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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
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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
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TITLE: Joint Training of Hidden Markov Model and Neural Network for Heart Sound Segmentation
AUTHORS: Francesco Renna ; Miguel L Martins; Miguel T Coimbra ;
PUBLISHED: 2021, SOURCE: 2021 Computing in Cardiology, CinC 2021 in Computing in Cardiology, CinC 2021, Brno, Czech Republic, September 13-15, 2021, VOLUME: 2021-September
INDEXED IN: Scopus DBLP CrossRef
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TITLE: Source Separation of the Second Heart Sound via Alternating Optimization
AUTHORS: Francesco Renna ; Mark D Plumbley; Miguel T Coimbra ;
PUBLISHED: 2021, SOURCE: 2021 Computing in Cardiology, CinC 2021 in Computing in Cardiology, CinC 2021, Brno, Czech Republic, September 13-15, 2021, VOLUME: 2021-September
INDEXED IN: Scopus DBLP CrossRef
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TITLE: Standalone performance of artificial intelligence for upper GI neoplasia: a meta-analysis
AUTHORS: Arribas, J; Antonelli, G; Frazzoni, L; Fuccio, L; Ebigbo, A; van der Sommen, F; Ghatwary, N; Palm, C; Coimbra, M ; Renna, F ; Bergman, JJGHM; Sharma, P; Messmann, H; Hassan, C; Dinis Ribeiro, MJ ;
PUBLISHED: 2021, SOURCE: GUT, VOLUME: 70, ISSUE: 8
INDEXED IN: Scopus WOS CrossRef: 18
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TITLE: The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification
AUTHORS: Oliveira, Jorge; Francesco Renna ; Paulo Costa; Diogo Nogueira ; Cristina Oliveira; Carlos Ferreira ; Alipio Jorge ; Sandra Mattos; Thameni Hatem; Thiago Tavares; Andoni Elola; Ali Rad; Reza Sameni; Gari D Clifford; Miguel Tavares Coimbra ;
PUBLISHED: 2021, SOURCE: IEEE Journal of Biomedical and Health Informatics, VOLUME: abs/2108.00813
INDEXED IN: Scopus DBLP CrossRef
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TITLE: Accurate, Very Low Computational Complexity Spike Sorting Using Unsupervised Matched Subspace Learning  Full Text
AUTHORS: Majid Zamani; Jure Sokolic; Dai Jiang; Francesco Renna ; Miguel R D Rodrigues; Andreas Demosthenous;
PUBLISHED: 2020, SOURCE: IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, VOLUME: 14, ISSUE: 2
INDEXED IN: WOS
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TITLE: Deep Convolutional Neural Network Ensembles For Multi-Classification of Skin Lesions From Dermoscopic and Clinical Images  Full Text
AUTHORS: Reisinho, J; Coimbra, M ; Renna, F ;
PUBLISHED: 2020, SOURCE: 42nd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, VOLUME: 2020-July
INDEXED IN: Scopus WOS DBLP CrossRef
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TITLE: On instabilities of deep learning in image reconstruction and the potential costs of AI
AUTHORS: Vegard Antun; Francesco Renna ; Clarice Poon; Ben Adcock; Anders C Hansen;
PUBLISHED: 2020, SOURCE: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, VOLUME: 117, ISSUE: 48
INDEXED IN: WOS
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