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2020 – today
- 2024
[j20]Francesco Renna
, Alex Gaudio, Sandra da Silva Mattos, Mark D. Plumbley, Miguel Tavares Coimbra:
Separation of the Aortic and Pulmonary Components of the Second Heart Sound via Alternating Optimization. IEEE Access 12: 34632-34643 (2024)- [c43]Miguel L. Martins, Miguel T. Coimbra, Francesco Renna:
Singularity Strength Re-Calibration of Fully Convolutional Neural Networks for Biomedical Image Segmentation. EUSIPCO 2024: 1486-1490 - [c42]Victor Rogério Sousa Ferreira, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, João Dallyson Sousa de Almeida, Geraldo Braz Junior, Francesco Renna:
Diffusion Model for Generating Synthetic Contrast Enhanced CT from Non-Enhanced Heart Axial CT Images. ICEIS (1) 2024: 857-864 - [i15]Luís Almeida, Inês Dutra, Francesco Renna:
Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation. CoRR abs/2407.12609 (2024) - 2023
- [j19]Andoni Elola, Elisabete Aramendi, Jorge Oliveira, Francesco Renna, Miguel T. Coimbra, Matthew A. Reyna, Reza Sameni, Gari D. Clifford, Ali Bahrami Rad:
Beyond Heart Murmur Detection: Automatic Murmur Grading From Phonocardiogram. IEEE J. Biomed. Health Informatics 27(8): 3856-3866 (2023) - [j18]Miguel L. Martins, Miguel T. Coimbra, Francesco Renna:
Markov-Based Neural Networks for Heart Sound Segmentation: Using Domain Knowledge in a Principled Way. IEEE J. Biomed. Health Informatics 27(11): 5357-5368 (2023) - [c41]Maria Pedroso, Miguel L. Martins, Diogo Libânio, Mário Dinis-Ribeiro, Miguel T. Coimbra, Francesco Renna:
Fractal Bilinear Deep Neural Network Models for Gastric Intestinal Metaplasia Detection. BHI 2023: 1-5 - [c40]Alex Gaudio, Noemi Giordano, Miguel Tavares Coimbra, Benedict Kjaergaard, Samuel E. Schmidt, Francesco Renna:
Cross-Domain Detection of Pulmonary Hypertension in Human and Porcine Heart Sounds. CinC 2023: 1-4 - [c39]Rúben Domingues, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Miguel Tavares Coimbra, João Pedrosa, Francesco Renna:
Automatic Contrast Generation from Contrastless Computed Tomography. EMBC 2023: 1-4 - [c38]Miguel L. Martins, Maria Pedroso, Diogo Libânio, Mário Dinis-Ribeiro, Miguel T. Coimbra, Francesco Renna:
Diagnostic Performance of Deep Learning Models for Gastric Intestinal Metaplasia Detection in Narrow-band Images. EMBC 2023: 1-4 - [c37]Aníbal Silva, Rafael Teixeira, Ricardo Fontes-Carvalho, Miguel T. Coimbra, Francesco Renna:
On the Impact of Synchronous Electrocardiogram Signals for Heart Sounds Segmentation. EMBC 2023: 1-5 - 2022
- [j17]Jorge Oliveira, Francesco Renna, Paulo Dias Costa, Diogo Marcelo Nogueira, Cristina Oliveira, Carlos Abreu Ferreira, Alípio Mário Jorge, Sandra da Silva Mattos, Thamine Hatem, Thiago Tavares, Andoni Elola, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford, Miguel T. Coimbra:
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. IEEE J. Biomed. Health Informatics 26(6): 2524-2535 (2022) - [c36]Alex Gaudio, Miguel T. Coimbra, Aurélio Campilho, Asim Smailagic, Samuel E. Schmidt, Francesco Renna:
Explainable Deep Learning for Non-Invasive Detection of Pulmonary Artery Hypertension from Heart Sounds. CinC 2022: 1-4 - [c35]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:
Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022. CinC 2022: 1-4 - [c34]Inês Lopes, Augusto Silva, Miguel T. Coimbra, Mário Dinis-Ribeiro, Diogo Libânio, Francesco Renna:
Supervised and semi-supervised training of deep convolutional neural networks for gastric landmark detection. EMBC 2022: 2025-2028 - [c33]Gabriel Lima, Miguel T. Coimbra, Mário Dinis-Ribeiro, Diogo Libânio, Francesco Renna:
Analysis of classification tradeoff in deep learning for gastric cancer detection. EMBC 2022: 2177-2180 - [c32]Rubén Baeza, Carolina Santos, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Miguel T. Coimbra, Francesco Renna, João Pedrosa:
A Generalization Study of Automatic Pericardial Segmentation in Computed Tomography Images. MobiHealth 2022: 157-167 - [i14]Andoni Elola, Elisabete Aramendi, Jorge Oliveira, Francesco Renna, Miguel T. Coimbra, Matthew A. Reyna, Reza Sameni, Gari D. Clifford, Ali Bahrami Rad:
Beyond Heart Murmur Detection: Automatic Murmur Grading from Phonocardiogram. CoRR abs/2209.13385 (2022) - 2021
- [c31]Francesco Renna, Miguel L. Martins, Miguel T. Coimbra:
Joint Training of Hidden Markov Model and Neural Network for Heart Sound Segmentation. CinC 2021: 1-4 - [c30]Francesco Renna, Mark D. Plumbley, Miguel T. Coimbra:
Source Separation of the Second Heart Sound via Alternating Optimization. CinC 2021: 1-4 - [c29]Jorge Oliveira, Diogo Marcelo Nogueira, Francesco Renna, Carlos Abreu Ferreira, Alípio M. Jorge, Miguel Tavares Coimbra:
Do we really need a segmentation step in heart sound classification algorithms? EMBC 2021: 286-289 - [i13]Jorge Oliveira, Francesco Renna, Paulo Dias Costa, Diogo Marcelo Nogueira, Cristina Oliveira, Carlos Abreu Ferreira, Alípio M. Jorge, Sandra da Silva Mattos, Thamine Hatem, Thiago Tavares, Andoni Elola, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford, Miguel T. Coimbra:
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. CoRR abs/2108.00813 (2021) - 2020
- [j16]Majid Zamani, Jure Sokolic, Dai Jiang, Francesco Renna, Miguel R. D. Rodrigues, Andreas Demosthenous:
Accurate, Very Low Computational Complexity Spike Sorting Using Unsupervised Matched Subspace Learning. IEEE Trans. Biomed. Circuits Syst. 14(2): 221-231 (2020) - [j15]Zahra Sabetsarvestani, Francesco Renna, Franz J. Király, Miguel R. D. Rodrigues:
Source Separation With Side Information Based on Gaussian Mixture Models With Application in Art Investigation. IEEE Trans. Signal Process. 68: 558-572 (2020) - [c28]José Reisinho, Miguel Tavares Coimbra, Francesco Renna:
Deep Convolutional Neural Network Ensembles For Multi-Classification of Skin Lesions From Dermoscopic and Clinical Images. EMBC 2020: 1940-1943
2010 – 2019
- 2019
- [j14]Jorge Oliveira, Francesco Renna, Miguel T. Coimbra:
A Subject-Driven Unsupervised Hidden Semi-Markov Model and Gaussian Mixture Model for Heart Sound Segmentation. IEEE J. Sel. Top. Signal Process. 13(2): 323-331 (2019) - [j13]Jorge Oliveira, Francesco Renna, Theofrastos Mantadelis, Miguel T. Coimbra:
Adaptive Sojourn Time HSMM for Heart Sound Segmentation. IEEE J. Biomed. Health Informatics 23(2): 642-649 (2019) - [j12]Francesco Renna, Jorge Oliveira, Miguel T. Coimbra:
Deep Convolutional Neural Networks for Heart Sound Segmentation. IEEE J. Biomed. Health Informatics 23(6): 2435-2445 (2019) - [j11]Milana Gataric, George S. D. Gordon, Francesco Renna, Alberto Gil C. P. Ramos, Maria P. Alcolea, Sarah E. Bohndiek:
Reconstruction of Optical Vector-Fields With Applications in Endoscopic Imaging. IEEE Trans. Medical Imaging 38(4): 955-967 (2019) - [c27]Francesco Renna, Miguel T. Coimbra:
Source Separation of the Second Heart Sound Using Gaussian Mixture Models. CinC 2019: 1-4 - [c26]Francesco Renna, Alfredo Illanes, Jorge Oliveira, Nazila Esmaeili, Michael Friebe, Miguel T. Coimbra:
Assessment of Sound Features for Needle Perforation Event Detection. EMBC 2019: 2597-2600 - [c25]Jorge Oliveira, Diogo Marcelo Nogueira, Cléber Ramos, Francesco Renna, Carlos Abreu Ferreira, Miguel T. Coimbra:
Using Soft Attention Mechanisms to Classify Heart Sounds. EMBC 2019: 6669-6672 - [i12]Vegard Antun, Francesco Renna, Clarice Poon, Ben Adcock, Anders C. Hansen:
On instabilities of deep learning in image reconstruction - Does AI come at a cost? CoRR abs/1902.05300 (2019) - 2018
- [j10]Meng-Yang Chen, Francesco Renna, Miguel R. D. Rodrigues:
Compressive Sensing With Side Information: How to Optimally Capture This Extra Information for GMM Signals? IEEE Trans. Signal Process. 66(9): 2314-2329 (2018) - [c24]Francesco Renna, Jorge Oliveira, Miguel T. Coimbra:
Convolutional Neural Networks for Heart Sound Segmentation. EUSIPCO 2018: 757-761 - [c23]Zahra Sabetsarvestani, Francesco Renna, Franz J. Király, Miguel R. D. Rodrigues:
Source Separation in the Presence of Side Information: Necessary and Sufficient Conditions for Reliable De-Mixing. GlobalSIP 2018: 351-355 - [c22]Lígia Sousa, Diogo Braga, Ana Madureira, Luís Pinto Coelho, Francesco Renna:
Characterizing Parkinson's Disease from Speech Samples Using Deep Structured Learning. SoCPaR 2018: 137-146 - 2017
- [c21]Francesco Renna, Jorge Oliveira, Miguel Tavares Coimbra:
A Data-Driven Feature Extraction Method for Enhanced Phonocardiogram Segmentation. CinC 2017 - [c20]Jorge Oliveira, Theofrastos Mantadelis, Francesco Renna, Pedro Gomes, Miguel Tavares Coimbra:
On modifying the temporal modeling of HSMMs for pediatric heart sound segmentation. SiPS 2017: 1-6 - 2016
- [j9]Francesco Renna, Liming Wang, Xin Yuan, Jianbo Yang, Galen Reeves, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues:
Classification and Reconstruction of High-Dimensional Signals From Low-Dimensional Features in the Presence of Side Information. IEEE Trans. Inf. Theory 62(11): 6459-6492 (2016) - [j8]Francesco Renna, Joseph Doyle, Vasileios Giotsas, Yiannis Andreopoulos:
Media Query Processing for the Internet-of-Things: Coupling of Device Energy Consumption and Cloud Infrastructure Billing. IEEE Trans. Multim. 18(12): 2537-2552 (2016) - [j7]Jure Sokolic, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues:
Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification. IEEE Trans. Signal Process. 64(12): 3035-3050 (2016) - [j6]Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues:
Bounds on the Number of Measurements for Reliable Compressive Classification. IEEE Trans. Signal Process. 64(22): 5778-5793 (2016) - [c19]Liming Wang, Francesco Renna, Xin Yuan, Miguel R. D. Rodrigues, A. Robert Calderbank, Lawrence Carin:
A general framework for reconstruction and classification from compressive measurements with side information. ICASSP 2016: 4239-4243 - [c18]Meng-Yang Chen, Francesco Renna, Miguel R. D. Rodrigues:
Signal reconstruction in the presence of side information: The impact of projection kernel design. ICASSP 2016: 4618-4622 - [c17]Francesco Renna, Joseph Doyle, Vasileios Giotsas, Yiannis Andreopoulos:
Query Processing for the Internet-of-Things: Coupling of Device Energy Consumption and Cloud Infrastructure Billing. IoTDI 2016: 83-94 - [c16]Meng-Yang Chen, Francesco Renna, Miguel R. D. Rodrigues:
On the design of linear projections for compressive sensing with side information. ISIT 2016: 670-674 - [i11]Francesco Renna, Joseph Doyle, Vasileios Giotsas, Yiannis Andreopoulos:
Query Processing For The Internet-of-Things: Coupling Of Device Energy Consumption And Cloud Infrastructure Billing. CoRR abs/1602.03350 (2016) - [i10]Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues:
Bounds on the Number of Measurements for Reliable Compressive Classification. CoRR abs/1607.02801 (2016) - [i9]Francesco Renna, Joseph Doyle, Vasileios Giotsas, Yiannis Andreopoulos:
Media Query Processing For The Internet-of-Things: Coupling Of Device Energy Consumption And Cloud Infrastructure Billing. CoRR abs/1608.00925 (2016) - 2015
- [c15]Francesco Renna, Liming Wang, Xin Yuan, Jianbo Yang, Galen Reeves, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues:
Classification and reconstruction of compressed GMM signals with side information. ISIT 2015: 994-998 - [c14]Jure Sokolic, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues:
Mismatch in the classification of linear subspaces: Upper bound to the probability of error. ISIT 2015: 2201-2205 - [i8]Jure Sokolic, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues:
Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification. CoRR abs/1508.01720 (2015) - 2014
- [j5]Marco Baldi, Franco Chiaraluce, Nicola Laurenti, Stefano Tomasin, Francesco Renna:
Secrecy Transmission on Parallel Channels: Theoretical Limits and Performance of Practical Codes. IEEE Trans. Inf. Forensics Secur. 9(11): 1765-1779 (2014) - [j4]Francesco Renna, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues:
Reconstruction of Signals Drawn From a Gaussian Mixture Via Noisy Compressive Measurements. IEEE Trans. Signal Process. 62(9): 2265-2277 (2014) - [c13]Nicola Laurenti, Stefano Tomasin, Francesco Renna:
Resource allocation for secret transmissions on parallel Rayleigh channels. ICC 2014: 2209-2214 - [c12]Francesco Renna, Nicola Laurenti, Stefano Tomasin:
Achievable secrecy rates over MIMOME Gaussian channels with GMM signals in low-noise regime. VITAE 2014: 1-5 - [i7]Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues:
Compressive Classification of a Mixture of Gaussians: Analysis, Designs and Geometrical Interpretation. CoRR abs/1401.6962 (2014) - [i6]Francesco Renna, Nicola Laurenti, Stefano Tomasin:
Achievable Secrecy Rates over MIMOME Gaussian Channels with GMM Signals in Low-Noise Regime. CoRR abs/1404.3411 (2014) - [i5]Francesco Renna, Liming Wang, Xin Yuan, Jianbo Yang, Galen Reeves, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues:
Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Noisy Features in the Presence of Side Information. CoRR abs/1412.0614 (2014) - 2013
- [j3]Francesco Renna, Matthieu R. Bloch, Nicola Laurenti:
Semi-Blind Key-Agreement over MIMO Fading Channels. IEEE Trans. Commun. 61(2): 620-627 (2013) - [c11]Francesco Renna, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues:
Reconstruction of Gaussian mixture models from compressive measurements: A phase transition view. GlobalSIP 2013: 628 - [c10]Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues:
Projections designs for compressive classification. GlobalSIP 2013: 1029-1032 - [c9]Francesco Renna, Miguel R. D. Rodrigues, Minhua Chen, A. Robert Calderbank, Lawrence Carin:
Compressive sensing for incoherent imaging systems with optical constraints. ICASSP 2013: 5484-5488 - [c8]Munnujahan Ara, Hugo Reboredo, Francesco Renna, Miguel R. D. Rodrigues:
Power allocation strategies for OFDM Gaussian wiretap channels with a friendly jammer. ICC 2013: 3413-3417 - [c7]Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues:
Compressive classification. ISIT 2013: 674-678 - [i4]Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues:
Compressive Classification. CoRR abs/1302.4660 (2013) - [i3]Francesco Renna, Nicola Laurenti, Stefano Tomasin, Marco Baldi, Nicola Maturo, Marco Bianchi, Franco Chiaraluce, Matthieu R. Bloch:
Low-power Secret-key Agreement over OFDM. CoRR abs/1302.4767 (2013) - [i2]Marco Baldi, Marco Bianchi, Franco Chiaraluce, Nicola Laurenti, Stefano Tomasin, Francesco Renna:
Secrecy Transmission on Block Fading Channels: Theoretical Limits and Performance of Practical Codes. CoRR abs/1305.3055 (2013) - [i1]Francesco Renna, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues:
Reconstruction of Signals Drawn from a Gaussian Mixture from Noisy Compressive Measurements: MMSE Phase Transitions and Beyond. CoRR abs/1307.0861 (2013) - 2012
- [j2]Francesco Renna, Nicola Laurenti, H. Vincent Poor:
Physical-Layer Secrecy for OFDM Transmissions Over Fading Channels. IEEE Trans. Inf. Forensics Secur. 7(4): 1354-1367 (2012) - 2011
- [c6]Francesco Renna, Matthieu R. Bloch, Nicola Laurenti:
Semi-Blind Key-Agreement over MIMO Fading Channels. ICC 2011: 1-6 - [c5]Matteo Canale, Davide Bacco, Simon Calimani, Francesco Renna, Nicola Laurenti, Giuseppe Vallone, Paolo Villoresi:
A prototype of a free-space QKD scheme based on the B92 protocol. ISABEL 2011: 186:1-186:5 - [c4]Francesco Renna, Nicola Laurenti, Yih-Chun Hu:
The jamming game in an OFDM setting. VALUETOOLS 2011: 496-505 - [c3]Francesco Renna, Nicola Laurenti, H. Vincent Poor:
Achievable secrecy rates for wiretap OFDM with QAM constellations. VALUETOOLS 2011: 679-686 - 2010
- [c2]Francesco Renna, Nicola Laurenti, H. Vincent Poor:
High SNR secrecy rates with OFDM signaling over fading channels. PIMRC 2010: 2692-2697
2000 – 2009
- 2008
- [j1]Francesco Renna, Stefano Marsili:
A Gaussian Approximation of High-Order Distortion Spectrum in Broadband Amplifiers. IEEE Trans. Circuits Syst. II Express Briefs 55-II(7): 700-704 (2008) - [c1]Francesco Renna, Stefano Marsili:
A tool for the fast distortion evaluation of non linear amplifiers in broadband transmission systems. ISCAS 2008: 1516-1519
Coauthor Index
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