Francesco Renna

87 papers B 5C 1Misc 3Journal 38Unranked 40

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Multifractal Recalibration of Neural Networks for Medical Imaging Segmentation. CoRR Miguel L. Martins, Miguel T. Coimbra, Francesco Renna
2025	J	`jnl`	Pulmonary Hypertension Detection From Heart Sound Analysis. IEEE Trans. Biomed. Eng. Alex Gaudio, Noemi Giordano, Mounya Elhilali, Samuel E. Schmidt, Francesco Renna
2025	J	`jnl`	Segmentation of coronary calcifications with a domain knowledge-based lightweight 3D convolutional neural network. Comput. Biol. Medicine Rui Santos, Rui Castro, Rubén Baeza, Fábio Nunes, Vítor Manuel Filipe, Francesco Renna, Hugo Paredes, Ricardo Fontes-Carvalho, João Pedrosa
2025	—	`conf`	Understanding Squeeze-and-Excitation Layers for Medical Image Segmentation. EUSIPCO Miguel L. Martins, Miguel T. Coimbra, Francesco Renna
2024	—	`conf`	Diffusion Model for Generating Synthetic Contrast Enhanced CT from Non-Enhanced Heart Axial CT Images. ICEIS (1) Victor Rogério Sousa Ferreira, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Francesco Renna
2024	—	`conf`	Explainable Multimodal Deep Learning for Heart Sounds and Electrocardiogram Classification. EMBC Bruno Oliveira, André Lobo, Cátia Isabel Andrade Botelho Costa, Ricardo Fontes-Carvalho, Miguel T. Coimbra, Francesco Renna
2024	—	`conf`	Fair Multi-Objective Demand Response Algorithm for Congestion Management of Colombian Transmission Lines. IHTC Marco Menga, Francesco Renna, Elia Manstretta, Adamo Porcelli, Andrea Solla, Gianluca Sapienza, Marco Matteoda
2024	—	`conf`	Image Captioning for Coronary Artery Disease Diagnosis. BIBM Bruno Magalhães, João Pedrosa, Francesco Renna, Hugo Paredes, Vítor Filipe
2024	—	`conf`	Improving Endoscopy Lesion Classification Using Self-Supervised Deep Learning. EMBC Inês Lopes, Maria Vakalopoulou, Enzo Ferrante, Diogo Libânio, Mário Dinis-Ribeiro, Miguel Tavares Coimbra, Francesco Renna
2024	J	`jnl`	Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation. CoRR Luís Almeida, Inês Dutra, Francesco Renna
2024	—	`conf`	On the Impact of Transfer Learning for Multimodal Heart Sound and Electrocardiogram Classification. BIBM Hélder Vieira, Ana C. Oliveira, André Lobo, Ricardo Fontes-Carvalho, Miguel T. Coimbra, Francesco Renna
2024	J	`jnl`	Separation of the Aortic and Pulmonary Components of the Second Heart Sound via Alternating Optimization. IEEE Access Francesco Renna, Alex Gaudio, Sandra da Silva Mattos, Mark D. Plumbley, Miguel Tavares Coimbra
2024	—	`conf`	Singularity Strength Re-Calibration of Fully Convolutional Neural Networks for Biomedical Image Segmentation. EUSIPCO Miguel L. Martins, Miguel T. Coimbra, Francesco Renna
2023	—	`conf`	Automatic Contrast Generation from Contrastless Computed Tomography. EMBC Rúben Domingues, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Miguel Tavares Coimbra, João Pedrosa, Francesco Renna
2023	J	`jnl`	Beyond Heart Murmur Detection: Automatic Murmur Grading From Phonocardiogram. IEEE J. Biomed. Health Informatics Andoni Elola, Elisabete Aramendi, Jorge Oliveira, Francesco Renna, Miguel T. Coimbra, Matthew A. Reyna, Reza Sameni, Gari D. Clifford, Ali Bahrami Rad
2023	—	`conf`	Cross-Domain Detection of Pulmonary Hypertension in Human and Porcine Heart Sounds. CinC Alex Gaudio, Noemi Giordano, Miguel Tavares Coimbra, Benedict Kjaergaard, Samuel E. Schmidt, Francesco Renna
2023	—	`conf`	Diagnostic Performance of Deep Learning Models for Gastric Intestinal Metaplasia Detection in Narrow-band Images. EMBC Miguel L. Martins, Maria Pedroso, Diogo Libânio, Mário Dinis-Ribeiro, Miguel T. Coimbra, Francesco Renna
2023	—	`conf`	Fractal Bilinear Deep Neural Network Models for Gastric Intestinal Metaplasia Detection. BHI Maria Pedroso, Miguel L. Martins, Diogo Libânio, Mário Dinis-Ribeiro, Miguel T. Coimbra, Francesco Renna
2023	J	`jnl`	Markov-Based Neural Networks for Heart Sound Segmentation: Using Domain Knowledge in a Principled Way. IEEE J. Biomed. Health Informatics Miguel L. Martins, Miguel T. Coimbra, Francesco Renna
2023	—	`conf`	On the Impact of Synchronous Electrocardiogram Signals for Heart Sounds Segmentation. EMBC Aníbal Silva, Rafael Teixeira, Ricardo Fontes-Carvalho, Miguel T. Coimbra, Francesco Renna
2022	—	`conf`	A Generalization Study of Automatic Pericardial Segmentation in Computed Tomography Images. MobiHealth Rubén Baeza, Carolina Santos, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Miguel T. Coimbra, Francesco Renna, João Pedrosa
2022	—	`conf`	Analysis of classification tradeoff in deep learning for gastric cancer detection. EMBC Gabriel Lima, Miguel T. Coimbra, Mário Dinis-Ribeiro, Diogo Libânio, Francesco Renna
2022	J	`jnl`	Beyond Heart Murmur Detection: Automatic Murmur Grading from Phonocardiogram. CoRR Andoni Elola, Elisabete Aramendi, Jorge Oliveira, Francesco Renna, Miguel T. Coimbra, Matthew A. Reyna, Reza Sameni, Gari D. Clifford, Ali Bahrami Rad
2022	—	`conf`	Explainable Deep Learning for Non-Invasive Detection of Pulmonary Artery Hypertension from Heart Sounds. CinC Alex Gaudio, Miguel T. Coimbra, Aurélio Campilho, Asim Smailagic, Samuel E. Schmidt, Francesco Renna
2022	—	`conf`	Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022. CinC 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
2022	—	`conf`	Supervised and semi-supervised training of deep convolutional neural networks for gastric landmark detection. EMBC Inês Lopes, Augusto Silva, Miguel T. Coimbra, Mário Dinis-Ribeiro, Diogo Libânio, Francesco Renna
2022	J	`jnl`	The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. IEEE J. Biomed. Health Informatics Jorge Oliveira, Francesco Renna, Paulo Dias Costa, Diogo Marcelo Nogueira, Cristina Oliveira, Carlos 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
2021	—	`conf`	Do we really need a segmentation step in heart sound classification algorithms? EMBC Jorge Oliveira, Diogo Marcelo Nogueira, Francesco Renna, Carlos Ferreira, Alípio M. Jorge, Miguel Tavares Coimbra
2021	—	`conf`	Joint Training of Hidden Markov Model and Neural Network for Heart Sound Segmentation. CinC Francesco Renna, Miguel L. Martins, Miguel T. Coimbra
2021	—	`conf`	Source Separation of the Second Heart Sound via Alternating Optimization. CinC Francesco Renna, Mark D. Plumbley, Miguel T. Coimbra
2021	J	`jnl`	The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. CoRR Jorge Oliveira, Francesco Renna, Paulo Dias Costa, Diogo Marcelo Nogueira, Cristina Oliveira, Carlos 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
2020	J	`jnl`	Accurate, Very Low Computational Complexity Spike Sorting Using Unsupervised Matched Subspace Learning. IEEE Trans. Biomed. Circuits Syst. Majid Zamani, Jure Sokolic, Dai Jiang, Francesco Renna, Miguel R. D. Rodrigues, Andreas Demosthenous
2020	—	`conf`	Deep Convolutional Neural Network Ensembles For Multi-Classification of Skin Lesions From Dermoscopic and Clinical Images. EMBC José Reisinho, Miguel Tavares Coimbra, Francesco Renna
2020	J	`jnl`	Source Separation With Side Information Based on Gaussian Mixture Models With Application in Art Investigation. IEEE Trans. Signal Process. Zahra Sabetsarvestani, Francesco Renna, Franz J. Király, Miguel R. D. Rodrigues
2019	J	`jnl`	A Subject-Driven Unsupervised Hidden Semi-Markov Model and Gaussian Mixture Model for Heart Sound Segmentation. IEEE J. Sel. Top. Signal Process. Jorge Oliveira, Francesco Renna, Miguel T. Coimbra
2019	J	`jnl`	Adaptive Sojourn Time HSMM for Heart Sound Segmentation. IEEE J. Biomed. Health Informatics Jorge Oliveira, Francesco Renna, Theofrastos Mantadelis, Miguel T. Coimbra
2019	—	`conf`	Assessment of Sound Features for Needle Perforation Event Detection. EMBC Francesco Renna, Alfredo Illanes, Jorge Oliveira, Nazila Esmaeili, Michael Friebe, Miguel T. Coimbra
2019	J	`jnl`	Deep Convolutional Neural Networks for Heart Sound Segmentation. IEEE J. Biomed. Health Informatics Francesco Renna, Jorge Oliveira, Miguel T. Coimbra
2019	J	`jnl`	On instabilities of deep learning in image reconstruction - Does AI come at a cost? CoRR Vegard Antun, Francesco Renna, Clarice Poon, Ben Adcock, Anders C. Hansen
2019	J	`jnl`	Reconstruction of Optical Vector-Fields With Applications in Endoscopic Imaging. IEEE Trans. Medical Imaging Milana Gataric, George S. D. Gordon, Francesco Renna, Alberto Gil C. P. Ramos, Maria P. Alcolea, Sarah E. Bohndiek
2019	—	`conf`	Source Separation of the Second Heart Sound Using Gaussian Mixture Models. CinC Francesco Renna, Miguel T. Coimbra
2019	—	`conf`	Using Soft Attention Mechanisms to Classify Heart Sounds. EMBC Jorge Oliveira, Diogo Marcelo Nogueira, Cléber Ramos, Francesco Renna, Carlos Ferreira, Miguel T. Coimbra
2018	—	`conf`	Characterizing Parkinson's Disease from Speech Samples Using Deep Structured Learning. SoCPaR Lígia Sousa, Diogo Braga, Ana Madureira, Luís Pinto Coelho, Francesco Renna
2018	J	`jnl`	Compressive Sensing With Side Information: How to Optimally Capture This Extra Information for GMM Signals? IEEE Trans. Signal Process. Meng-Yang Chen, Francesco Renna, Miguel R. D. Rodrigues
2018	—	`conf`	Convolutional Neural Networks for Heart Sound Segmentation. EUSIPCO Francesco Renna, Jorge Oliveira, Miguel T. Coimbra
2018	—	`conf`	Source Separation in the Presence of Side Information: Necessary and Sufficient Conditions for Reliable De-Mixing. GlobalSIP Zahra Sabetsarvestani, Francesco Renna, Franz J. Király, Miguel R. D. Rodrigues
2017	—	`conf`	A Data-Driven Feature Extraction Method for Enhanced Phonocardiogram Segmentation. CinC Francesco Renna, Jorge Oliveira, Miguel Tavares Coimbra
2017	—	`conf`	On modifying the temporal modeling of HSMMs for pediatric heart sound segmentation. SiPS Jorge Oliveira, Theofrastos Mantadelis, Francesco Renna, Pedro Gomes, Miguel Tavares Coimbra
2016	Misc	`conf`	A general framework for reconstruction and classification from compressive measurements with side information. ICASSP Liming Wang, Francesco Renna, Xin Yuan, Miguel R. D. Rodrigues, A. Robert Calderbank, Lawrence Carin
2016	J	`jnl`	Bounds on the Number of Measurements for Reliable Compressive Classification. CoRR Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues
2016	J	`jnl`	Bounds on the Number of Measurements for Reliable Compressive Classification. IEEE Trans. Signal Process. Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues
2016	J	`jnl`	Classification and Reconstruction of High-Dimensional Signals From Low-Dimensional Features in the Presence of Side Information. IEEE Trans. Inf. Theory Francesco Renna, Liming Wang, Xin Yuan, Jianbo Yang, Galen Reeves, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues
2016	J	`jnl`	Media Query Processing For The Internet-of-Things: Coupling Of Device Energy Consumption And Cloud Infrastructure Billing. CoRR Francesco Renna, Joseph Doyle, Vasileios Giotsas, Yiannis Andreopoulos
2016	J	`jnl`	Media Query Processing for the Internet-of-Things: Coupling of Device Energy Consumption and Cloud Infrastructure Billing. IEEE Trans. Multim. Francesco Renna, Joseph Doyle, Vasileios Giotsas, Yiannis Andreopoulos
2016	J	`jnl`	Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification. IEEE Trans. Signal Process. Jure Sokolic, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues
2016	B	`conf`	On the design of linear projections for compressive sensing with side information. ISIT Meng-Yang Chen, Francesco Renna, Miguel R. D. Rodrigues
2016	J	`jnl`	Query Processing For The Internet-of-Things: Coupling Of Device Energy Consumption And Cloud Infrastructure Billing. CoRR Francesco Renna, Joseph Doyle, Vasileios Giotsas, Yiannis Andreopoulos
2016	—	`conf`	Query Processing for the Internet-of-Things: Coupling of Device Energy Consumption and Cloud Infrastructure Billing. IoTDI Francesco Renna, Joseph Doyle, Vasileios Giotsas, Yiannis Andreopoulos
2016	Misc	`conf`	Signal reconstruction in the presence of side information: The impact of projection kernel design. ICASSP Meng-Yang Chen, Francesco Renna, Miguel R. D. Rodrigues
2015	B	`conf`	Classification and reconstruction of compressed GMM signals with side information. ISIT Francesco Renna, Liming Wang, Xin Yuan, Jianbo Yang, Galen Reeves, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues
2015	J	`jnl`	Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification. CoRR Jure Sokolic, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues
2015	B	`conf`	Mismatch in the classification of linear subspaces: Upper bound to the probability of error. ISIT Jure Sokolic, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues
2014	J	`jnl`	Achievable Secrecy Rates over MIMOME Gaussian Channels with GMM Signals in Low-Noise Regime. CoRR Francesco Renna, Nicola Laurenti, Stefano Tomasin
2014	—	`conf`	Achievable secrecy rates over MIMOME Gaussian channels with GMM signals in low-noise regime. VITAE Francesco Renna, Nicola Laurenti, Stefano Tomasin
2014	J	`jnl`	Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Noisy Features in the Presence of Side Information. CoRR Francesco Renna, Liming Wang, Xin Yuan, Jianbo Yang, Galen Reeves, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues
2014	J	`jnl`	Compressive Classification of a Mixture of Gaussians: Analysis, Designs and Geometrical Interpretation. CoRR Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues
2014	J	`jnl`	Reconstruction of Signals Drawn From a Gaussian Mixture Via Noisy Compressive Measurements. IEEE Trans. Signal Process. Francesco Renna, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues
2014	—	`conf`	Resource allocation for secret transmissions on parallel Rayleigh channels. ICC Nicola Laurenti, Stefano Tomasin, Francesco Renna
2014	J	`jnl`	Secrecy Transmission on Parallel Channels: Theoretical Limits and Performance of Practical Codes. IEEE Trans. Inf. Forensics Secur. Marco Baldi, Franco Chiaraluce, Nicola Laurenti, Stefano Tomasin, Francesco Renna
2013	J	`jnl`	Compressive Classification CoRR Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues
2013	B	`conf`	Compressive classification. ISIT Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues
2013	Misc	`conf`	Compressive sensing for incoherent imaging systems with optical constraints. ICASSP Francesco Renna, Miguel R. D. Rodrigues, Minhua Chen, A. Robert Calderbank, Lawrence Carin
2013	J	`jnl`	Low-power Secret-key Agreement over OFDM CoRR Francesco Renna, Nicola Laurenti, Stefano Tomasin, Marco Baldi, Nicola Maturo, Marco Bianchi, Franco Chiaraluce, Matthieu R. Bloch
2013	—	`conf`	Power allocation strategies for OFDM Gaussian wiretap channels with a friendly jammer. ICC Munnujahan Ara, Hugo Reboredo, Francesco Renna, Miguel R. D. Rodrigues
2013	—	`conf`	Projections designs for compressive classification. GlobalSIP Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues
2013	—	`conf`	Reconstruction of Gaussian mixture models from compressive measurements: A phase transition view. GlobalSIP Francesco Renna, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues
2013	J	`jnl`	Reconstruction of Signals Drawn from a Gaussian Mixture from Noisy Compressive Measurements: MMSE Phase Transitions and Beyond. CoRR Francesco Renna, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues
2013	J	`jnl`	Secrecy Transmission on Block Fading Channels: Theoretical Limits and Performance of Practical Codes CoRR Marco Baldi, Marco Bianchi, Franco Chiaraluce, Nicola Laurenti, Stefano Tomasin, Francesco Renna
2013	J	`jnl`	Semi-Blind Key-Agreement over MIMO Fading Channels. IEEE Trans. Commun. Francesco Renna, Matthieu R. Bloch, Nicola Laurenti
2012	J	`jnl`	Physical-Layer Secrecy for OFDM Transmissions Over Fading Channels. IEEE Trans. Inf. Forensics Secur. Francesco Renna, Nicola Laurenti, H. Vincent Poor
2011	—	`conf`	A prototype of a free-space QKD scheme based on the B92 protocol. ISABEL Matteo Canale, Davide Bacco, Simon Calimani, Francesco Renna, Nicola Laurenti, Giuseppe Vallone, Paolo Villoresi
2011	—	`conf`	Achievable secrecy rates for wiretap OFDM with QAM constellations. VALUETOOLS Francesco Renna, Nicola Laurenti, H. Vincent Poor
2011	—	`conf`	Semi-Blind Key-Agreement over MIMO Fading Channels. ICC Francesco Renna, Matthieu R. Bloch, Nicola Laurenti
2011	—	`conf`	The jamming game in an OFDM setting. VALUETOOLS Francesco Renna, Nicola Laurenti, Yih-Chun Hu
2010	B	`conf`	High SNR secrecy rates with OFDM signaling over fading channels. PIMRC Francesco Renna, Nicola Laurenti, H. Vincent Poor
2008	J	`jnl`	A Gaussian Approximation of High-Order Distortion Spectrum in Broadband Amplifiers. IEEE Trans. Circuits Syst. II Express Briefs Francesco Renna, Stefano Marsili
2008	C	`conf`	A tool for the fast distortion evaluation of non linear amplifiers in broadband transmission systems. ISCAS Francesco Renna, Stefano Marsili