Computational Modelling of LQT1 in Human Induced Pluripotent Stem Cell Derived Cardiomyocytes. - Michelangelo Paci; Jari A. K. Hyttinen; Stefano Severi (CinC, 2013)

Heterogeneous Ensemble of Classifiers for Sub-Cellular Image Classification Based on Local Ternary Patterns. - Loris Nanni; Michelangelo Paci; Stefano Severi (Local Binary Patterns, 2013)

Classification of iPSC colony images using hierarchical strategies with support vector machines. - 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; et al. (CIDM, 2014)

Computational Modeling Supports Induced Pluripotent Stem Cell-derived Cardiomyocytes Reliability as a Model for Human LQT3. - Michelangelo Paci; Stefano Severi; Jari A. K. Hyttinen (CinC, 2014)

Investigating local spatially-enhanced structural and textural descriptors for classification of iPSC colony images. - Yulia Gizatdinova; Jyrki Rasku; Markus Haponen; Henry Joutsijoki; Ivan Baldin; Michelangelo Paci; Jari A. K. Hyttinen; Katriina Aalto-Setälä; Martti Juhola (EMBC, 2014)

Morphological and Texture Features for HEp-2 Cells Classification. - Loris Nanni; Michelangelo Paci; Florentino Luciano Caetano dos Santos; Jari A. K. Hyttinen (I3A@ICPR, 2014)

Analysis of Virus Textures in Transmission Electron Microscopy Images. - Loris Nanni; Michelangelo Paci; Florentino Luciano Caetano dos Santos; Sheryl Brahnam; Jari A. K. Hyttinen (InMed, 2014)

Histogram-based classification of iPSC colony images using machine learning methods. - Henry Joutsijoki; Markus Haponen; Ivan Baldin; Jyrki Rasku; Yulia Gizatdinova; Michelangelo Paci; Jari A. K. Hyttinen; Katriina Aalto-Setälä; Martti Juhola (SMC, 2014)

Indirect immunofluorescence image classification using texture descriptors. - Loris Nanni; Michelangelo Paci; Sheryl Brahnam (Expert Syst. Appl., 2014)

Quantification of the Ionic Current Contributions to Alterations in the Action Potential Repolarization by means of Piecewise-Linear Approximation. - Michelangelo Paci; Jari A. K. Hyttinen; Stefano Severi (CinC, 2015)

A Population of In Silico Models to Face the Variability of Human Induced Pluripotent Stem Cell-derived Cardiomyocytes: the hERG Block Case Study. - Michelangelo Paci; Elisa Passini; Stefano Severi; Jari A. K. Hyttinen; Blanca Rodríguez (CinC, 2016)

Ensembles of dense and dense sampling descriptors for the HEp-2 cells classification problem. - Loris Nanni; Alessandra Lumini; Florentino Luciano Caetano dos Santos; Michelangelo Paci; Jari A. K. Hyttinen (Pattern Recognit. Lett., 2016)

Effects of the Small Conductance Calcium-Activated Potassium Current (IsK) in Human Sinoatrial Node. - Alan Fabbri; Michelangelo Paci; Jari A. K. Hyttinen; Ronald Wilders; Stefano Severi (CinC, 2017)

An ensemble of visual features for Gaussians of local descriptors and non-binary coding for texture descriptors. - Loris Nanni; Michelangelo Paci; Sheryl Brahnam; Stefano Ghidoni (Expert Syst. Appl., 2017)

In Silico Populations Optimized on Optogenetic Recordings Predict Drug Effects in Human Induced Pluripotent Stem Cell-Derived Cardiomyocytes. - Michelangelo Paci; Elisa Passini; Aleksandra Klimas; Stefano Severi; Jari A. K. Hyttinen; Blanca Rodríguez; Emilia Entcheva (CinC, 2018)

Evolution of the Seminal O'Hara Rudy Model to More Accurately Simulate the Electrophysiology of Human Ventricular Cardiomyocytes. - Chiara Bartolucci; Michelangelo Paci; Jari A. K. Hyttinen; Elisa Passini; Stefano Severi (CinC, 2019)

Automaticity in Cardiomyocytes Derived From Human Induced Pluripotent Stem Cells as Result of Different Mechanisms. - Michelangelo Paci; Stefano Severi; Jari A. K. Hyttinen (CinC, 2019)

Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation. - Gianluca Maguolo; Michelangelo Paci; Loris Nanni; Ludovico Bonan (CoRR, 2019)

Investigation of the Extracellular Calcium Effects on Action Potential Using the Most Recent Human Ventricular Cell Models. - Chiara Bartolucci; Michelangelo Paci; Stefano Severi (CinC, 2020)

The Comparison Between Two Mathematical Contractile Elements Integrated into an hiPSC-CM In-silico Model. - Mohamadamin Forouzandehmehr; Nicolò Cogno; Jussi T. Koivumäki; Jari A. K. Hyttinen; Michelangelo Paci (CinC, 2020)

An Ensemble of Convolutional Neural Networks for Audio Classification. - Loris Nanni; Gianluca Maguolo; Sheryl Brahnam; Michelangelo Paci (CoRR, 2020)

Data augmentation approaches for improving animal audio classification. - Loris Nanni; Gianluca Maguolo; Michelangelo Paci (Ecol. Informatics, 2020)

Sensitivity of the Human Ventricular BPS2020 Action Potential Model to the In Silico Mechanisms of Ischemia. - Mohamadamin Forouzandehmehr; Chiara Bartolucci; Jari A. K. Hyttinen; Jussi T. Koivumäki; Michelangelo Paci (CinC, 2021)

In Silico Identification of the Key Ionic Currents Modulating Human Pluripotent Stem Cell-Derived Cardiomyocytes Towards an Adult Phenotype. - Leto Luana Riebel; Elisa Passini; Francesca Margara; Michelangelo Paci; Jacopo Biasetti; Blanca Rodríguez (CinC, 2021)

Comparison of different convolutional neural network activation functions and methods for building ensembles. - Loris Nanni; Gianluca Maguolo; Sheryl Brahnam; Michelangelo Paci (CoRR, 2021)

Comparison of Different Image Data Augmentation Approaches. - Loris Nanni; Michelangelo Paci; Sheryl Brahnam; Alessandra Lumini (J. Imaging, 2021)

Mechanical Translation of Electrical Abnormalities With a New Electromechanical Model of Human Ventricular Cell. - Chiara Bartolucci; Mohamadamin Forouzandehmehr; Michelangelo Paci; Stefano Severi (CinC, 2022)

Mutation-specific Hypertrophic Cardiomyopathy and Mavacamten: a Mechano-energetic In Silico Study. - Mohamadamin Forouzandehmehr; Michelangelo Paci; Jussi T. Koivumäki; Jari A. K. Hyttinen (CinC, 2022)

Feature transforms for image data augmentation. - Loris Nanni; Michelangelo Paci; Sheryl Brahnam; Alessandra Lumini (Neural Comput. Appl., 2022)

Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles for Small to Midsize Medical Data Sets. - Loris Nanni; Sheryl Brahnam; Michelangelo Paci; Stefano Ghidoni (Sensors, 2022)

Mechanosensitive Channel Piezo1 in R403Q Hypertrophic Cardiomyopathy: A Computational Study. - Mohamadamin Forouzandehmehr; Soudabeh Ghosi; Michelangelo Paci; Jari Aarne Kalevi Hyttinen; Jussi T. Koivumäki (CinC, 2023)

Varied Image Data Augmentation Methods for Building Ensemble. - Riccardo Bravin; Loris Nanni; Andrea Loreggia; Sheryl Brahnam; Michelangelo Paci (IEEE Access, 2023)

A novel ionic model for matured and paced atrial-like human iPSC-CMs integrating IKur and IKCa currents. - Sofia Botti; Chiara Bartolucci; Claudia Altomare; Michelangelo Paci; Lucio Barile; Rolf Krause; Luca Franco Pavarino; Stefano Severi (Comput. Biol. Medicine, 2024)

From Multiscale Biophysics to Digital Twins of Tissues and Organs: Future Opportunities for in-silico Pharmacology. - Michael Taynnan Barros; Michelangelo Paci; Aapo Tervonen; Elisa Passini; Jussi T. Koivumäki; Jari A. K. Hyttinen; Kerstin Lenk (IEEE Trans. Mol. Biol. Multi Scale Commun., 2024)