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Estimating ectopic beat probability with simplified statistical models that account for experimental uncertainty

PLoS computational biology, 2021-10, Vol.17 (10), p.e1009536-e1009536

2021

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A data-driven model for early prediction of need for invasive mechanical ventilation in pediatric intensive care unit patients

PloS one, 2023-08, Vol.18 (8), p.e0289763-e0289763

2023

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A Computational Model of Reactive Oxygen Species and Redox Balance in Cardiac Mitochondria

Biophysical journal, 2013-08, Vol.105 (4), p.1045-1056

2013

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Mechanistic Investigation of the Arrhythmogenic Role of Oxidized CaMKII in the Heart

Biophysical journal, 2015-08, Vol.109 (4), p.838-849

2015

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Superresolution Modeling of Calcium Release in the Heart

Biophysical journal, 2014-12, Vol.107 (12), p.3018-3029

2014

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An Integrated Mitochondrial ROS Production and Scavenging Model: Implications for Heart Failure

Biophysical journal, 2013-12, Vol.105 (12), p.2832-2842

2013

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Roles of phosphodiesterases in the regulation of the cardiac cyclic nucleotide cross-talk signaling network

Journal of molecular and cellular cardiology, 2016-02, Vol.91, p.215-227

2016

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Spectral clustering of risk score trajectories stratifies sepsis patients by clinical outcome and interventions received

eLife, 2020-09, Vol.9

2020

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SWIFT: A deep learning approach to prediction of hypoxemic events in critically-Ill patients using SpO2 waveform prediction

PLoS computational biology, 2021-12, Vol.17 (12), p.e1009712-e1009712

2021

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Electrotonic Coupling between Human Atrial Myocytes and Fibroblasts Alters Myocyte Excitability and Repolarization

Biophysical journal, 2009-10, Vol.97 (8), p.2179-2190

2009

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Factors associated with resistance to SARS-CoV-2 infection discovered using large-scale medical record data and machine learning

PloS one, 2023-02, Vol.18 (2), p.e0278466-e0278466

2023

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K+ current changes account for the rate dependence of the action potential in the human atrial myocyte

American journal of physiology. Heart and circulatory physiology, 2009-10, Vol.297 (4), p.H1398-H1410

2009

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On the Adjacency Matrix of RyR2 Cluster Structures

PLoS computational biology, 2015-11, Vol.11 (11), p.e1004521-e1004521

2015

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Mechanisms of the cyclic nucleotide cross-talk signaling network in cardiac L-type calcium channel regulation

Journal of molecular and cellular cardiology, 2017-05, Vol.106, p.29-44

2017

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Estimating the probabilities of rare arrhythmic events in multiscale computational models of cardiac cells and tissue

PLoS computational biology, 2017-11, Vol.13 (11), p.e1005783-e1005783

2017

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Predicting respiratory decompensation in mechanically ventilated adult ICU patients

Frontiers in physiology, 2023-04, Vol.14, p.1125991-1125991

2023

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A bilobal model of Ca2+-dependent inactivation to probe the physiology of L-type Ca2+ channels

The Journal of general physiology, 2018-12, Vol.150 (12), p.1688-1701

2018

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From mitochondrial ion channels to arrhythmias in the heart: computational techniques to bridge the spatio-temporal scales

Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences, 2008-09, Vol.366 (1879), p.3381-3409

2008

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Modeling calcium regulation of contraction, energetics, signaling, and transcription in the cardiac myocyte

Wiley interdisciplinary reviews. Mechanisms of disease, 2016-01, Vol.8 (1), p.37-67

2016

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Mechanisms of Excitation-Contraction Coupling in an Integrative Model of the Cardiac Ventricular Myocyte

Biophysical journal, 2006-01, Vol.90 (1), p.77-91

2006

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Models and Simulations as a Service: Exploring the Use of Galaxy for Delivering Computational Models

Biophysical journal, 2016-03, Vol.110 (5), p.1038-1043

2016

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An integrative model of the cardiac ventricular myocyte incorporating local control of Ca2+ release

Biophysical journal, 2002-12, Vol.83 (6), p.2918-2945

2002

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Early Prediction of Multiple Organ Dysfunction in the Pediatric Intensive Care Unit

Frontiers in pediatrics, 2021-08, Vol.9, p.711104

2021

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Estimating the probability of early afterdepolarizations and predicting arrhythmic risk associated with long QT syndrome type 1 mutations

Biophysical journal, 2023-10, Vol.122 (20), p.4042-4056

2023

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Extinguishing the Sparks

Biophysical journal, 2013-05, Vol.104 (10), p.2115-2117

2013

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Estimating ectopic beat probability with simplified statistical models that account for experimental uncertainty

A data-driven model for early prediction of need for invasive mechanical ventilation in pediatric intensive care unit patients

A Computational Model of Reactive Oxygen Species and Redox Balance in Cardiac Mitochondria

Mechanistic Investigation of the Arrhythmogenic Role of Oxidized CaMKII in the Heart

Superresolution Modeling of Calcium Release in the Heart

An Integrated Mitochondrial ROS Production and Scavenging Model: Implications for Heart Failure

Roles of phosphodiesterases in the regulation of the cardiac cyclic nucleotide cross-talk signaling network

Spectral clustering of risk score trajectories stratifies sepsis patients by clinical outcome and interventions received

SWIFT: A deep learning approach to prediction of hypoxemic events in critically-Ill patients using SpO2 waveform prediction

Electrotonic Coupling between Human Atrial Myocytes and Fibroblasts Alters Myocyte Excitability and Repolarization

Factors associated with resistance to SARS-CoV-2 infection discovered using large-scale medical record data and machine learning

K+ current changes account for the rate dependence of the action potential in the human atrial myocyte

On the Adjacency Matrix of RyR2 Cluster Structures

Mechanisms of the cyclic nucleotide cross-talk signaling network in cardiac L-type calcium channel regulation

Estimating the probabilities of rare arrhythmic events in multiscale computational models of cardiac cells and tissue

Predicting respiratory decompensation in mechanically ventilated adult ICU patients

A bilobal model of Ca2+-dependent inactivation to probe the physiology of L-type Ca2+ channels

From mitochondrial ion channels to arrhythmias in the heart: computational techniques to bridge the spatio-temporal scales

Modeling calcium regulation of contraction, energetics, signaling, and transcription in the cardiac myocyte

Mechanisms of Excitation-Contraction Coupling in an Integrative Model of the Cardiac Ventricular Myocyte

Models and Simulations as a Service: Exploring the Use of Galaxy for Delivering Computational Models

An integrative model of the cardiac ventricular myocyte incorporating local control of Ca2+ release

Early Prediction of Multiple Organ Dysfunction in the Pediatric Intensive Care Unit

Estimating the probability of early afterdepolarizations and predicting arrhythmic risk associated with long QT syndrome type 1 mutations

Extinguishing the Sparks

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