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TITLE: Beyond Heart Murmur Detection: Automatic Murmur Grading From Phonocardiogram  Full Text
AUTHORS: Elola, Andoni; Aramendi, Elisabete; Oliveira, Jorge ; Renna, Francesco ; Coimbra, Miguel T. T. ; Reyna, Matthew A. A.; Sameni, Reza; Clifford, Gari D. D.; Rad, Ali Bahrami;
PUBLISHED: 2023, SOURCE: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, VOLUME: 27, ISSUE: 8
INDEXED IN: WOS DBLP CrossRef: 1
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TITLE: The selection of an optimal segmentation region in physiological signals  Full Text
AUTHORS: Oliveira, Jorge ; Carvalho, Margarida; Nogueira, Diogo ; Coimbra, Miguel ;
PUBLISHED: 2023, SOURCE: INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH, VOLUME: 30, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef
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TITLE: Can Multi-channel Heart Sounds Analysis improve Murmur Detection?
AUTHORS: Nogueira, Marcelo ; Oliveira, Jorge ; Ferreira, Carlos Gomes ; Coimbra, Miguel T. ; Jorge, Alipio M. ;
PUBLISHED: 2022, SOURCE: 4th IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) / 18th IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) in 2022 IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI) JOINTLY ORGANISED WITH THE IEEE-EMBS INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN'22)
INDEXED IN: WOS DBLP CrossRef
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TITLE: The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification  Full Text
AUTHORS: Oliveira, Jorge ; Renna, Francesco ; Costa, Paulo Dias; Nogueira, Marcelo ; Oliveira, Cristina; Ferreira, Carlos ; Jorge, Alipio ; Mattos, Sandra; Hatem, Thamine; Tavares, Thiago; Elola, Andoni; Rad, Ali Bahrami; Sameni, Reza; Clifford, Gari D.; Coimbra, Miguel T. ;
PUBLISHED: 2022, SOURCE: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, VOLUME: 26, ISSUE: 6
INDEXED IN: Scopus WOS DBLP CrossRef: 31 Unpaywall
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TITLE: The robustness of Random Forest and Support Vector Machine Algorithms to a Faulty Heart Sound Segmentation
AUTHORS: Jorge Oliveira ; Diogo Marcelo Nogueira ; Carlos Abreu Ferreira ; Alípio M Jorge ; Miguel T Coimbra ;
PUBLISHED: 2022, SOURCE: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022
INDEXED IN: DBLP CrossRef: 1
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TITLE: A Multi-spot Murmur Sound Detection Algorithm and Its Application to a Pediatric and Neonate Population
AUTHORS: Oliveira, M; Oliveira, J ; Camacho, R ; Ferreira, C ;
PUBLISHED: 2021, SOURCE: 14th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) / 14th Int Conf on Bio-inspired Systems and Signal Processing (BIOSIGNALS) / 14th Int Conf on Biomedical Electronics and Devices (BIODEVICES) in BIOSIGNALS: PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL 4: BIOSIGNALS
INDEXED IN: Scopus WOS DBLP CrossRef: 1
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TITLE: Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space
AUTHORS: Oliveira, Nuno; Sousa, Norberto; Oliveira, Jorge ; Praca, Isabel;
PUBLISHED: 2021, SOURCE: 14th International Conference on Security of Information and Networks (SIN) in 2021 14TH INTERNATIONAL CONFERENCE ON SECURITY OF INFORMATION AND NETWORKS (SIN 2021)
INDEXED IN: Scopus WOS CrossRef: 2
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TITLE: Crackle and wheeze detection in lung sound signals using convolutional neural networks  Full Text
AUTHORS: Faustino, Pedro; Oliveira, Jorge ; Coimbra, Miguel ;
PUBLISHED: 2021, SOURCE: 43rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (IEEE EMBC) in 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
INDEXED IN: WOS DBLP CrossRef: 4
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TITLE: Do we really need a segmentation step in heart sound classification algorithms?  Full Text
AUTHORS: Oliveira, Jorge ; Nogueira, Diogo ; Renna, Francesco ; Ferreira, Carlos ; Jorge, Alipio M. ; Coimbra, Miguel ;
PUBLISHED: 2021, SOURCE: 43rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (IEEE EMBC) in 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
INDEXED IN: WOS DBLP CrossRef: 5
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TITLE: On the Usage of Pre-Trained Speech Recognition Deep Layers to Detect Emotions
AUTHORS: Oliveira, J ; Praca, I;
PUBLISHED: 2021, SOURCE: IEEE ACCESS, VOLUME: 9
INDEXED IN: Scopus WOS CrossRef: 11
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