RIVOLTA, MASSIMO WALTER
RIVOLTA, MASSIMO WALTER
Dipartimento di Informatica Giovanni Degli Antoni
A Systematic Survey of Data Augmentation of ECG Signals for AI Applications
2023 M.M. Rahman, M.W. Rivolta, F. Badilini, R. Sassi
Predicting human cardiac QT alterations and pro-arrhythmic effects of compounds with a 3D beating heart-on-chip platform
2023 R. Visone, F. Lozano-Juan, S. Marzorati, M.W. Rivolta, E. Pesenti, A. Redaelli, R. Sassi, M. Rasponi, P. Occhetta
Recovery from Coma after Cardiac Arrest: Which Time-Window Counts the Most for Deep Learning Predictions?
2023 F. Uslenghi, R. Sassi, M.W. Rivolta
Recommender system for ablation lines to treat complex atrial tachycardia
2023 M. Vila, M.W. Rivolta, C.A. Barrios Espinosa, L.A. Unger, A. Luik, A. Loewe, R. Sassi
Association between ventricular repolarization parameters and cardiovascular death in patients of the SWISS-AF cohort
2022 M.W. Rivolta, L.T. Mainardi, R. Laureanti, R. Sassi, M. Kuhne, N. Rodondi, G. Conte, G. Moschovitis, V. Schlageter, S. Aeschbacher, D. Conen, T. Reichlin, L. Roten, S. Osswald, C.S. Zuern, A. Auricchio, V.D.A. Corino
A CNN for COVID-19 Detection Using ECG signals
2022 F.M. Muscato, V.D.A. Corino, M.W. Rivolta, P. Cerveri, A. Sanzo, A. Vicentini, R. Sassi, L.T. Mainardi
RATNet: A deep learning model for Bengali handwritten characters recognition
2022 M. Shafiqul Islam, M. Moklesur Rahman, M. Hafizur Rahman, M.W. Rivolta, M. Aktaruzzaman
Hybrid machine learning to localize atrial flutter substrates using the surface 12-lead electrocardiogram
2022 G. Luongo, G. Vacanti, V. Nitzke, D. Nairn, C. Nagel, D. Kabiri, T.P. Almeida, D.C. Soriano, M.W. Rivolta, G.A. Ng, O. Dossel, A. Luik, R. Sassi, C. Schmitt, A. Loewe
Explainable AI Points to White Matter Hyperintensities for Alzheimer's Disease Identification: a Preliminary Study
2022 V. Bordin, D. Coluzzi, M.W. Rivolta, G. Baselli
Machine Learning Using a Single-Lead ECG to Identify Patients With Atrial Fibrillation-Induced Heart Failure
2022 G. Luongo, F. Rees, D. Nairn, M.W. Rivolta, O. Dössel, R. Sassi, C. Ahlgrim, L. Mayer, F. Neumann, T. Arentz, A. Jadidi, A. Loewe, B. Müller-Edenborn
Spatial Correlation Between Myocyte's Repolarization Times and their Alternans Drives T-Wave Alternans on the ECG
2022 M.W. Rivolta, J.P. Martinez, R. Sassi, P. Laguna
Automatic classification of macro-reentrant atrial tachycardia mechanisms using 12-LEAD ECG
2021 G. Luongo, G.V. Diba Kabiri, S. Schuler, T.P. Almeida, D.C. Soriano, M.W. Rivolta, G.A. Ng, R. Sassi, O. Doessel, C.G. Schmitt, A. Loewe
Atrial Flutter Mechanism Detection Using Directed Network Mapping
2021 M. Vila, M.W. Rivolta, G. Luongo, L.A. Unger, A. Luik, L. Gigli, F. Lombardi, A. Loewe, R. Sassi
Opening the black box: interpretability of machine learning algorithms in electrocardiography
2021 M. Bodini, M.W. Rivolta, R. Sassi
A two-steps-ahead estimator for bubble entropy
2021 G. Manis, M. Bodini, M.W. Rivolta, R. Sassi
Directed Network Mapping Approach to Rotor Localization in Atrial Fibrillation Simulation
2021 M. Vila, S. Rocher, M.W. Rivolta, J. Saiz, R. Sassi
Bubble Entropy of Fractional Gaussian Noise and Fractional Brownian Motion
2021 G. Manis, M. Bodini, M.W. Rivolta, R. Sassi
Ranking of Different Wavelets in the Computation of Phase-Rectified Signal Averaging for Fetal Acidemia Identification
2021 M.W. Rivolta, M. Biraghi, M. Barbieri, T. Stampalija, R. Sassi
Effect of Ischemia on the Spatial Heterogeneity of Ventricular Repolarization: a Simulation Study
2021 M.W. Rivolta, R. Sassi, L.T. Mainardi, V.D.A. Corino
Classification of ECG Signals with Different Lead Systems Using AutoML
2021 M. Bodini, M.W. Rivolta, R. Sassi