Roberto Sassi

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 66

Top Topics

Atrial Fibrillation

Smoothing Filter

Top Venues

IEEE Trans. Biomed. Eng.

Biomed. Signal Process. Control.

Publications

Marino Gavidia, Hongling Zhu, Arthur N. Montanari, Jesús Fuentes, Cheng Cheng, Sergio Dubner, Martin Chames, Pierre Maison-Blanche, Md. Moklesur Rahman, Roberto Sassi, Fabio Badilini, Yinuo Jiang, Shengjun Zhang, Hai-Tao Zhang, Hao Du, Basi Teng, Ye Yuan, Guohua Wan, Zhouping Tang, Xin He, Xiaoyun Yang, Jorge Goncalves
Early warning of atrial fibrillation using deep learning. Patterns 5 (6) (2024)
Zofia Mizgalewicz, Christian R. Cuenca, Massimo Walter Rivolta, Ruggero Donida Labati, Fabio Scotti, Vincenzo Piuri, Roberto Sassi
Minimal Preprocessing of ECG Signals for Deep Learning-Based Biometric Systems. CIVEMSA (2024)
Arman Kheirati Roonizi, Roberto Sassi
ECG signal decomposition using Fourier analysis. EURASIP J. Adv. Signal Process. 2024 (1) (2024)
Md. Moklesur Rahman, Massimo Walter Rivolta, Fabio Badilini, Roberto Sassi
A Systematic Survey of Data Augmentation of ECG Signals for AI Applications. Sensors 23 (11) (2023)
George Manis, Dimitrios Bakalis, Roberto Sassi
A Multithreaded Algorithm for the Computation of Sample Entropy. Algorithms 16 (6) (2023)
Axel Loewe, Armin Luik, Roberto Sassi, Pablo Laguna
Together we are strong! Collaboration between clinicians and engineers as an enabler for better diagnosis and therapy of atrial arrhythmias. Medical Biol. Eng. Comput. 61 (4) (2023)
Filippo Uslenghi, Roberto Sassi, Massimo Walter Rivolta
Recovery from Coma after Cardiac Arrest: Which Time-Window Counts the Most for Deep Learning Predictions? CinC (2023)
Md. Moklesur Rahman, Massimo Walter Rivolta, Fabio Badilini, Roberto Sassi
Quantifying Uncertainty of a Deep Learning Model for Atrial Fibrillation Detection from ECG Signals. CinC (2023)
Muhamed Vila, Massimo Walter Rivolta, Cristian Barrios Espinosa, Laura A. Unger, Armin Luik, Axel Loewe, Roberto Sassi
Recommender system for ablation lines to treat complex atrial tachycardia. Comput. Methods Programs Biomed. 231 (2023)
Silvia Ibrahimi, Massimo Walter Rivolta, Roberto Sassi
Injecting Domain Knowledge in Deep Learning Models for Automatic Identification of Myocardial Infarction from Electrocardiograms. CinC (2023)
Sabrina De Capitani di Vimercati, Sara Foresti, Sushil Jajodia, Stefano Paraboschi, Pierangela Samarati, Roberto Sassi
Sentinels and Twins: Effective Integrity Assessment for Distributed Computation. IEEE Trans. Parallel Distributed Syst. 34 (1) (2023)
Arman Kheirati Roonizi, Roberto Sassi
Smoothing filter design: A general framework. Biomed. Signal Process. Control. 85 (2023)
Sajjad Rashidiani, Thomas E. Doyle, Reza Samavi, Laura Duncan, Paulo Pires, Roberto Sassi
Textionnaire: An NLP-Based Questionnaire Analysis Method for Complex and Ambiguous Task Decision Support. ICCI*CC (2022)
Federico M. Muscato, Valentina D. A. Corino, Massimo Walter Rivolta, Pietro Cerveri, Antonio Sanzo, Alessandro Vicentini, Roberto Sassi, Luca T. Mainardi
A CNN for COVID-19 Detection Using ECG signals. CinC (2022)
Arman Kheirati Roonizi, Roberto Sassi
An Extension of Quadratic Variation Regularization for Simultaneous Baseline Wander and Power Line Interference Removal from ECG. CinC (2022)
Arman Kheirati Roonizi, Roberto Sassi
A New DDE Smoothing Filter for ECG Signal Denoising. CinC (2022)
Massimo Walter Rivolta, Juan Pablo Martínez, Roberto Sassi, Pablo Laguna
Spatial Correlation Between Myocyte's Repolarization Times and Their Alternans Drives T-Wave Alternans on the ECG. IEEE J. Biomed. Health Informatics 26 (11) (2022)
Massimo Walter Rivolta, Roberto Sassi, Luca T. Mainardi, Valentina D. A. Corino
Effect of Ischemia on the Spatial Heterogeneity of Ventricular Repolarization: a Simulation Study. CinC (2021)
Massimo Walter Rivolta, Marco Biraghi, Moira Barbieri, Tamara Stampalija, Roberto Sassi
Ranking of Different Wavelets in the Computation of Phase-Rectified Signal Averaging for Fetal Acidemia Identification. CinC (2021)
Matteo Bodini, Massimo Walter Rivolta, Roberto Sassi
Classification of ECG Signals with Different Lead Systems Using AutoML. CinC (2021)
George Manis, Roberto Sassi
A Python Library with Fast Algorithms for Popular Entropy Definitions. CinC (2021)
Giorgio Luongo, Steffen Schuler, Massimo W. Rivolta, Olaf Dössel, Roberto Sassi, Axel Loewe
Semi-Supervised vs. Supervised Learning for Discriminating Atrial Flutter Mechanisms Using the 12-lead ECG. CinC (2021)
George Manis, Matteo Bodini, Massimo Walter Rivolta, Roberto Sassi
Bubble Entropy of Fractional Gaussian Noise and Fractional Brownian Motion. CinC (2021)
Muhamed Vila, Sara Rocher, Massimo Walter Rivolta, Javier Saiz, Roberto Sassi
Directed Network Mapping Approach to Rotor Localization in Atrial Fibrillation Simulation. EMBC (2021)
Stefano Tortora, Roberto Sassi, Ruggero Carli, Emanuele Menegatti
Weighted Shared-Autonomy with Assistance-to-Target and Collision Avoidance for Intelligent Assistive Robotics. IAS (2021)
George Manis, Matteo Bodini, Massimo Walter Rivolta, Roberto Sassi
A Two-Steps-Ahead Estimator for Bubble Entropy. Entropy 23 (6) (2021)
Davide Coluzzi, Massimo Walter Rivolta, Alfonso Mastropietro, Simone Porcelli, Marco L. Mauri, Marta T. L. Civiello, Enrico Denna, Giovanna Rizzo, Roberto Sassi
Design and Validation of a Minimal Complexity Algorithm for Stair Step Counting. Comput. 9 (2) (2020)
Matteo Bodini, Massimo Walter Rivolta, Roberto Sassi
Classification of 12-lead ECG With an Ensemble Machine Learning Approach. CinC (2020)
Massimo Walter Rivolta, Tamara Stampalija, Martin G. Frasch, Roberto Sassi
Theoretical Value of Deceleration Capacity Points to Deceleration Reserve of Fetal Heart Rate. IEEE Trans. Biomed. Eng. 67 (4) (2020)
Matteo Bodini, Massimo Walter Rivolta, Roberto Sassi
Interpretability Analysis of Machine Learning Algorithms in the Detection of ST-Elevation Myocardial Infarction. CinC (2020)
Md. Moklesur Rahman, Md Shafiqul Islam, Mir Kanon Ara Jannat, Md. Hafizur Rahman, Md. Arifuzzaman, Roberto Sassi, Md. Aktaruzzaman
EyeNet: An Improved Eye States Classification System using Convolutional Neural Network. ICACT (2020)
Md. Aktaruzzaman, Tewodros Mulugeta Dagnew, Massimo Walter Rivolta, Roberto Sassi
Improved low-cost recognition system for handwritten Bengali numerals. Int. J. Comput. Appl. Technol. 62 (4) (2020)
Massimo Walter Rivolta, Roberto Sassi
Comparison Between Bivariate Phase-Rectified Signal Averaging and Sequence Method in Assessing the Baroreflex Sensitivity. CinC (2020)
Giorgio Luongo, Luca Azzolin, Massimo Walter Rivolta, Roberto Sassi, Juan Pablo Martínez, Pablo Laguna, Olaf Dössel, Andrew Lowe
Non-Invasive Identification of Atrial Fibrillation Driver Location Using the 12-lead ECG: Pulmonary Vein Rotors vs. other Locations. EMBC (2020)
Valentina D. A. Corino, Massimo Walter Rivolta, Luca T. Mainardi, Roberto Sassi
Assessment of spatial heterogeneity of ventricular repolarization after multi-channel blocker drugs in healthy subjects. Comput. Methods Programs Biomed. 189 (2020)
Giorgio Luongo, Luca Azzolin, Massimo Walter Rivolta, Tiago P. Almeida, Juan Pablo Martínez, Diogo C. Soriano, Olaf Dössel, Roberto Sassi, Pablo Laguna, Axel Loewe
Machine Learning to Find Areas of Rotors Sustaining Atrial Fibrillation From the ECG. CinC (2020)
Giorgio Luongo, Steffen Schuler, Massimo Walter Rivolta, Olaf Dössel, Roberto Sassi, Axel Loewe
Automatic ECG-based Discrimination of 20 Atrial Flutter Mechanisms: Influence of Atrial and Torso Geometries. CinC (2020)
Massimo Walter Rivolta, Filippo Rocchetta, Luca T. Mainardi, Federico Lombardi, Roberto Sassi
Quantification of Spatial Heterogeneity of Ventricular Repolarization During Early-Stage Cardiac Ischemia Induced by Coronary Angioplasty. EMBC (2019)
Javier Saiz-Vivo, Valentina D. A. Corino, Massimo Walter Rivolta, Roberto Sassi, Luca T. Mainardi
Assessment of the Effect of Fibrillatory Waves in the Analysis of Spatial Heterogeneity of Ventricular Repolarization. CinC (2019)
Massimo Walter Rivolta, Roberto Sassi, Muhamed Vila
Refined Ventricular Activity Cancellation in Electrograms During Atrial Fibrillation by Combining Average Beat Subtraction and Interpolation. EMBC (2019)
Ruggero Donida Labati, Enrique Muñoz Ballester, Vincenzo Piuri, Roberto Sassi, Fabio Scotti
Deep-ECG: Convolutional Neural Networks for ECG biometric recognition. Pattern Recognit. Lett. 126 (2019)
Massimo Walter Rivolta, Md. Aktaruzzaman, Giovanna Rizzo, Claudio L. Lafortuna, Maurizio Ferrarin, Gabriele Bovi, Daniela R. Bonardi, Andrea Caspani, Roberto Sassi
Evaluation of the Tinetti score and fall risk assessment via accelerometry-based movement analysis. Artif. Intell. Medicine 95 (2019)
Massimo Walter Rivolta, Luca T. Mainardi, Roberto Sassi
Theoretical and Empirical Estimates of V-index Variability. CinC (2018)
Teresa Rutigliano, Massimo Walter Rivolta, Rita Pizzi, Roberto Sassi
Composition of Feature Extraction Methods Shows Interesting Performances in Discriminating Wakefulness and NREM Sleep. IEEE Signal Process. Lett. 25 (2) (2018)
Corrado Ameli, Roberto Sassi
Parametric Estimation of Entropy Using Higher Order Markov Chains for Heart Rate Variability Analysis. CinC (2018)
George Manis, Md. Aktaruzzaman, Roberto Sassi
Low Computational Cost for Sample Entropy. Entropy 20 (1) (2018)
Massimo Walter Rivolta, Roberto Sassi, Viatcheslav Gurev, John Jeremy Rice, Coeli M. Lopes, Jean-Philippe Couderc
Sensitivity Analysis of the QT and JTpeak Intervals from a High-resolution Human Left-ventricular Wedge Model. CinC (2017)
Ebadollah Kheirati Roonizi, Roberto Sassi
An Extended Bayesian Framework for Atrial and Ventricular Activity Separation in Atrial Fibrillation. IEEE J. Biomed. Health Informatics 21 (6) (2017)
George Manis, Roberto Sassi
Relation between Fetal HRV and Value of Umbilical Cord Artery pH in Labor, a Study with Entropy Measures. CBMS (2017)
Massimo Walter Rivolta, Roberto Sassi
Linear-Sigmoidal modelling of accelerometer features and Tinetti score for automatic fall risk assessment. EMBC (2017)
Tewodros Mulugeta Dagnew, Letizia Squarcina, Massimo Walter Rivolta, Paolo Brambilla, Roberto Sassi
Learning from Enhanced Contextual Similarity in Brain Imaging Data for Classification of Schizophrenia. ICIAP (1) (2017)
Valentina D. A. Corino, Roberto Sassi, Luca T. Mainardi, Massimo Walter Rivolta
Assessment of Spatial Heterogeneity of Ventricular Repolarization after Quinidine in Healthy Subjects. CinC (2017)
George Manis, Md. Aktaruzzaman, Roberto Sassi
Bubble Entropy: An Entropy Almost Free of Parameters. IEEE Trans. Biomed. Eng. 64 (11) (2017)
George Manis, Roberto Sassi
Tolerance to Spikes: a Comparison of Sample and Bubble Entropy. CinC (2017)
Md. Aktaruzzaman, Massimo Walter Rivolta, Ruby Karmacharya, Nello Scarabottolo, Luigi Pugnetti, Massimo Garegnani, Gabriele Bovi, Giovanni Scalera, Maurizio Ferrarin, Roberto Sassi
Performance comparison between wrist and chest actigraphy in combination with heart rate variability for sleep classification. Comput. Biol. Medicine 89 (2017)
Ebadollah Kheirati Roonizi, Roberto Sassi
Dominant Atrial Fibrillatory Frequency Estimation using an Extended Kalman Filter. CinC (2016)
Massimo Walter Rivolta, Paolo Perego, Giuseppe Andreoni, Maurizio Ferrarin, Giuseppe Baroni, Corrado Galzio, Giovanna Rizzo, Marco Tarabini, Marco Bocciolone, Roberto Sassi
A New Personalized Health System: The SMARTA Project. MobiHealth (2016)
Massimo Walter Rivolta, Md. Aktaruzzaman, Tamara Stampalija, Daniela Casati, Martin G. Frasch, Enrico Ferrazzi, Roberto Sassi
Regularity of Fetal HRV Changes in an In-vivo Sheep Model of Labor. CinC (2016)
Ebadollah Kheirati Roonizi, Roberto Sassi
A Signal Decomposition Model-Based Bayesian Framework for ECG Components Separation. IEEE Trans. Signal Process. 64 (3) (2016)
Valentina D. A. Corino, Simone Monacizzo, Roberto Sassi, Luca T. Mainardi, Juan Pablo Martínez
Analysis of T-wave Alternans in ambulatory recordings using the ADTWA index. EMBC (2015)
Md. Aktaruzzaman, Nello Scarabottolo, Roberto Sassi
Parametric estimation of sample entropy for physical activity recognition. EMBC (2015)
Massimo Walter Rivolta, Md. Aktaruzzaman, Giovanna Rizzo, Claudio L. Lafortuna, Maurizio Ferrarin, Gabriele Bovi, Daniela R. Bonardi, Roberto Sassi
Automatic vs. clinical assessment of fall risk in older individuals: A proof of concept. EMBC (2015)
Md. Aktaruzzaman, M. Migliorini, Mirja Tenhunen, Sari-Leena Himanen, Anna M. Bianchi, Roberto Sassi
The addition of entropy-based regularity parameters improves sleep stage classification based on heart rate variability. Medical Biol. Eng. Comput. 53 (5) (2015)
Ebadollah Kheirati Roonizi, Luca T. Mainardi, Roberto Sassi
A new algorithm for estimating the ν-index using sinusoidal basis functions. EMBC (2015)
Ebadollah Kheirati Roonizi, Massimo Walter Rivolta, Luca T. Mainardi, Roberto Sassi
A Comparison of Three Methodologies for the Computation of V-index. CinC (2015)
Michele Orini, Claudio Blasi, Malcolm C. Finlay, Ben M. Hanson, Pier Lambiase, Roberto Sassi, Luca T. Mainardi
Validation of the V-index as a Metric of Ventricular Heterogeneity in Endocavitary Recordings. CinC (2015)
Ebadollah Kheirati Roonizi, Roberto Sassi
A Signal Decomposition Approach to Morphological Modeling of P-wave. CinC (2014)
Md. Aktaruzzaman, Roberto Sassi
Parametric estimation of sample entropy in heart rate variability analysis. Biomed. Signal Process. Control. 14 (2014)
Linda Pattini, Roberto Sassi, Sergio Cerutti
Dissecting Heart Failure Through the Multiscale Approach of Systems Medicine. IEEE Trans. Biomed. Eng. 61 (5) (2014)
Massimo Walter Rivolta, Matteo Migliorini, Md. Aktaruzzaman, Roberto Sassi, Anna M. Bianchi
Effects of the series length on Lempel-Ziv Complexity during sleep. EMBC (2014)
Roberto Sassi, Tamara Stampalija, Daniela Casati, Enrico Ferrazzi, Axel Bauer, Massimo Walter Rivolta
A Methodological Assessment of Phase-Rectified Signal Averaging through Simulated Beat-to-Beat Interval Time Series. CinC (2014)
Roberto Sassi, Luca Sparagino, Norman L. Stockbridge, Juan M. Guadiana, Fabio Badilini
Proof of Concept for an International Long-Time Preservation ECG Format. CinC (2014)
Ruggero Donida Labati, Vincenzo Piuri, Roberto Sassi, Fabio Scotti, Gianluca Sforza
Adaptive ECG biometric recognition: a study on re-enrollment methods for QRS signals. CIBIM (2014)
Ruggero Donida Labati, Roberto Sassi, Fabio Scotti
ECG biometric recognition: Permanence analysis of QRS signals for 24 hours continuous authentication. WIFS (2013)
José Félix Rodríguez, Roberto Sassi, Esther Pueyo, Luca T. Mainardi
Repolarization Variability Mechanisms and its Relation with Cardiac Arrhytmogenesis. CinC (2013)
Luca T. Mainardi, Davide Di Donato, Denise Falcone, Roberto Sassi
Improved Estimation of V-Index Based on Analytic Forms of Dominant T-Wave. CinC (2013)
Md. Aktaruzzaman, Roberto Sassi
Sample Entropy Parametric Estimation for Heart Rate Variability Analysis. CinC (2013)
Roberto Sassi, Luca T. Mainardi, Pablo Laguna, José Félix Rodríguez
Validation of the V-index through Finite Element 2D Simulations. CinC (2013)
Michele Bezzi, Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Pierangela Samarati, Roberto Sassi
Modeling and preventing inferences from sensitive value distributions in data release. J. Comput. Secur. 20 (4) (2012)
Roberto Sassi, Luca T. Mainardi, Sergio Cerutti
Amplitude of Dominant T-Wave Alternans assessment on ECGs obtained from a biophysical model. EMBC (2011)
Roberto Sassi, Luca T. Mainardi
An Estimate of the Dispersion of Repolarization Times Based on a Biophysical Model of the ECG. IEEE Trans. Biomed. Eng. 58 (12) (2011)
Antonia Azzini, Stefania Marrara, Roberto Sassi, Fabio Scotti
A fuzzy approach to multimodal biometric continuous authentication. Fuzzy Optim. Decis. Mak. 7 (3) (2008)
Stelvio Cimato, Marco Gamassi, Vincenzo Piuri, Roberto Sassi, Fabio Scotti
Privacy-Aware Biometrics: Design and Implementation of a Multimodal Verification System. ACSAC (2008)
Stelvio Cimato, Marco Gamassi, Vincenzo Piuri, Roberto Sassi, Fabio Scotti
A Multi-biometric Verification System for the Privacy Protection of Iris Templates. CISIS (2008)
Antonia Azzini, Stefania Marrara, Roberto Sassi, Fabio Scotti
A Fuzzy Approach to Multimodal Biometric Authentication. KES (2) (2007)
Stelvio Cimato, Marco Gamassi, Vincenzo Piuri, Roberto Sassi, Fabio Scotti
A Biometric Verification System Addressing Privacy Concerns. CIS (2007)
Valentina D. A. Corino, Roberto Sassi, Luca T. Mainardi, Sergio Cerutti
Signal processing methods for information enhancement in atrial fibrillation: Spectral analysis and non-linear parameters. Biomed. Signal Process. Control. 1 (4) (2006)
Roberto Sassi, Sergio Cerutti, Katerina Hnatkova, Marek Malik, Maria G. Signorini
HRV scaling exponent identifies postinfarction patients who might benefit from prophylactic treatment with amiodarone. IEEE Trans. Biomed. Eng. 53 (1) (2006)