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

Sensors (Basel, Switzerland), 2022-08, Vol.22 (16), p.6129

2022

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Comparison of Different Image Data Augmentation Approaches

Journal of imaging, 2021-11, Vol.7 (12), p.254

2021

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An Ensemble of Convolutional Neural Networks for Audio Classification

Applied sciences, 2021-07, Vol.11 (13), p.5796

2021

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Simulation of the Effects of Extracellular Calcium Changes Leads to a Novel Computational Model of Human Ventricular Action Potential With a Revised Calcium Handling

Frontiers in physiology, 2020-04, Vol.11, p.314-314

2020

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Computational Models of Ventricular- and Atrial-Like Human Induced Pluripotent Stem Cell Derived Cardiomyocytes

Annals of biomedical engineering, 2013-11, Vol.41 (11), p.2334-2348

2013

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In silico study of the mechanisms of hypoxia and contractile dysfunction during ischemia and reperfusion of hiPSC cardiomyocytes

Disease models & mechanisms, 2024-04, Vol.17 (4)

2024

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Varied Image Data Augmentation Methods for Building Ensemble

IEEE access, 2023, Vol.11, p.8810-8823

2023

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Large-Scale Simulation of the Phenotypical Variability Induced by Loss-of-Function Long QT Mutations in Human Induced Pluripotent Stem Cell Cardiomyocytes

International journal of molecular sciences, 2018-11, Vol.19 (11), p.3583

2018

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A Novel In Silico Electromechanical Model of Human Ventricular Cardiomyocyte

Frontiers in physiology, 2022-06, Vol.13, p.906146-906146

2022

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Automatic Optimization of an in Silico Model of Human iPSC Derived Cardiomyocytes Recapitulating Calcium Handling Abnormalities

Frontiers in physiology, 2018-06, Vol.9, p.709-709

2018

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Altered contractility in mutation-specific hypertrophic cardiomyopathy: A mechano-energetic in silico study with pharmacological insights

Frontiers in physiology, 2022-10, Vol.13, p.1010786-1010786

2022

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Comparison of the Simulated Response of Three in Silico Human Stem Cell-Derived Cardiomyocytes Models and in Vitro Data Under 15 Drug Actions

Frontiers in pharmacology, 2021-03, Vol.12, p.604713-604713

2021

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A mathematical model of hiPSC cardiomyocytes electromechanics

Physiological reports, 2021-11, Vol.9 (22), p.e15124-n/a

2021

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Deep learning for actinic keratosis classification

AIMS electronics and electrical engineering, 2020-03, Vol.4 (1), p.47-56

2020

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Texture Descriptors Ensembles Enable Image-Based Classification of Maturation of Human Stem Cell-Derived Retinal Pigmented Epithelium

PloS one, 2016-02, Vol.11 (2), p.e0149399-e0149399

2016

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Arrhythmia Mechanisms in Human Induced Pluripotent Stem Cell–Derived Cardiomyocytes

Journal of cardiovascular pharmacology, 2021-03, Vol.77 (3), p.300-316

2021

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Computational Model of Ca2+ Wave Propagation in Human Retinal Pigment Epithelial ARPE-19 Cells

PloS one, 2015-06, Vol.10 (6), p.e0128434-e0128434

2015

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Data augmentation approaches for improving animal audio classification

Ecological informatics, 2020-05, Vol.57, p.101084, Article 101084

2020

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Non-Binary Coding for Texture Descriptors in Sub-Cellular and Stem Cell Image Classification

Current bioinformatics, 2013-04, Vol.8 (2), p.208-219

2013

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Mathematical modelling of the action potential of human embryonic stem cell derived cardiomyocytes

Biomedical engineering online, 2012-08, Vol.11 (1), p.61-61, Article 61

2012

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All-Optical Electrophysiology Refines Populations of In Silico Human iPSC-CMs for Drug Evaluation

Biophysical journal, 2020-05, Vol.118 (10), p.2596-2611

2020

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Phenotypic variability in LQT3 human induced pluripotent stem cell-derived cardiomyocytes and their response to antiarrhythmic pharmacologic therapy: An in silico approach

Heart rhythm, 2017-11, Vol.14 (11), p.1704-1712

2017

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Feature transforms for image data augmentation

Neural computing & applications, 2022-12, Vol.34 (24), p.22345-22356

2022

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A detailed mathematical model of the human atrial cardiomyocyte: integration of electrophysiology and cardiomechanics

The Journal of physiology, 2024-09, Vol.602 (18), p.4543-4583

2024

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A detailed mathematical model of the human atrial cardiomyocyte: Integration of electrophysiology and cardiomechanics

Vascular pharmacology, 2024-06, Vol.155, p.107330, Article 107330

2024

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

Comparison of Different Image Data Augmentation Approaches

An Ensemble of Convolutional Neural Networks for Audio Classification

Simulation of the Effects of Extracellular Calcium Changes Leads to a Novel Computational Model of Human Ventricular Action Potential With a Revised Calcium Handling

Computational Models of Ventricular- and Atrial-Like Human Induced Pluripotent Stem Cell Derived Cardiomyocytes

In silico study of the mechanisms of hypoxia and contractile dysfunction during ischemia and reperfusion of hiPSC cardiomyocytes

Varied Image Data Augmentation Methods for Building Ensemble

Large-Scale Simulation of the Phenotypical Variability Induced by Loss-of-Function Long QT Mutations in Human Induced Pluripotent Stem Cell Cardiomyocytes

A Novel In Silico Electromechanical Model of Human Ventricular Cardiomyocyte

Automatic Optimization of an in Silico Model of Human iPSC Derived Cardiomyocytes Recapitulating Calcium Handling Abnormalities

Altered contractility in mutation-specific hypertrophic cardiomyopathy: A mechano-energetic in silico study with pharmacological insights

Comparison of the Simulated Response of Three in Silico Human Stem Cell-Derived Cardiomyocytes Models and in Vitro Data Under 15 Drug Actions

A mathematical model of hiPSC cardiomyocytes electromechanics

Deep learning for actinic keratosis classification

Texture Descriptors Ensembles Enable Image-Based Classification of Maturation of Human Stem Cell-Derived Retinal Pigmented Epithelium

Arrhythmia Mechanisms in Human Induced Pluripotent Stem Cell–Derived Cardiomyocytes

Computational Model of Ca2+ Wave Propagation in Human Retinal Pigment Epithelial ARPE-19 Cells

Data augmentation approaches for improving animal audio classification

Non-Binary Coding for Texture Descriptors in Sub-Cellular and Stem Cell Image Classification

Mathematical modelling of the action potential of human embryonic stem cell derived cardiomyocytes

All-Optical Electrophysiology Refines Populations of In Silico Human iPSC-CMs for Drug Evaluation

Phenotypic variability in LQT3 human induced pluripotent stem cell-derived cardiomyocytes and their response to antiarrhythmic pharmacologic therapy: An in silico approach

Feature transforms for image data augmentation

A detailed mathematical model of the human atrial cardiomyocyte: integration of electrophysiology and cardiomechanics

A detailed mathematical model of the human atrial cardiomyocyte: Integration of electrophysiology and cardiomechanics

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