Francesco Renna

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 49

Top Topics

Source Separation

Compressive Sensing

Convolutional Neural Networks

Computed Tomography

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Luís Almeida, Inês Dutra, Francesco Renna
Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation. CoRR (2024)
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 (2024)
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)
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)
Alex Gaudio, Noemi Giordano, Miguel Tavares Coimbra, Benedict Kjaergaard, Samuel Schmidt, Francesco Renna
Cross-Domain Detection of Pulmonary Hypertension in Human and Porcine Heart Sounds. CinC (2023)
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)
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)
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)
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) (2023)
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) (2023)
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) (2022)
Rubén Baeza, Carolina Santos, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Miguel Coimbra, Francesco Renna, João Pedrosa
A Generalization Study of Automatic Pericardial Segmentation in Computed Tomography Images. MobiHealth (2022)
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)
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)
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)
Gabriel Lima, Miguel Coimbra, Mário Dinis-Ribeiro, Diogo Libânio, Francesco Renna
Analysis of classification tradeoff in deep learning for gastric cancer detection. EMBC (2022)
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 (2022)
Francesco Renna, Miguel L. Martins, Miguel T. Coimbra
Joint Training of Hidden Markov Model and Neural Network for Heart Sound Segmentation. CinC (2021)
Jorge Oliveira, Francesco Renna, Paulo Dias Costa, 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 (2021)
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)
Francesco Renna, Mark D. Plumbley, Miguel T. Coimbra
Source Separation of the Second Heart Sound via Alternating Optimization. CinC (2021)
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) (2020)
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 (2020)
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)
Francesco Renna, Miguel T. Coimbra
Source Separation of the Second Heart Sound Using Gaussian Mixture Models. CinC (2019)
Francesco Renna, Jorge Oliveira, Miguel T. Coimbra
Deep Convolutional Neural Networks for Heart Sound Segmentation. IEEE J. Biomed. Health Informatics 23 (6) (2019)
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) (2019)
Jorge Oliveira, Francesco Renna, Theofrastos Mantadelis, Miguel T. Coimbra
Adaptive Sojourn Time HSMM for Heart Sound Segmentation. IEEE J. Biomed. Health Informatics 23 (2) (2019)
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) (2019)
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)
Francesco Renna, Alfredo Illanes, Jorge Oliveira, Nazila Esmaeili, Michael Friebe, Miguel T. Coimbra
Assessment of Sound Features for Needle Perforation Event Detection. EMBC (2019)
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 (2019)
Francesco Renna, Jorge Oliveira, Miguel T. Coimbra
Convolutional Neural Networks for Heart Sound Segmentation. EUSIPCO (2018)
Lígia Sousa, Diogo Braga, Ana Madureira, Luís Pinto Coelho, Francesco Renna
Characterizing Parkinson's Disease from Speech Samples Using Deep Structured Learning. SoCPaR (2018)
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) (2018)
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)
Francesco Renna, Jorge Oliveira, Miguel Tavares Coimbra
A Data-Driven Feature Extraction Method for Enhanced Phonocardiogram Segmentation. CinC (2017)
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)
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) (2016)
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)
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)
Meng-Yang Chen, Francesco Renna, Miguel R. D. Rodrigues
On the design of linear projections for compressive sensing with side information. ISIT (2016)
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 (2016)
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)
Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues
Bounds on the Number of Measurements for Reliable Compressive Classification. CoRR (2016)
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) (2016)
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) (2016)
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 (2016)
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) (2016)
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)
Jure Sokolic, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues
Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification. CoRR (2015)
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)
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) (2014)
Francesco Renna, Nicola Laurenti, Stefano Tomasin
Achievable Secrecy Rates over MIMOME Gaussian Channels with GMM Signals in Low-Noise Regime. CoRR (2014)
Nicola Laurenti, Stefano Tomasin, Francesco Renna
Resource allocation for secret transmissions on parallel Rayleigh channels. ICC (2014)
Francesco Renna, Nicola Laurenti, Stefano Tomasin
Achievable secrecy rates over MIMOME Gaussian channels with GMM signals in low-noise regime. VITAE (2014)
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) (2014)
Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues
Compressive Classification of a Mixture of Gaussians: Analysis, Designs and Geometrical Interpretation. CoRR (2014)
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 (2014)
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)
Munnujahan Ara, Hugo Reboredo, Francesco Renna, Miguel R. D. Rodrigues
Power allocation strategies for OFDM Gaussian wiretap channels with a friendly jammer. ICC (2013)
Francesco Renna, Matthieu R. Bloch, Nicola Laurenti
Semi-Blind Key-Agreement over MIMO Fading Channels. IEEE Trans. Commun. 61 (2) (2013)
Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues
Compressive classification. ISIT (2013)
Francesco Renna, Miguel R. D. Rodrigues, Minhua Chen, A. Robert Calderbank, Lawrence Carin
Compressive sensing for incoherent imaging systems with optical constraints. ICASSP (2013)
Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues
Compressive Classification CoRR (2013)
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 (2013)
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 (2013)
Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues
Projections designs for compressive classification. GlobalSIP (2013)
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 (2013)
Francesco Renna, Nicola Laurenti, H. Vincent Poor
Physical-Layer Secrecy for OFDM Transmissions Over Fading Channels. IEEE Trans. Inf. Forensics Secur. 7 (4) (2012)
Francesco Renna, Nicola Laurenti, H. Vincent Poor
Achievable secrecy rates for wiretap OFDM with QAM constellations. VALUETOOLS (2011)
M. Canale, Davide Bacco, S. Calimani, Francesco Renna, Nicola Laurenti, Giuseppe Vallone, Paolo Villoresi
A prototype of a free-space QKD scheme based on the B92 protocol. ISABEL (2011)
Francesco Renna, Matthieu R. Bloch, Nicola Laurenti
Semi-Blind Key-Agreement over MIMO Fading Channels. ICC (2011)
Francesco Renna, Nicola Laurenti, Yih-Chun Hu
The jamming game in an OFDM setting. VALUETOOLS (2011)
Francesco Renna, Nicola Laurenti, H. Vincent Poor
High SNR secrecy rates with OFDM signaling over fading channels. PIMRC (2010)
Francesco Renna, Stefano Marsili
A Gaussian Approximation of High-Order Distortion Spectrum in Broadband Amplifiers. IEEE Trans. Circuits Syst. II Express Briefs (7) (2008)
Francesco Renna, Stefano Marsili
A tool for the fast distortion evaluation of non linear amplifiers in broadband transmission systems. ISCAS (2008)