Roberto Sassi

Orcid: 0000-0001-9729-2641

According to our database1, Roberto Sassi authored at least 85 papers between 2006 and 2023.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Smoothing filter design: A general framework.
Biomed. Signal Process. Control., August, 2023

A Multithreaded Algorithm for the Computation of Sample Entropy.
Algorithms, June, 2023

Together we are strong! Collaboration between clinicians and engineers as an enabler for better diagnosis and therapy of atrial arrhythmias.
Medical Biol. Eng. Comput., April, 2023

Recommender system for ablation lines to treat complex atrial tachycardia.
Comput. Methods Programs Biomed., April, 2023

Sentinels and Twins: Effective Integrity Assessment for Distributed Computation.
IEEE Trans. Parallel Distributed Syst., 2023

A Systematic Survey of Data Augmentation of ECG Signals for AI Applications.
Sensors, 2023

Recovery from Coma after Cardiac Arrest: Which Time-Window Counts the Most for Deep Learning Predictions?
Proceedings of the Computing in Cardiology, 2023

Quantifying Uncertainty of a Deep Learning Model for Atrial Fibrillation Detection from ECG Signals.
Proceedings of the Computing in Cardiology, 2023

Injecting Domain Knowledge in Deep Learning Models for Automatic Identification of Myocardial Infarction from Electrocardiograms.
Proceedings of the Computing in Cardiology, 2023

2022
Spatial Correlation Between Myocyte's Repolarization Times and Their Alternans Drives T-Wave Alternans on the ECG.
IEEE J. Biomed. Health Informatics, 2022

An Extension of Quadratic Variation Regularization for Simultaneous Baseline Wander and Power Line Interference Removal from ECG.
Proceedings of the Computing in Cardiology, 2022

A New DDE Smoothing Filter for ECG Signal Denoising.
Proceedings of the Computing in Cardiology, 2022

A CNN for COVID-19 Detection Using ECG signals.
Proceedings of the Computing in Cardiology, 2022

2021
A Two-Steps-Ahead Estimator for Bubble Entropy.
Entropy, 2021

Weighted Shared-Autonomy with Assistance-to-Target and Collision Avoidance for Intelligent Assistive Robotics.
Proceedings of the Intelligent Autonomous Systems 16, 2021

Directed Network Mapping Approach to Rotor Localization in Atrial Fibrillation Simulation.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Effect of Ischemia on the Spatial Heterogeneity of Ventricular Repolarization: a Simulation Study.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Ranking of Different Wavelets in the Computation of Phase-Rectified Signal Averaging for Fetal Acidemia Identification.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

A Python Library with Fast Algorithms for Popular Entropy Definitions.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Bubble Entropy of Fractional Gaussian Noise and Fractional Brownian Motion.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Semi-Supervised vs. Supervised Learning for Discriminating Atrial Flutter Mechanisms Using the 12-lead ECG.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Classification of ECG Signals with Different Lead Systems Using AutoML.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020
Theoretical Value of Deceleration Capacity Points to Deceleration Reserve of Fetal Heart Rate.
IEEE Trans. Biomed. Eng., 2020

Improved low-cost recognition system for handwritten Bengali numerals.
Int. J. Comput. Appl. Technol., 2020

Design and Validation of a Minimal Complexity Algorithm for Stair Step Counting.
Comput., 2020

Assessment of spatial heterogeneity of ventricular repolarization after multi-channel blocker drugs in healthy subjects.
Comput. Methods Programs Biomed., 2020

EyeNet: An Improved Eye States Classification System using Convolutional Neural Network.
Proceedings of the 22nd International Conference on Advanced Communication Technology, 2020

Non-Invasive Identification of Atrial Fibrillation Driver Location Using the 12-lead ECG: Pulmonary Vein Rotors vs. other Locations.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Comparison Between Bivariate Phase-Rectified Signal Averaging and Sequence Method in Assessing the Baroreflex Sensitivity.
Proceedings of the Computing in Cardiology, 2020

Automatic ECG-based Discrimination of 20 Atrial Flutter Mechanisms: Influence of Atrial and Torso Geometries.
Proceedings of the Computing in Cardiology, 2020

Machine Learning to Find Areas of Rotors Sustaining Atrial Fibrillation From the ECG.
Proceedings of the Computing in Cardiology, 2020

Classification of 12-lead ECG With an Ensemble Machine Learning Approach.
Proceedings of the Computing in Cardiology, 2020

Interpretability Analysis of Machine Learning Algorithms in the Detection of ST-Elevation Myocardial Infarction.
Proceedings of the Computing in Cardiology, 2020

2019
Deep-ECG: Convolutional Neural Networks for ECG biometric recognition.
Pattern Recognit. Lett., 2019

Evaluation of the Tinetti score and fall risk assessment via accelerometry-based movement analysis.
Artif. Intell. Medicine, 2019

Refined Ventricular Activity Cancellation in Electrograms During Atrial Fibrillation by Combining Average Beat Subtraction and Interpolation.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Quantification of Spatial Heterogeneity of Ventricular Repolarization During Early-Stage Cardiac Ischemia Induced by Coronary Angioplasty.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Assessment of the Effect of Fibrillatory Waves in the Analysis of Spatial Heterogeneity of Ventricular Repolarization.
Proceedings of the 46th Computing in Cardiology, 2019

2018
Composition of Feature Extraction Methods Shows Interesting Performances in Discriminating Wakefulness and NREM Sleep.
IEEE Signal Process. Lett., 2018

Low Computational Cost for Sample Entropy.
Entropy, 2018

Theoretical and Empirical Estimates of V-index Variability.
Proceedings of the Computing in Cardiology, 2018

Parametric Estimation of Entropy Using Higher Order Markov Chains for Heart Rate Variability Analysis.
Proceedings of the Computing in Cardiology, 2018

2017
An Extended Bayesian Framework for Atrial and Ventricular Activity Separation in Atrial Fibrillation.
IEEE J. Biomed. Health Informatics, 2017

Bubble Entropy: An Entropy Almost Free of Parameters.
IEEE Trans. Biomed. Eng., 2017

Performance comparison between wrist and chest actigraphy in combination with heart rate variability for sleep classification.
Comput. Biol. Medicine, 2017

Learning from Enhanced Contextual Similarity in Brain Imaging Data for Classification of Schizophrenia.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Linear-Sigmoidal modelling of accelerometer features and Tinetti score for automatic fall risk assessment.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Sensitivity Analysis of the QT and JTpeak Intervals from a High-resolution Human Left-ventricular Wedge Model.
Proceedings of the Computing in Cardiology, 2017

Tolerance to Spikes: a Comparison of Sample and Bubble Entropy.
Proceedings of the Computing in Cardiology, 2017

Assessment of Spatial Heterogeneity of Ventricular Repolarization after Quinidine in Healthy Subjects.
Proceedings of the Computing in Cardiology, 2017

Relation between Fetal HRV and Value of Umbilical Cord Artery pH in Labor, a Study with Entropy Measures.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016
A Signal Decomposition Model-Based Bayesian Framework for ECG Components Separation.
IEEE Trans. Signal Process., 2016

A New Personalized Health System: The SMARTA Project.
Proceedings of the Wireless Mobile Communication and Healthcare, 2016

Dominant Atrial Fibrillatory Frequency Estimation using an Extended Kalman Filter.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Regularity of Fetal HRV Changes in an In-vivo Sheep Model of Labor.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015
The addition of entropy-based regularity parameters improves sleep stage classification based on heart rate variability.
Medical Biol. Eng. Comput., 2015

A new algorithm for estimating the ν-index using sinusoidal basis functions.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Automatic vs. clinical assessment of fall risk in older individuals: A proof of concept.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Analysis of T-wave Alternans in ambulatory recordings using the ADTWA index.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Parametric estimation of sample entropy for physical activity recognition.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A Comparison of Three Methodologies for the Computation of V-index.
Proceedings of the Computing in Cardiology, 2015

Validation of the V-index as a Metric of Ventricular Heterogeneity in Endocavitary Recordings.
Proceedings of the Computing in Cardiology, 2015

2014
Dissecting Heart Failure Through the Multiscale Approach of Systems Medicine.
IEEE Trans. Biomed. Eng., 2014

Parametric estimation of sample entropy in heart rate variability analysis.
Biomed. Signal Process. Control., 2014

Effects of the series length on Lempel-Ziv Complexity during sleep.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Proof of Concept for an International Long-Time Preservation ECG Format.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

A Methodological Assessment of Phase-Rectified Signal Averaging through Simulated Beat-to-Beat Interval Time Series.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

A Signal Decomposition Approach to Morphological Modeling of P-wave.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Adaptive ECG biometric recognition: a study on re-enrollment methods for QRS signals.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2014

2013
ECG biometric recognition: Permanence analysis of QRS signals for 24 hours continuous authentication.
Proceedings of the 2013 IEEE International Workshop on Information Forensics and Security, 2013

Validation of the V-index through Finite Element 2D Simulations.
Proceedings of the Computing in Cardiology, 2013

Repolarization Variability Mechanisms and its Relation with Cardiac Arrhytmogenesis.
Proceedings of the Computing in Cardiology, 2013

Improved Estimation of V-Index Based on Analytic Forms of Dominant T-Wave.
Proceedings of the Computing in Cardiology, 2013

Sample Entropy Parametric Estimation for Heart Rate Variability Analysis.
Proceedings of the Computing in Cardiology, 2013

2012
Modeling and preventing inferences from sensitive value distributions in data release.
J. Comput. Secur., 2012

2011
Biometric Privacy.
Proceedings of the Encyclopedia of Cryptography and Security, 2nd Ed., 2011

An Estimate of the Dispersion of Repolarization Times Based on a Biophysical Model of the ECG.
IEEE Trans. Biomed. Eng., 2011

Amplitude of Dominant T-Wave Alternans assessment on ECGs obtained from a biophysical model.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2008
A fuzzy approach to multimodal biometric continuous authentication.
Fuzzy Optim. Decis. Mak., 2008

A Multi-biometric Verification System for the Privacy Protection of Iris Templates.
Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems, 2008

Privacy-Aware Biometrics: Design and Implementation of a Multimodal Verification System.
Proceedings of the Twenty-Fourth Annual Computer Security Applications Conference, 2008

2007
A Fuzzy Approach to Multimodal Biometric Authentication.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

A Biometric Verification System Addressing Privacy Concerns.
Proceedings of the Computational Intelligence and Security, International Conference, 2007

2006
HRV scaling exponent identifies postinfarction patients who might benefit from prophylactic treatment with amiodarone.
IEEE Trans. Biomed. Eng., 2006

Signal processing methods for information enhancement in atrial fibrillation: Spectral analysis and non-linear parameters.
Biomed. Signal Process. Control., 2006


  Loading...