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Francesco Renna
Francesco Renna
INESC TEC, Faculdade de Ciências da Universidade do Porto
Verified email at fc.up.pt
Title
Cited by
Cited by
Year
On instabilities of deep learning in image reconstruction and the potential costs of AI
V Antun, F Renna, C Poon, B Adcock, AC Hansen
Proceedings of the National Academy of Sciences, 2020
626*2020
Deep learning-based methods for individual recognition in small birds
AC Ferreira, LR Silva, F Renna, HB Brandl, JP Renoult, DR Farine, ...
Methods in Ecology and Evolution, 2020
1282020
Physical-layer secrecy for OFDM transmissions over fading channels
F Renna, N Laurenti, HV Poor
IEEE Transactions on Information Forensics and Security 7 (4), 1354-1367, 2012
1162012
The CirCor DigiScope dataset: from murmur detection to murmur classification
J Oliveira, F Renna, PD Costa, M Nogueira, C Oliveira, C Ferreira, ...
IEEE Journal of Biomedical and Health Informatics 26 (6), 2524-2535, 2021
1102021
Deep convolutional neural networks for heart sound segmentation
F Renna, J Oliveira, MT Coimbra
IEEE journal of biomedical and health informatics 23 (6), 2435-2445, 2019
812019
Heart murmur detection from phonocardiogram recordings: The george b. moody physionet challenge 2022
MA Reyna, Y Kiarashi, A Elola, J Oliveira, F Renna, A Gu, EAP Alday, ...
2022 Computing in Cardiology (CinC) 498, 1-4, 2022
802022
Standalone performance of artificial intelligence for upper GI neoplasia: a meta-analysis
J Arribas, G Antonelli, L Frazzoni, L Fuccio, A Ebigbo, F van der Sommen, ...
Gut, 2020
602020
Reconstruction of signals drawn from a Gaussian mixture via noisy compressive measurements
F Renna, R Calderbank, L Carin, MRD Rodrigues
IEEE Transactions on Signal Processing 62 (9), 2265-2277, 2014
53*2014
Secrecy transmission on parallel channels: Theoretical limits and performance of practical codes
M Baldi, F Chiaraluce, N Laurenti, S Tomasin, F Renna
IEEE Transactions on Information Forensics and Security 9 (11), 1765-1779, 2014
442014
Adaptive sojourn time HSMM for heart sound segmentation
J Oliveira, F Renna, T Mantadelis, M Coimbra
IEEE journal of biomedical and health informatics 23 (2), 642-649, 2018
432018
Classification and reconstruction of high-dimensional signals from low-dimensional features in the presence of side information
F Renna, L Wang, X Yuan, J Yang, G Reeves, R Calderbank, L Carin, ...
IEEE Transactions on Information Theory 62 (11), 6459-6492, 2016
412016
Semi-blind key-agreement over MIMO fading channels
F Renna, MR Bloch, N Laurenti
IEEE Transactions on Communications 61 (2), 620-627, 2013
382013
Semi-Blind Key-Agreement over MIMO Quasi-Static Channels
F Renna, M Bloch, N Laurenti
NEWCOM++ / COST 2100 Joint Workshop on Wireless Communications, JNCW, 2011
38*2011
Semi-Blind Key-Agreement over MIMO Fading Channels
F Renna, M Bloch, N Laurenti
IEEE International Conference on Communications, 2011
382011
Compressive classification
H Reboredo, F Renna, R Calderbank, MRD Rodrigues
2013 IEEE International Symposium on Information Theory, 674-678, 2013
322013
Bounds on the Number of Measurements for Reliable Compressive Classification
H Reboredo, F Renna, R Calderbank, MRD Rodrigues
IEEE Transactions on Signal Processing 64 (22), 5778-5793, 2016
262016
Physical layer secrecy for OFDM systems
F Renna, N Laurenti, HV Poor
2010 European Wireless Conference (EW), 782-789, 2010
242010
Compressive Classification of a Mixture of Gaussians: Analysis, Designs and Geometrical Interpretation
H Reboredo, F Renna, R Calderbank, MRD Rodrigues
arXiv preprint arXiv:1401.6962, 2014
232014
Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models
AS Cardoso, F Renna, R Moreno-Llorca, D Alcaraz-Segura, S Tabik, ...
Ecosystem Services 54, 101410, 2022
212022
Reconstruction of optical vector-fields with applications in endoscopic imaging
M Gataric, GSD Gordon, F Renna, AGCP Ramos, MP Alcolea, ...
IEEE transactions on medical imaging 38 (4), 955-967, 2018
162018
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Articles 1–20