Jorge Oliveira

32 papers C 1Misc 1Journal 11Unranked 18

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	A Deep Learning approach to infer morphological characteristics of the heart from cardiac sound analysis. ICBBB Rui Camacho, Jorge Oliveira, Luis Andrade
2023	J	`jnl`	Beyond Heart Murmur Detection: Automatic Murmur Grading From Phonocardiogram. IEEE J. Biomed. Health Informatics Andoni Elola, Elisabete Aramendi, Jorge Oliveira, Francesco Renna, Miguel T. Coimbra, Matthew A. Reyna, Reza Sameni, Gari D. Clifford, Ali Bahrami Rad
2023	J	`jnl`	The selection of an optimal segmentation region in physiological signals. Int. Trans. Oper. Res. Jorge Oliveira, Margarida Carvalho, Diogo Marcelo Nogueira, Miguel Tavares Coimbra
2022	J	`jnl`	Beyond Heart Murmur Detection: Automatic Murmur Grading from Phonocardiogram. CoRR Andoni Elola, Elisabete Aramendi, Jorge Oliveira, Francesco Renna, Miguel T. Coimbra, Matthew A. Reyna, Reza Sameni, Gari D. Clifford, Ali Bahrami Rad
2022	—	`conf`	Can Multi-channel Heart Sounds Analysis improve Murmur Detection? BHI Diogo Marcelo Nogueira, Jorge Oliveira, Carlos Gomes Ferreira, Miguel T. Coimbra, Alípio M. Jorge
2022	—	`conf`	Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022. CinC Matthew A. Reyna, Yashar Kiarashi, Andoni Elola, Jorge Oliveira, Francesco Renna, Annie Gu, Erick Andres Perez-Alday, Nadi Sadr, Ashish Sharma, Sandra da Silva Mattos, Miguel T. Coimbra, Reza Sameni, Ali Bahrami Rad, Gari D. Clifford
2022	J	`jnl`	The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. IEEE J. Biomed. Health Informatics Jorge Oliveira, Francesco Renna, Paulo Dias Costa, Diogo Marcelo Nogueira, Cristina Oliveira, Carlos Ferreira, Alípio Mário Jorge, Sandra da Silva Mattos, Thamine Hatem, Thiago Tavares, Andoni Elola, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford, Miguel T. Coimbra
2022	—	`conf`	The Usage of Data Augmentation Strategies on the Detection of Murmur Waves in a PCG Signal. BIOSIGNALS José Torres, Jorge Oliveira, Elsa Ferreira Gomes
2022	—	`conf`	The robustness of Random Forest and Support Vector Machine Algorithms to a Faulty Heart Sound Segmentation. EMBC Jorge Oliveira, Diogo Marcelo Nogueira, Carlos Ferreira, Alípio M. Jorge, Miguel T. Coimbra
2021	—	`conf`	A Multi-spot Murmur Sound Detection Algorithm and Its Application to a Pediatric and Neonate Population. BIOSIGNALS Marisa Oliveira, Jorge Oliveira, Rui Camacho, Carlos Ferreira
2021	C	`conf`	Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space. SIN Nuno Oliveira, Norberto Sousa, Jorge Oliveira, Isabel Praça
2021	J	`jnl`	Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space. CoRR Nuno Oliveira, Norberto Sousa, Jorge Oliveira, Isabel Praça
2021	—	`conf`	Crackle and wheeze detection in lung sound signals using convolutional neural networks. EMBC Pedro Faustino, Jorge Oliveira, Miguel T. Coimbra
2021	—	`conf`	Do we really need a segmentation step in heart sound classification algorithms? EMBC Jorge Oliveira, Diogo Marcelo Nogueira, Francesco Renna, Carlos Ferreira, Alípio M. Jorge, Miguel Tavares Coimbra
2021	J	`jnl`	On the Usage of Pre-Trained Speech Recognition Deep Layers to Detect Emotions. IEEE Access Jorge Oliveira, Isabel Praça
2021	J	`jnl`	The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. CoRR Jorge Oliveira, Francesco Renna, Paulo Dias Costa, Diogo Marcelo Nogueira, Cristina Oliveira, Carlos Ferreira, Alípio M. Jorge, Sandra da Silva Mattos, Thamine Hatem, Thiago Tavares, Andoni Elola, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford, Miguel T. Coimbra
2020	J	`jnl`	Segmentation and Optimal Region Selection of Physiological Signals using Deep Neural Networks and Combinatorial Optimization. CoRR Jorge Oliveira, Margarida Carvalho, Diogo Marcelo Nogueira, Miguel T. Coimbra
2019	J	`jnl`	A Subject-Driven Unsupervised Hidden Semi-Markov Model and Gaussian Mixture Model for Heart Sound Segmentation. IEEE J. Sel. Top. Signal Process. Jorge Oliveira, Francesco Renna, Miguel T. Coimbra
2019	J	`jnl`	Adaptive Sojourn Time HSMM for Heart Sound Segmentation. IEEE J. Biomed. Health Informatics Jorge Oliveira, Francesco Renna, Theofrastos Mantadelis, Miguel T. Coimbra
2019	—	`conf`	Assessment of Sound Features for Needle Perforation Event Detection. EMBC Francesco Renna, Alfredo Illanes, Jorge Oliveira, Nazila Esmaeili, Michael Friebe, Miguel T. Coimbra
2019	J	`jnl`	Deep Convolutional Neural Networks for Heart Sound Segmentation. IEEE J. Biomed. Health Informatics Francesco Renna, Jorge Oliveira, Miguel T. Coimbra
2019	—	`conf`	Using Soft Attention Mechanisms to Classify Heart Sounds. EMBC Jorge Oliveira, Diogo Marcelo Nogueira, Cléber Ramos, Francesco Renna, Carlos Ferreira, Miguel T. Coimbra
2018	—	`conf`	Convolutional Neural Networks for Heart Sound Segmentation. EUSIPCO Francesco Renna, Jorge Oliveira, Miguel T. Coimbra
2018	—	`—`	Subject-driven supervised and unsupervised Hidden Markov Models for heart sound segmentation in real noisy environments Jorge Oliveira
2017	—	`conf`	A Data-Driven Feature Extraction Method for Enhanced Phonocardiogram Segmentation. CinC Francesco Renna, Jorge Oliveira, Miguel Tavares Coimbra
2017	Misc	`conf`	Coupled hidden Markov model for automatic ECG and PCG segmentation. ICASSP Jorge Oliveira, Catarina Sousa, Miguel T. Coimbra
2017	—	`conf`	On modifying the temporal modeling of HSMMs for pediatric heart sound segmentation. SiPS Jorge Oliveira, Theofrastos Mantadelis, Francesco Renna, Pedro Gomes, Miguel Tavares Coimbra
2016	—	`conf`	Exploratory Study of the Cardiac Dynamic Trajectory in the Embedding Space. CinC Jorge Oliveira, Bruna Cardoso, Miguel T. Coimbra
2016	—	`conf`	Why should you model time when you use Markov models for heart sound analysis. EMBC Jorge Oliveira, Theofrastos Mantadelis, Miguel T. Coimbra
2015	—	`conf`	A multi-spot exploration of the topological structures of the reconstructed phase-space for the detection of cardiac murmurs. EMBC Jorge Oliveira, Cristina Oliveira, Bruna Cardoso, Malik Saad Sultan, Miguel Tavares Coimbra
2015	—	`conf`	Most Probable Explanation for MetaProbLog and Its Application in Heart Sound Segmentation. PLP@ICLP Theofrastos Mantadelis, Jorge Oliveira, Miguel Tavares Coimbra
2014	—	`conf`	Exploring embedding matrices and the entropy gradient for the segmentation of heart sounds in real noisy environments. EMBC Jorge Oliveira, Ana Castro, Miguel Tavares Coimbra