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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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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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Computational medicine: translating models to clinical care

Science translational medicine, 2012-10, Vol.4 (158), p.158rv11

2012

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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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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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Integrating Mitochondrial Energetics, Redox and ROS Metabolic Networks: A Two-Compartment Model

Biophysical journal, 2013-01, Vol.104 (2), p.332-343

2013

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A reaction-diffusion model of ROS-induced ROS release in a mitochondrial network

PLoS computational biology, 2010-01, Vol.6 (1), p.e1000657

2010

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Large-scale integration of cancer microarray data identifies a robust common cancer signature

BMC bioinformatics, 2007-07, Vol.8 (1), p.275-275, Article 275

2007

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Whole-Heart Modeling: Applications to Cardiac Electrophysiology and Electromechanics

Circulation research, 2011-01, Vol.108 (1), p.113-128

2011

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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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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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Mitochondrial Energetics, pH Regulation, and Ion Dynamics: A Computational-Experimental Approach

Biophysical journal, 2011-06, Vol.100 (12), p.2894-2903

2011

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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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Data-driven discovery of a novel sepsis pre-shock state predicts impending septic shock in the ICU

Scientific reports, 2019-04, Vol.9 (1), p.6145, Article 6145

2019

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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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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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First-Principles Electrophysiological Models of Cardiac Ventricular Myocytes as a Basis of Multiscale Mechanics of the Heart

Journal of engineering mechanics, 2024-07, Vol.150 (7)

2024

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Merging microarray data from separate breast cancer studies provides a robust prognostic test

BMC bioinformatics, 2008-02, Vol.9 (1), p.125-125, Article 125

2008

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Na+ microdomains and sparks: Role in cardiac excitation-contraction coupling and arrhythmias in ankyrin-B deficiency

Journal of molecular and cellular cardiology, 2019-03, Vol.128, p.145-157

2019

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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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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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A Computational Model of the Human Left-Ventricular Epicardial Myocyte

Biophysical journal, 2004-09, Vol.87 (3), p.1507-1525

2004

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Predicting Intensive Care Delirium with Machine Learning: Model Development and External Validation

Anesthesiology (Philadelphia), 2023-03, Vol.138 (3), p.299-311

2023

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Dynamics of matrix-free Ca2+ in cardiac mitochondria: two components of Ca2+ uptake and role of phosphate buffering

The Journal of general physiology, 2012-06, Vol.139 (6), p.465-478

2012

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

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

Computational medicine: translating models to clinical care

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

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

Integrating Mitochondrial Energetics, Redox and ROS Metabolic Networks: A Two-Compartment Model

A reaction-diffusion model of ROS-induced ROS release in a mitochondrial network

Large-scale integration of cancer microarray data identifies a robust common cancer signature

Whole-Heart Modeling: Applications to Cardiac Electrophysiology and Electromechanics

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

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

Mitochondrial Energetics, pH Regulation, and Ion Dynamics: A Computational-Experimental Approach

Superresolution Modeling of Calcium Release in the Heart

Data-driven discovery of a novel sepsis pre-shock state predicts impending septic shock in the ICU

On the Adjacency Matrix of RyR2 Cluster Structures

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

First-Principles Electrophysiological Models of Cardiac Ventricular Myocytes as a Basis of Multiscale Mechanics of the Heart

Merging microarray data from separate breast cancer studies provides a robust prognostic test

Na+ microdomains and sparks: Role in cardiac excitation-contraction coupling and arrhythmias in ankyrin-B deficiency

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

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

A Computational Model of the Human Left-Ventricular Epicardial Myocyte

Predicting Intensive Care Delirium with Machine Learning: Model Development and External Validation

Dynamics of matrix-free Ca2+ in cardiac mitochondria: two components of Ca2+ uptake and role of phosphate buffering

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

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