Michelangelo Paci

Soudabeh Ghosi

Jari Aarne Kalevi Hyttinen

Jussi T. Koivumäki

Proceedings of the Computing in Cardiology, 2023

2022

Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles for Small to Midsize Medical Data Sets.

[BibT_eX]

[DOI]

Sensors, 2022

Feature transforms for image data augmentation.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

Mutation-specific Hypertrophic Cardiomyopathy and Mavacamten: a Mechano-energetic In Silico Study.

[BibT_eX]

[DOI]

Jussi T. Koivumäki

Proceedings of the Computing in Cardiology, 2022

Mechanical Translation of Electrical Abnormalities With a New Electromechanical Model of Human Ventricular Cell.

[BibT_eX]

[DOI]

Chiara Bartolucci

Proceedings of the Computing in Cardiology, 2022

2021

Comparison of Different Image Data Augmentation Approaches.

[BibT_eX]

[DOI]

J. Imaging, 2021

Comparison of different convolutional neural network activation functions and methods for building ensembles.

[BibT_eX]

[DOI]

CoRR, 2021

In Silico Identification of the Key Ionic Currents Modulating Human Pluripotent Stem Cell-Derived Cardiomyocytes Towards an Adult Phenotype.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Sensitivity of the Human Ventricular BPS2020 Action Potential Model to the In Silico Mechanisms of Ischemia.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

Data augmentation approaches for improving animal audio classification.

[BibT_eX]

[DOI]

Gianluca Maguolo

Ecol. Informatics, 2020

An Ensemble of Convolutional Neural Networks for Audio Classification.

[BibT_eX]

[DOI]

CoRR, 2020

The Comparison Between Two Mathematical Contractile Elements Integrated into an hiPSC-CM In-silico Model.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2020

Investigation of the Extracellular Calcium Effects on Action Potential Using the Most Recent Human Ventricular Cell Models.

[BibT_eX]

[DOI]

Chiara Bartolucci

Proceedings of the Computing in Cardiology, 2020

2019

Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation.

[BibT_eX]

[DOI]

CoRR, 2019

Automaticity in Cardiomyocytes Derived From Human Induced Pluripotent Stem Cells as Result of Different Mechanisms.

[BibT_eX]

[DOI]

Proceedings of the 46th Computing in Cardiology, 2019

Evolution of the Seminal O'Hara Rudy Model to More Accurately Simulate the Electrophysiology of Human Ventricular Cardiomyocytes.

[BibT_eX]

[DOI]

Proceedings of the 46th Computing in Cardiology, 2019

2018

In Silico Populations Optimized on Optogenetic Recordings Predict Drug Effects in Human Induced Pluripotent Stem Cell-Derived Cardiomyocytes.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2018

2017

An ensemble of visual features for Gaussians of local descriptors and non-binary coding for texture descriptors.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

Effects of the Small Conductance Calcium-Activated Potassium Current (IsK) in Human Sinoatrial Node.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2017

2016

Ensembles of dense and dense sampling descriptors for the HEp-2 cells classification problem.

[BibT_eX]

[DOI]

Florentino Luciano Caetano dos Santos

Alessandra Lumini

Pattern Recognit. Lett., 2016

A Population of In Silico Models to Face the Variability of Human Induced Pluripotent Stem Cell-derived Cardiomyocytes: the hERG Block Case Study.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015

Quantification of the Ionic Current Contributions to Alterations in the Action Potential Repolarization by means of Piecewise-Linear Approximation.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2015

2014

Indirect immunofluorescence image classification using texture descriptors.

[BibT_eX]

[DOI]

Sheryl Brahnam

Expert Syst. Appl., 2014

Histogram-based classification of iPSC colony images using machine learning methods.

[BibT_eX]

[DOI]

Katriina Aalto-Setälä

Martti Juhola

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Analysis of Virus Textures in Transmission Electron Microscopy Images.

[BibT_eX]

[DOI]

Florentino Luciano Caetano dos Santos

Sheryl Brahnam

Proceedings of the Innovation in Medicine and Healthcare 2014, 2014

Morphological and Texture Features for HEp-2 Cells Classification.

[BibT_eX]

[DOI]

Florentino Luciano Caetano dos Santos

Proceedings of the 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, 2014

Investigating local spatially-enhanced structural and textural descriptors for classification of iPSC colony images.

[BibT_eX]

[DOI]

Katriina Aalto-Setälä

Martti Juhola

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Computational Modeling Supports Induced Pluripotent Stem Cell-derived Cardiomyocytes Reliability as a Model for Human LQT3.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2014, 2014

Classification of iPSC colony images using hierarchical strategies with support vector machines.

[BibT_eX]

[DOI]

Jorge Avalos-Salguero

Katriina Aalto-Setälä

Martti Juhola

Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

2013

Heterogeneous Ensemble of Classifiers for Sub-Cellular Image Classification Based on Local Ternary Patterns.

[BibT_eX]

[DOI]

Proceedings of the Local Binary Patterns: New Variants and Applications, 2013

Computational Modelling of LQT1 in Human Induced Pluripotent Stem Cell Derived Cardiomyocytes.

[BibT_eX]

[DOI]