Massimo Walter Rivolta

Orcid: 0000-0002-8553-2414

According to our database1, Massimo Walter Rivolta authored at least 47 papers between 2014 and 2024.

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Bibliography

2024
Minimal Preprocessing of ECG Signals for Deep Learning-Based Biometric Systems.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2024

2023
Biomedical Sensors for Functional Mapping: Techniques, Methods, Experimental and Medical Applications.
Sensors, August, 2023

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

RATNet: A deep learning model for Bengali handwritten characters recognition.
Multim. Tools Appl., 2022

Explainable AI Points to White Matter Hyperintensities for Alzheimer's Disease Identification: a Preliminary Study.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Transfer Entropy for Linear QT Correction Under Stationary and Gaussian Assumptions of the QT/RR Probability Distribution.
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

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

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

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
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

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

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

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

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

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

T-wave Morphology Depends on Transmural Heterogeneity in a High- Resolution Human Left- Ventricular Wedge Model.
Proceedings of the Computing in Cardiology, 2015

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

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


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