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Personalized glucose forecasting for type 2 diabetes using data assimilation

PLoS computational biology, 2017-04, Vol.13 (4), p.e1005232

2017

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Next-generation phenotyping of electronic health records

Journal of the American Medical Informatics Association : JAMIA, 2013-01, Vol.20 (1), p.117-121

2013

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High-fidelity phenotyping: richness and freedom from bias

Journal of the American Medical Informatics Association : JAMIA, 2018-03, Vol.25 (3), p.289-294

2018

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Parameterizing time in electronic health record studies

Journal of the American Medical Informatics Association : JAMIA, 2015-07, Vol.22 (4), p.794-804

2015

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Data-Driven Blood Glucose Pattern Classification and Anomalies Detection: Machine-Learning Applications in Type 1 Diabetes

Journal of medical Internet research, 2019-05, Vol.21 (5), p.e11030-e11030

2019

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Ensemble Kalman methods with constraints

Inverse problems, 2019-09, Vol.35 (9), p.95007

2019

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Correlating electronic health record concepts with healthcare process events

Journal of the American Medical Informatics Association : JAMIA, 2013-12, Vol.20 (e2), p.e311-e318

2013

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Flow-Limited and Reverse-Triggered Ventilator Dyssynchrony Are Associated With Increased Tidal and Dynamic Transpulmonary Pressure

Critical care medicine, 2024-05, Vol.52 (5), p.743

2024

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Endoscopic full-thickness resection for early colorectal cancer

Gastrointestinal endoscopy, 2019-06, Vol.89 (6), p.1180-1189.e1

2019

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Mechanistic machine learning: how data assimilation leverages physiologic knowledge using Bayesian inference to forecast the future, infer the present, and phenotype

Journal of the American Medical Informatics Association : JAMIA, 2018-10, Vol.25 (10), p.1392-1401

2018

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Exploiting time in electronic health record correlations

Journal of the American Medical Informatics Association : JAMIA, 2011-12, Vol.18 Suppl 1 (Supplement_1), p.i109-i115

2011

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A simple modeling framework for prediction in the human glucose-insulin system

Chaos (Woodbury, N.Y.), 2023-07, Vol.33 (7)

2023

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The Association Between Ventilator Dyssynchrony, Delivered Tidal Volume, and Sedation Using a Novel Automated Ventilator Dyssynchrony Detection Algorithm

Critical care medicine, 2018-02, Vol.46 (2), p.e151-e157

2018

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Correction: Personalized glucose forecasting for type 2 diabetes using data assimilation

PLoS computational biology, 2021-08, Vol.17 (8), p.e1009325-e1009325

2021

Volltextzugriff (PDF)

Data assimilation on mechanistic models of glucose metabolism predicts glycemic states in adolescents following bariatric surgery

Frontiers in physiology, 2022-11, Vol.13, p.923704-923704

2022

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Methodological variations in lagged regression for detecting physiologic drug effects in EHR data

Journal of biomedical informatics, 2018-10, Vol.86, p.149-159

2018

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Identifying and mitigating biases in EHR laboratory tests

Journal of biomedical informatics, 2014-10, Vol.51, p.24-34

2014

Volltextzugriff (PDF)

Low hemoglobin and hematoma expansion after intracerebral hemorrhage

Neurology, 2019-07, Vol.93 (4), p.e372

2019

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Intracranial pressure-flow relationships in traumatic brain injury patients expose gaps in the tenets of models and pressure-oriented management

Frontiers in physiology, 2024-08, Vol.15, p.1381127

2024

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Quantifiable identification of flow-limited ventilator dyssynchrony with the deformed lung ventilator model

Computers in biology and medicine, 2024-05, Vol.173, p.108349-108349, Article 108349

2024

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Differential effects of two-hit models of acute and ventilator-induced lung injury on lung structure, function, and inflammation

Frontiers in physiology, 2023-07, Vol.14, p.1217183-1217183

2023

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Hypothesis-driven modeling of the human lung–ventilator system: A characterization tool for Acute Respiratory Distress Syndrome research

Journal of biomedical informatics, 2023-01, Vol.137, p.104275-104275, Article 104275

2023

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Nonconvulsive seizures after subarachnoid hemorrhage: Multimodal detection and outcomes

Annals of neurology, 2013-07, Vol.74 (1), p.53-64

2013

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β-cell intrinsic dynamics rather than gap junction structure dictates subpopulations in the islet functional network

eLife, 2023-11, Vol.12

2023

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A Damaged-Informed Lung Ventilator Model for Ventilator Waveforms

Frontiers in physiology, 2021-10, Vol.12, p.724046-724046

2021

Volltextzugriff (PDF)

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Personalized glucose forecasting for type 2 diabetes using data assimilation

Next-generation phenotyping of electronic health records

High-fidelity phenotyping: richness and freedom from bias

Parameterizing time in electronic health record studies

Data-Driven Blood Glucose Pattern Classification and Anomalies Detection: Machine-Learning Applications in Type 1 Diabetes

Ensemble Kalman methods with constraints

Correlating electronic health record concepts with healthcare process events

Flow-Limited and Reverse-Triggered Ventilator Dyssynchrony Are Associated With Increased Tidal and Dynamic Transpulmonary Pressure

Endoscopic full-thickness resection for early colorectal cancer

Mechanistic machine learning: how data assimilation leverages physiologic knowledge using Bayesian inference to forecast the future, infer the present, and phenotype

Exploiting time in electronic health record correlations

A simple modeling framework for prediction in the human glucose-insulin system

The Association Between Ventilator Dyssynchrony, Delivered Tidal Volume, and Sedation Using a Novel Automated Ventilator Dyssynchrony Detection Algorithm

Correction: Personalized glucose forecasting for type 2 diabetes using data assimilation

Data assimilation on mechanistic models of glucose metabolism predicts glycemic states in adolescents following bariatric surgery

Methodological variations in lagged regression for detecting physiologic drug effects in EHR data

Identifying and mitigating biases in EHR laboratory tests

Low hemoglobin and hematoma expansion after intracerebral hemorrhage

Intracranial pressure-flow relationships in traumatic brain injury patients expose gaps in the tenets of models and pressure-oriented management

Quantifiable identification of flow-limited ventilator dyssynchrony with the deformed lung ventilator model

Differential effects of two-hit models of acute and ventilator-induced lung injury on lung structure, function, and inflammation

Hypothesis-driven modeling of the human lung–ventilator system: A characterization tool for Acute Respiratory Distress Syndrome research

Nonconvulsive seizures after subarachnoid hemorrhage: Multimodal detection and outcomes

β-cell intrinsic dynamics rather than gap junction structure dictates subpopulations in the islet functional network

A Damaged-Informed Lung Ventilator Model for Ventilator Waveforms

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