Michelangelo Paci

36 papers B 1C 1Journal 15Unranked 18

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