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TITLE: Markov-Based Neural Networks for Heart Sound Segmentation: Using Domain Knowledge in a Principled Way  Full Text
AUTHORS: Martins, Miguel L. ; Coimbra, Miguel T. ; Renna, Francesco ;
PUBLISHED: 2023, SOURCE: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, VOLUME: 27, ISSUE: 11
INDEXED IN: WOS DBLP CrossRef
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12
TITLE: On the Impact of Synchronous Electrocardiogram Signals for Heart Sounds Segmentation  Full Text
AUTHORS: Silva, Anibal; Teixeira, Rafael; Fontes Carvalho, Ricardo; Coimbra, Miguel ; Renna, Francesco ;
PUBLISHED: 2023, SOURCE: 45th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC
INDEXED IN: Scopus WOS DBLP Unpaywall
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TITLE: A Generalization Study of Automatic Pericardial Segmentation in Computed Tomography Images
AUTHORS: Rubén Baeza; Carolina Santos; Fábio Nunes; Jennifer Mancio ; Ricardo Fontes Carvalho ; Miguel T Coimbra ; Francesco Renna ; João Pedrosa ;
PUBLISHED: 2022, SOURCE: 11th EAI International Conference on Wireless Mobile Communication and Healthcare, MobiHealth 2022 in Wireless Mobile Communication and Healthcare - 11th EAI International Conference, MobiHealth 2022, Virtual Event, November 30 - December 2, 2022, Proceedings, VOLUME: 484
INDEXED IN: Scopus DBLP CrossRef: 1
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14
TITLE: Analysis of classification tradeoff in deep learning for gastric cancer detection
AUTHORS: Gabriel Lima; Miguel T Coimbra ; Mário Dinis Ribeiro; Diogo Libânio; Francesco Renna ;
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, VOLUME: 2022-July
INDEXED IN: Scopus DBLP CrossRef Unpaywall
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TITLE: Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models  Full Text
AUTHORS: Cardoso, Ana Sofia; Renna, Francesco ; Moreno Llorca, Ricardo; Alcaraz Segura, Domingo; Tabik, Siham; Ladle, Richard J.; Sofia Vaz, Ana;
PUBLISHED: 2022, SOURCE: ECOSYSTEM SERVICES, VOLUME: 54
INDEXED IN: Scopus WOS Unpaywall
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TITLE: Explainable Deep Learning for Non-Invasive Detection of Pulmonary Artery Hypertension from Heart Sounds
AUTHORS: Alex Gaudio ; Miguel T Coimbra ; Aurélio Campilho ; Asim Smailagic; Samuel E Schmidt; Francesco Renna ;
PUBLISHED: 2022, SOURCE: 2022 Computing in Cardiology, CinC 2022 in Computing in Cardiology, CinC 2022, Tampere, Finland, September 4-7, 2022, VOLUME: 2022-September
INDEXED IN: Scopus DBLP CrossRef
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TITLE: Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022
AUTHORS: 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;
PUBLISHED: 2022, SOURCE: 2022 Computing in Cardiology, CinC 2022 in Computing in Cardiology, CinC 2022, Tampere, Finland, September 4-7, 2022, VOLUME: 2022-September
INDEXED IN: Scopus DBLP CrossRef Unpaywall
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TITLE: Supervised and semi-supervised training of deep convolutional neural networks for gastric landmark detection
AUTHORS: Inês Lopes; Augusto Silva; Miguel T Coimbra ; Mário Dinis Ribeiro; Diogo Libânio; Francesco Renna ;
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, VOLUME: 2022-July
INDEXED IN: Scopus DBLP CrossRef Unpaywall
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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: 43 Unpaywall
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