|
| 36538354 | Predicting Intensive Care Delirium with Machine Learning: Model Development and External Validation. | Anesthesiology | 2023 |
| 37705243 | Estimating the probability of early afterdepolarizations and predicting arrhythmic risk associated with long QT syndrome type 1 mutations. | Biophys J | 2023 |
| 37849671 | Erratum to "BME 2.0: Engineering the Future of Medicine". | BME Front | 2023 |
| 37540703 | A data-driven model for early prediction of need for invasive mechanical ventilation in pediatric intensive care unit patients. | PLoS One | 2023 |
| 37123253 | Predicting respiratory decompensation in mechanically ventilated adult ICU patients. | Front Physiol | 2023 |
| 34968747 | Computational signatures for post-cardiac arrest trajectory prediction: Importance of early physiological time series. | Anaesth Crit Care Pain Med | 2022 |
| 35741007 | Critical Requirements for the Initiation of a Cardiac Arrhythmia in Rat Ventricle: How Many Myocytes? | Cells | 2022 |
| 36505051 | Editorial: Methods and applications in computational physiology and medicine. | Front Physiol | 2022 |
| 36034311 | aEYE: A deep learning system for video nystagmus detection. | Front Neurol | 2022 |
| 34151278 | Prediction of Impending Septic Shock in Children With Sepsis. | Crit Care Explor | 2021 |
| 33688661 | SWIFT: A Deep Learning Approach to Prediction of Hypoxemic Events in Critically-Ill Patients Using SpO <sub>2</sub> Waveform Prediction. | medRxiv | 2021 |
| 34932550 | SWIFT: A deep learning approach to prediction of hypoxemic events in critically-Ill patients using SpO2 waveform prediction. | PLoS Comput Biol | 2021 |
| 34820341 | Predicting Flow Rate Escalation for Pediatric Patients on High Flow Nasal Cannula Using Machine Learning. | Front Pediatr | 2021 |
| 34665814 | Estimating ectopic beat probability with simplified statistical models that account for experimental uncertainty. | PLoS Comput Biol | 2021 |
| 34485201 | Early Prediction of Multiple Organ Dysfunction in the Pediatric Intensive Care Unit. | Front Pediatr | 2021 |
| 32959779 | Spectral clustering of risk score trajectories stratifies sepsis patients by clinical outcome and interventions received. | Elife | 2020 |
| 30992534 | Data-driven discovery of a novel sepsis pre-shock state predicts impending septic shock in the ICU. | Sci Rep | 2019 |
| 31804443 | Please Welcome the New Team Member: The Algorithm. | Pediatr Crit Care Med | 2019 |
| 31947237 | Natural Language Processing of Clinical Notes for Improved Early Prediction of Septic Shock in the ICU. | Annu Int Conf IEEE Eng Med Biol Soc | 2019 |
| 30731085 | Na<sup>+</sup> microdomains and sparks: Role in cardiac excitation-contraction coupling and arrhythmias in ankyrin-B deficiency. | J Mol Cell Cardiol | 2019 |
| 30470716 | A bilobal model of Ca<sup>2+</sup>-dependent inactivation to probe the physiology of L-type Ca<sup>2+</sup> channels. | J Gen Physiol | 2018 |
| 29145393 | Estimating the probabilities of rare arrhythmic events in multiscale computational models of cardiac cells and tissue. | PLoS Comput Biol | 2017 |
| 32494458 | Confluent Extended Posterior Left Atrial Wall Ablation: Thinking Inside the Box. | J Innov Card Rhythm Manag | 2017 |
| 28365422 | Mechanisms of the cyclic nucleotide cross-talk signaling network in cardiac L-type calcium channel regulation. | J Mol Cell Cardiol | 2017 |
| 26766206 | Shape analysis of hypertrophic and hypertensive heart disease using MRI-based 3D surface models of left ventricular geometry. | Med Image Anal | 2016 |
| 28642673 | WaveformECG: A Platform for Visualizing, Annotating, and Analyzing ECG Data. | Comput Sci Eng | 2016 |
| 26562359 | Modeling calcium regulation of contraction, energetics, signaling, and transcription in the cardiac myocyte. | Wiley Interdiscip Rev Syst Biol Med | 2016 |
| 27377851 | Modeling Na<sup>+</sup>-Ca<sup>2+</sup> exchange in the heart: Allosteric activation, spatial localization, sparks and excitation-contraction coupling. | J Mol Cell Cardiol | 2016 |
| 27570667 | Metadata-driven Clinical Data Loading into i2b2 for Clinical and Translational Science Institutes. | AMIA Jt Summits Transl Sci Proc | 2016 |
| 26773602 | Roles of phosphodiesterases in the regulation of the cardiac cyclic nucleotide cross-talk signaling network. | J Mol Cell Cardiol | 2016 |
| 26958881 | Models and Simulations as a Service: Exploring the Use of Galaxy for Delivering Computational Models. | Biophys J | 2016 |
| 26287635 | Mechanistic Investigation of the Arrhythmogenic Role of Oxidized CaMKII in the Heart. | Biophys J | 2015 |
| 26388264 | Interaction between phosphodiesterases in the regulation of the cardiac β-adrenergic pathway. | J Mol Cell Cardiol | 2015 |
| 26545234 | On the Adjacency Matrix of RyR2 Cluster Structures. | PLoS Comput Biol | 2015 |
| 24734021 | Systems biology approaches to understanding the cause and treatment of heart, lung, blood, and sleep disorders. | Front Physiol | 2014 |
| 25570825 | Computing network-based features from physiological time series: application to sepsis detection. | Annu Int Conf IEEE Eng Med Biol Soc | 2014 |
| 25517166 | Superresolution modeling of calcium release in the heart. | Biophys J | 2014 |
| 24772082 | Modeling CaMKII-mediated regulation of L-type Ca(2+) channels and ryanodine receptors in the heart. | Front Pharmacol | 2014 |
| 23442855 | Integrating mitochondrial energetics, redox and ROS metabolic networks: a two-compartment model. | Biophys J | 2013 |
| 24359755 | An integrated mitochondrial ROS production and scavenging model: implications for heart failure. | Biophys J | 2013 |
| 24122522 | Screening entire health system ECG databases to identify patients at increased risk of death. | Circ Arrhythm Electrophysiol | 2013 |
| 23972856 | A computational model of reactive oxygen species and redox balance in cardiac mitochondria. | Biophys J | 2013 |
| 23650309 | Cardiac resynchronization therapy improves altered Na channel gating in canine model of dyssynchronous heart failure. | Circ Arrhythm Electrophysiol | 2013 |
| 23708349 | Extinguishing the sparks. | Biophys J | 2013 |
| 22641641 | Dynamics of matrix-free Ca2+ in cardiac mitochondria: two components of Ca2+ uptake and role of phosphate buffering. | J Gen Physiol | 2012 |
| 23115356 | Computational medicine: translating models to clinical care. | Sci Transl Med | 2012 |
| 22783206 | Toward an integrative computational model of the Guinea pig cardiac myocyte. | Front Physiol | 2012 |
| 22490168 | Ontological labels for automated location of anatomical shape differences. | J Biomed Inform | 2012 |
| 20865780 | Integrative modeling of the cardiac ventricular myocyte. | Wiley Interdiscip Rev Syst Biol Med | 2011 |
| 22255380 | Metabolic control analysis applied to mitochondrial networks. | Annu Int Conf IEEE Eng Med Biol Soc | 2011 |