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TITLE: Do we really need a segmentation step in heart sound classification algorithms?
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)

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TITLE: Joint Training of Hidden Markov Model and Neural Network for Heart Sound Segmentation
AUTHORS: Renna, Francesco ; Martins, Miguel L. ; Coimbra, Miguel ;
PUBLISHED: 2021, SOURCE: Conference on Computing in Cardiology (CinC) in 2021 COMPUTING IN CARDIOLOGY (CINC), VOLUME: 2021-September

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TITLE: Source Separation of the Second Heart Sound via Alternating Optimization
AUTHORS: Renna, Francesco ; Plumbley, Mark D.; Coimbra, Miguel ;
PUBLISHED: 2021, SOURCE: Conference on Computing in Cardiology (CinC) in 2021 COMPUTING IN CARDIOLOGY (CINC), VOLUME: 2021-September

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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

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TITLE: Accurate, Very Low Computational Complexity Spike Sorting Using Unsupervised Matched Subspace Learning
AUTHORS: Zamani, M; Sokolic, J; Jiang, D; Renna, F ; Rodrigues, MRD; Demosthenous, A;
PUBLISHED: 2020, SOURCE: IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, VOLUME: 14, ISSUE: 2

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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

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TITLE: Deep learning-based methods for individual recognition in small birds Full Text
AUTHORS: Ferreira, AC; Silva, LR; Renna, F ; Brandl, HB; Renoult, JP; Farine, DR; Covas, R ; Doutrelant, C;
PUBLISHED: 2020, SOURCE: METHODS IN ECOLOGY AND EVOLUTION, VOLUME: 11, ISSUE: 9

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TITLE: On instabilities of deep learning in image reconstruction and the potential costs of AI
AUTHORS: Antun, V; Renna, F ; Poon, C; Adcock, B; Hansen, AC;
PUBLISHED: 2020, SOURCE: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, VOLUME: 117, ISSUE: 48

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