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2020 – today
- 2024
[j31]Arman Kheirati Roonizi, Roberto Sassi:
ECG signal decomposition using Fourier analysis. EURASIP J. Adv. Signal Process. 2024(1): 79 (2024)- [j30]George Manis, Dimitrios Platakis, Roberto Sassi
:
Sample Entropy Computation on Signals with Missing Values. Entropy 26(8): 704 (2024) - [j29]Marino E. 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 Gonçalves:
Early warning of atrial fibrillation using deep learning. Patterns 5(6): 100970 (2024) - [c57]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: 1-5 - 2023
- [j28]George Manis, Dimitrios Bakalis, Roberto Sassi:
A Multithreaded Algorithm for the Computation of Sample Entropy. Algorithms 16(6): 299 (2023) - [j27]Arman Kheirati Roonizi, Roberto Sassi:
Smoothing filter design: A general framework. Biomed. Signal Process. Control. 85: 104952 (2023) - [j26]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: 107406 (2023) - [j25]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): 875-877 (2023) - [j24]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): 5237 (2023) - [j23]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): 108-122 (2023) - [c56]Silvia Ibrahimi, Massimo Walter Rivolta, Roberto Sassi:
Injecting Domain Knowledge in Deep Learning Models for Automatic Identification of Myocardial Infarction from Electrocardiograms. CinC 2023: 1-4 - [c55]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: 1-4 - [c54]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: 1-4 - 2022
- [j22]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): 5372-5383 (2022) - [c53]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: 1-4 - [c52]Arman Kheirati Roonizi, Roberto Sassi:
A New DDE Smoothing Filter for ECG Signal Denoising. CinC 2022: 1-4 - [c51]Arman Kheirati Roonizi, Roberto Sassi:
An Extension of Quadratic Variation Regularization for Simultaneous Baseline Wander and Power Line Interference Removal from ECG. CinC 2022: 1-4 - 2021
- [j21]George Manis, Matteo Bodini, Massimo Walter Rivolta, Roberto Sassi:
A Two-Steps-Ahead Estimator for Bubble Entropy. Entropy 23(6): 761 (2021) - [c50]Matteo Bodini, Massimo Walter Rivolta, Roberto Sassi:
Classification of ECG Signals with Different Lead Systems Using AutoML. CinC 2021: 1-4 - [c49]Giorgio Luongo, Steffen Schuler, Massimo Walter Rivolta, Olaf Dössel, Roberto Sassi, Axel Loewe:
Semi-Supervised vs. Supervised Learning for Discriminating Atrial Flutter Mechanisms Using the 12-lead ECG. CinC 2021: 1-4 - [c48]George Manis, Matteo Bodini, Massimo Walter Rivolta, Roberto Sassi:
Bubble Entropy of Fractional Gaussian Noise and Fractional Brownian Motion. CinC 2021: 1-4 - [c47]George Manis, Roberto Sassi:
A Python Library with Fast Algorithms for Popular Entropy Definitions. CinC 2021: 1-4 - [c46]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: 1-4 - [c45]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: 1-4 - [c44]Muhamed Vila, Sara Rocher, Massimo Walter Rivolta, Javier Saiz, Roberto Sassi:
Directed Network Mapping Approach to Rotor Localization in Atrial Fibrillation Simulation. EMBC 2021: 730-733 - [c43]Stefano Tortora, Roberto Sassi, Ruggero Carli, Emanuele Menegatti:
Weighted Shared-Autonomy with Assistance-to-Target and Collision Avoidance for Intelligent Assistive Robotics. IAS 2021: 580-593 - 2020
- [j20]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: 105291 (2020) - [j19]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): 31 (2020) - [j18]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): 375-383 (2020) - [j17]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): 1176-1185 (2020) - [c42]Matteo Bodini, Massimo Walter Rivolta, Roberto Sassi:
Interpretability Analysis of Machine Learning Algorithms in the Detection of ST-Elevation Myocardial Infarction. CinC 2020: 1-4 - [c41]Matteo Bodini, Massimo Walter Rivolta, Roberto Sassi:
Classification of 12-lead ECG With an Ensemble Machine Learning Approach. CinC 2020: 1-4 - [c40]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: 1-4 - [c39]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: 1-4 - [c38]Massimo Walter Rivolta, Roberto Sassi:
Comparison Between Bivariate Phase-Rectified Signal Averaging and Sequence Method in Assessing the Baroreflex Sensitivity. CinC 2020: 1-4 - [c37]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: 410-413 - [c36]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: 84-90
2010 – 2019
- 2019
- [j16]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: 38-47 (2019) - [j15]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: 78-85 (2019) - [c35]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: 1-4 - [c34]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: 24-27 - [c33]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: 4250-4253 - 2018
- [j14]George Manis, Md. Aktaruzzaman, Roberto Sassi:
Low Computational Cost for Sample Entropy. Entropy 20(1): 61 (2018) - [j13]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): 204-208 (2018) - [c32]Corrado Ameli, Roberto Sassi:
Parametric Estimation of Entropy Using Higher Order Markov Chains for Heart Rate Variability Analysis. CinC 2018: 1-4 - [c31]Massimo Walter Rivolta, Luca T. Mainardi, Roberto Sassi:
Theoretical and Empirical Estimates of V-index Variability. CinC 2018: 1-4 - 2017
- [j12]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: 212-221 (2017) - [j11]George Manis, Md. Aktaruzzaman, Roberto Sassi:
Bubble Entropy: An Entropy Almost Free of Parameters. IEEE Trans. Biomed. Eng. 64(11): 2711-2718 (2017) - [j10]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): 1573-1580 (2017) - [c30]George Manis, Roberto Sassi:
Relation between Fetal HRV and Value of Umbilical Cord Artery pH in Labor, a Study with Entropy Measures. CBMS 2017: 272-277 - [c29]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 - [c28]George Manis, Roberto Sassi:
Tolerance to Spikes: a Comparison of Sample and Bubble Entropy. CinC 2017 - [c27]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 - [c26]Massimo Walter Rivolta, Roberto Sassi:
Linear-Sigmoidal modelling of accelerometer features and Tinetti score for automatic fall risk assessment. EMBC 2017: 3810-3813 - [c25]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: 265-275 - 2016
- [j9]Ebadollah Kheirati Roonizi, Roberto Sassi:
A Signal Decomposition Model-Based Bayesian Framework for ECG Components Separation. IEEE Trans. Signal Process. 64(3): 665-674 (2016) - [c24]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 - [c23]Ebadollah Kheirati Roonizi, Roberto Sassi:
Dominant Atrial Fibrillatory Frequency Estimation using an Extended Kalman Filter. CinC 2016 - [c22]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: 375-380 - 2015
- [j8]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): 415-425 (2015) - [c21]Ebadollah Kheirati Roonizi, Massimo Walter Rivolta, Luca T. Mainardi, Roberto Sassi:
A Comparison of Three Methodologies for the Computation of V-index. CinC 2015: 593-596 - [c20]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: 673-676 - [c19]Ebadollah Kheirati Roonizi, Luca T. Mainardi, Roberto Sassi:
A new algorithm for estimating the ν-index using sinusoidal basis functions. EMBC 2015: 386-389 - [c18]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: 402-405 - [c17]Md. Aktaruzzaman, Nello Scarabottolo, Roberto Sassi:
Parametric estimation of sample entropy for physical activity recognition. EMBC 2015: 470-473 - [c16]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: 6935-6938 - 2014
- [j7]Md. Aktaruzzaman, Roberto Sassi:
Parametric estimation of sample entropy in heart rate variability analysis. Biomed. Signal Process. Control. 14: 141-147 (2014) - [j6]Linda Pattini, Roberto Sassi, Sergio Cerutti:
Dissecting Heart Failure Through the Multiscale Approach of Systems Medicine. IEEE Trans. Biomed. Eng. 61(5): 1593-1603 (2014) - [c15]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: 30-37 - [c14]Ebadollah Kheirati Roonizi, Roberto Sassi:
A Signal Decomposition Approach to Morphological Modeling of P-wave. CinC 2014: 341-344 - [c13]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: 461-464 - [c12]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: 601-604 - [c11]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: 693-696 - 2013
- [c10]Roberto Sassi, Luca T. Mainardi, Pablo Laguna, José Félix Rodríguez:
Validation of the V-index through Finite Element 2D Simulations. CinC 2013: 337-340 - [c9]José Félix Rodríguez, Roberto Sassi, Esther Pueyo, Luca T. Mainardi:
Repolarization Variability Mechanisms and its Relation with Cardiac Arrhytmogenesis. CinC 2013: 341-344 - [c8]Md. Aktaruzzaman, Roberto Sassi:
Sample Entropy Parametric Estimation for Heart Rate Variability Analysis. CinC 2013: 429-432 - [c7]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: 467-470 - [c6]Ruggero Donida Labati, Roberto Sassi, Fabio Scotti:
ECG biometric recognition: Permanence analysis of QRS signals for 24 hours continuous authentication. WIFS 2013: 31-36 - 2012
- [j5]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): 393-436 (2012) - 2011
- [j4]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): 3396-3405 (2011) - [c5]Roberto Sassi, Luca T. Mainardi, Sergio Cerutti:
Amplitude of Dominant T-Wave Alternans assessment on ECGs obtained from a biophysical model. EMBC 2011: 5872-5875 - [r1]Fabio Scotti, Stelvio Cimato, Roberto Sassi:
Biometric Privacy. Encyclopedia of Cryptography and Security (2nd Ed.) 2011: 101-104
2000 – 2009
- 2008
- [j3]Antonia Azzini, Stefania Marrara, Roberto Sassi, Fabio Scotti:
A fuzzy approach to multimodal biometric continuous authentication. Fuzzy Optim. Decis. Mak. 7(3): 243-256 (2008) - [c4]Stelvio Cimato, Marco Gamassi, Vincenzo Piuri, Roberto Sassi, Fabio Scotti:
Privacy-Aware Biometrics: Design and Implementation of a Multimodal Verification System. ACSAC 2008: 130-139 - [c3]Stelvio Cimato, Marco Gamassi, Vincenzo Piuri, Roberto Sassi, Fabio Scotti:
A Multi-biometric Verification System for the Privacy Protection of Iris Templates. CISIS 2008: 227-234 - 2007
- [c2]Stelvio Cimato, Marco Gamassi, Vincenzo Piuri, Roberto Sassi, Fabio Scotti:
A Biometric Verification System Addressing Privacy Concerns. CIS 2007: 594-598 - [c1]Antonia Azzini, Stefania Marrara, Roberto Sassi, Fabio Scotti:
A Fuzzy Approach to Multimodal Biometric Authentication. KES (2) 2007: 801-808 - 2006
- [j2]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): 271-281 (2006) - [j1]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): 103-110 (2006)
Coauthor Index
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