Michelangelo Paci

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 26

Top Topics

Computational Modeling

Machine Learning Methods

Texture Descriptors

Top Venues

Expert Syst. Appl.

Publications

Sofia Botti, Chiara Bartolucci, Claudia Altomare, Michelangelo Paci, Lucio Barile, Rolf Krause, Luca Franco Pavarino, Stefano Severi
A novel ionic model for matured and paced atrial-like human iPSC-CMs integrating IKur and IKCa currents. Comput. Biol. Medicine 180 (2024)
Riccardo Bravin, Loris Nanni, Andrea Loreggia, Sheryl Brahnam, Michelangelo Paci
Varied Image Data Augmentation Methods for Building Ensemble. IEEE Access 11 (2023)
Mohamadamin Forouzandehmehr, Soudabeh Ghosi, Michelangelo Paci, Jari Aarne Kalevi Hyttinen, Jussi T. Koivumäki
Mechanosensitive Channel Piezo1 in R403Q Hypertrophic Cardiomyopathy: A Computational Study. CinC (2023)
Mohamadamin Forouzandehmehr, Michelangelo Paci, Jussi T. Koivumäki, Jari A. K. Hyttinen
Mutation-specific Hypertrophic Cardiomyopathy and Mavacamten: a Mechano-energetic In Silico Study. CinC (2022)
Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini
Feature transforms for image data augmentation. Neural Comput. Appl. 34 (24) (2022)
Chiara Bartolucci, Mohamadamin Forouzandehmehr, Michelangelo Paci, Stefano Severi
Mechanical Translation of Electrical Abnormalities With a New Electromechanical Model of Human Ventricular Cell. CinC (2022)
Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini
Feature transforms for image data augmentation. CoRR (2022)
Loris Nanni, Sheryl Brahnam, Michelangelo Paci, Stefano Ghidoni
Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles for Small to Midsize Medical Data Sets. Sensors 22 (16) (2022)
Mohamadamin Forouzandehmehr, Chiara Bartolucci, Jari A. K. Hyttinen, Jussi T. Koivumäki, Michelangelo Paci
Sensitivity of the Human Ventricular BPS2020 Action Potential Model to the In Silico Mechanisms of Ischemia. CinC (2021)
Leto L. Riebel, Elisa Passini, Francesca Margara, Michelangelo Paci, Jacopo Biasetti, Blanca Rodríguez
In Silico Identification of the Key Ionic Currents Modulating Human Pluripotent Stem Cell-Derived Cardiomyocytes Towards an Adult Phenotype. CinC (2021)
Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci
Comparison of different convolutional neural network activation functions and methods for building ensembles. CoRR (2021)
Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini
Comparison of Different Image Data Augmentation Approaches. J. Imaging 7 (12) (2021)
Mohamadamin Forouzandchmehr, Nicolò Cogno, Jussi T. Koivumäki, Jari A. K. Hyttinen, Michelangelo Paci
The Comparison Between Two Mathematical Contractile Elements Integrated into an hiPSC-CM In-silico Model. CinC (2020)
Chiara Bartolucci, Michelangelo Paci, Stefano Severi
Investigation of the Extracellular Calcium Effects on Action Potential Using the Most Recent Human Ventricular Cell Models. CinC (2020)
Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci
An Ensemble of Convolutional Neural Networks for Audio Classification. CoRR (2020)
Loris Nanni, Gianluca Maguolo, Michelangelo Paci
Data augmentation approaches for improving animal audio classification. Ecol. Informatics 57 (2020)
Gianluca Maguolo, Michelangelo Paci, Loris Nanni, Ludovico Bonan
Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation. CoRR (2019)
Chiara Bartolucci, Michelangelo Paci, Jari A. K. Hyttinen, Elisa Passini, Stefano Severi
Evolution of the Seminal O'Hara Rudy Model to More Accurately Simulate the Electrophysiology of Human Ventricular Cardiomyocytes. CinC (2019)
Loris Nanni, Gianluca Maguolo, Michelangelo Paci
Data augmentation approaches for improving animal audio classification. CoRR (2019)
Michelangelo Paci, Stefano Severi, Jari A. K. Hyttinen
Automaticity in Cardiomyocytes Derived From Human Induced Pluripotent Stem Cells as Result of Different Mechanisms. CinC (2019)
Michelangelo Paci, Elisa Passini, Aleksandra Klimas, Stefano Severi, Jari A. K. Hyttinen, Blanca Rodríguez, Emilia Entcheva
In Silico Populations Optimized on Optogenetic Recordings Predict Drug Effects in Human Induced Pluripotent Stem Cell-Derived Cardiomyocytes. CinC (2018)
Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Stefano Ghidoni
An ensemble of visual features for Gaussians of local descriptors and non-binary coding for texture descriptors. Expert Syst. Appl. 82 (2017)
Alan Fabbri, Michelangelo Paci, Jari A. K. Hyttinen, Ronald Wilders, Stefano Severi
Effects of the Small Conductance Calcium-Activated Potassium Current (IsK) in Human Sinoatrial Node. CinC (2017)
Loris Nanni, Alessandra Lumini, Florentino Luciano Caetano dos Santos, Michelangelo Paci, Jari A. K. Hyttinen
Ensembles of dense and dense sampling descriptors for the HEp-2 cells classification problem. Pattern Recognit. Lett. 82 (2016)
Michelangelo Paci, Elisa Passini, Stefano Severi, Jari A. K. Hyttinen, Blanca Rodríguez
A Population of In Silico Models to Face the Variability of Human Induced Pluripotent Stem Cell-derived Cardiomyocytes: the hERG Block Case Study. CinC (2016)
Michelangelo Paci, Jari A. K. Hyttinen, Stefano Severi
Quantification of the Ionic Current Contributions to Alterations in the Action Potential Repolarization by means of Piecewise-Linear Approximation. CinC (2015)
Loris Nanni, Michelangelo Paci, Florentino Luciano Caetano dos Santos, Jari A. K. Hyttinen
Morphological and Texture Features for HEp-2 Cells Classification. I3A@ICPR (2014)
Yulia Gizatdinova, Jyrki Rasku, Markus Haponen, Henry Joutsijoki, Ivan Baldin, Michelangelo Paci, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola
Investigating local spatially-enhanced structural and textural descriptors for classification of iPSC colony images. EMBC (2014)
Henry Joutsijoki, Jyrki Rasku, Markus Haponen, Ivan Baldin, Yulia Gizatdinova, Michelangelo Paci, Jyri Saarikoski, Kirsi Varpa, Harri Siirtola, Jorge Avalos-Salguero, Kati Iltanen, Jorma Laurikkala, Kirsi Penttinen, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola
Classification of iPSC colony images using hierarchical strategies with support vector machines. CIDM (2014)
Loris Nanni, Michelangelo Paci, Florentino Luciano Caetano dos Santos, Sheryl Brahnam, Jari A. K. Hyttinen
Analysis of Virus Textures in Transmission Electron Microscopy Images. InMed (2014)
Loris Nanni, Michelangelo Paci, Sheryl Brahnam
Indirect immunofluorescence image classification using texture descriptors. Expert Syst. Appl. 41 (5) (2014)
Henry Joutsijoki, Markus Haponen, Ivan Baldin, Jyrki Rasku, Yulia Gizatdinova, Michelangelo Paci, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola
Histogram-based classification of iPSC colony images using machine learning methods. SMC (2014)
Michelangelo Paci, Stefano Severi, Jari A. K. Hyttinen
Computational Modeling Supports Induced Pluripotent Stem Cell-derived Cardiomyocytes Reliability as a Model for Human LQT3. CinC (2014)
Michelangelo Paci, Jari A. K. Hyttinen, Stefano Severi
Computational Modelling of LQT1 in Human Induced Pluripotent Stem Cell Derived Cardiomyocytes. CinC (2013)