exploring embedding matrices and the entropy gradient for the segmentation of heart sounds in real noisy environments J Oliveira, A Castro, M Coimbra 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 15 | 2014 |
| The CirCor DigiScope Phonocardiogram Dataset J Oliveira, F Renna, P Costa, M Nogueira, AC Oliveira, A Elola, C Ferreira, ... version 1.0. 0, 2022 | 12 | 2022 |
| A subject-driven unsupervised hidden semi-Markov model and Gaussian mixture model for heart sound segmentation J Oliveira, F Renna, M Coimbra IEEE Journal of Selected Topics in Signal Processing 13 (2), 323-331, 2019 | 10 | 2019 |
| Convolutional neural networks for heart sound segmentation F Renna, J Oliveira, MT Coimbra 2018 26th European Signal Processing Conference (EUSIPCO), 757-761, 2018 | 8 | 2018 |
| Anomaly detection in cyber-physical systems: reconstruction of a prediction error feature space N Oliveira, N Sousa, J Oliveira, I Praça 2021 14th International Conference on Security of Information and Networks …, 2021 | 6 | 2021 |
| On modifying the temporal modeling of HSMMs for pediatric heart sound segmentation J Oliveira, T Mantadelis, F Renna, P Gomes, M Coimbra 2017 IEEE International Workshop on Signal Processing Systems (SiPS), 1-6, 2017 | 6 | 2017 |
| A multi-spot exploration of the topological structures of the reconstructed phase-space for the detection of cardiac murmurs J Oliveira, C Oliveira, B Cardoso, MS Sultan, MT Coimbra 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 6 | 2015 |
| Heart murmur detection from phonocardiogram recordings: The george b. moody physionet challenge 2022. medRxiv 2022 MA Reyna, Y Kiarashi, A Elola, J Oliveira, F Renna, A Gu, EA Perez-Alday, ... URL https://www. medrxiv. org/content/early/2022/08/16/2022.08 11, 278688, 0 | 6 | |
| Beyond heart murmur detection: automatic murmur grading from phonocardiogram A Elola, E Aramendi, J Oliveira, F Renna, MT Coimbra, MA Reyna, ... IEEE Journal of Biomedical and Health Informatics, 2023 | 5 | 2023 |
| Do we really need a segmentation step in heart sound classification algorithms? J Oliveira, D Nogueira, F Renna, C Ferreira, AM Jorge, M Coimbra 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 5 | 2021 |
| The robustness of Random Forest and Support Vector Machine Algorithms to a Faulty Heart Sound Segmentation J Oliveira, D Nogueira, C Ferreira, AM Jorge, M Coimbra 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 4 | 2022 |
| A Multi-spot Murmur Sound Detection Algorithm and Its Application to a Pediatric and Neonate Population. M Oliveira, J Oliveira, R Camacho, CA Ferreira BIOSIGNALS, 228-234, 2021 | 3 | 2021 |
| Subject-driven supervised and unsupervised Hidden Markov Models for heart sound segmentation in real noisy environments JHS Oliveira | 3 | 2018 |
