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Calibration drift in regression and machine learning models for acute kidney injury

Journal of the American Medical Informatics Association : JAMIA, 2017-11, Vol.24 (6), p.1052-1061

2017

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Choice of Reference Serum Creatinine in Defining Acute Kidney Injury

Nephron (2015), 2015-01, Vol.131 (2), p.107-112

2015

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Cross-site transportability of an explainable artificial intelligence model for acute kidney injury prediction

Nature communications, 2020-11, Vol.11 (1), p.5668-5668, Article 5668

2020

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Characterizing treatment pathways at scale using the OHDSI network

Proceedings of the National Academy of Sciences - PNAS, 2016-07, Vol.113 (27), p.7329-7336

2016

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Automated identification of postoperative complications within an electronic medical record using natural language processing

JAMA : the journal of the American Medical Association, 2011-08, Vol.306 (8), p.848

2011

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Contemporary Incidence, Predictors, and Outcomes of Acute Kidney Injury in Patients Undergoing Percutaneous Coronary Interventions

JACC. Cardiovascular interventions, 2014, Vol.7 (1), p.1-9

2014

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Hypoglycemia and Clinical Outcomes in Patients With Diabetes Hospitalized in the General Ward

Diabetes care, 2009-07, Vol.32 (7), p.1153-1157

2009

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Artificial Intelligence in Health Care: A Report From the National Academy of Medicine

JAMA : the journal of the American Medical Association, 2020-02, Vol.323 (6), p.509

2020

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Estimating Baseline Kidney Function in Hospitalized Patients with Impaired Kidney Function

Clinical journal of the American Society of Nephrology, 2012-05, Vol.7 (5), p.712-719

2012

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Determinants of appropriate antibiotic and NSAID prescribing in unscheduled outpatient settings in the veterans health administration

BMC health services research, 2024-05, Vol.24 (1), p.640-640, Article 640

2024

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Cluster Randomized Trial of a Personalized Clinical Decision Support Intervention to Improve Statin Prescribing in Patients With Atherosclerotic Cardiovascular Disease

Circulation (New York, N.Y.), 2023-05, Vol.147 (18), p.1411-1413

2023

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Scalable incident detection via natural language processing and probabilistic language models

Scientific reports, 2024-10, Vol.14 (1), p.23429-10, Article 23429

2024

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Validated Contemporary Risk Model of Acute Kidney Injury in Patients Undergoing Percutaneous Coronary Interventions: Insights From the National Cardiovascular Data Registry Cath‐PCI Registry

Journal of the American Heart Association, 2014-12, Vol.3 (6), p.e001380-n/a

2014

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Commonly used surrogates for baseline renal function affect the classification and prognosis of acute kidney injury

Kidney international, 2010-03, Vol.77 (6), p.536-542

2010

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Identification of adverse drug-drug interactions through causal association rule discovery from spontaneous adverse event reports

Artificial intelligence in medicine, 2017-02, Vol.76, p.7-15

2017

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Evaluation of intervertebral body implant performance using active surveillance of electronic health records

BMJ surgery, interventions, & health technologies, 2022-07, Vol.4 (1), p.e000125

2022

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Simulating complex patient populations with hierarchical learning effects to support methods development for post-market surveillance

BMC medical research methodology, 2023-04, Vol.23 (1), p.89-15, Article 89

2023

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Challenges and strategies for implementing genomic services in diverse settings: experiences from the Implementing GeNomics In pracTicE (IGNITE) network

BMC medical genomics, 2017-05, Vol.10 (1), p.35-35, Article 35

2017

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Open questions and research gaps for monitoring and updating AI-enabled tools in clinical settings

Frontiers in digital health, 2022-09, Vol.4, p.958284

2022

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A propensity analysis of the risk of vascular complications after cardiac catheterization procedures with the use of vascular closure devices

The American heart journal, 2007-04, Vol.153 (4), p.606-611

2007

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Heart failure subtype after acute kidney injury

BMC nephrology, 2024-05, Vol.25 (1), p.167-167, Article 167

2024

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Use of Multiple Imputation Method to Improve Estimation of Missing Baseline Serum Creatinine in Acute Kidney Injury Research

Clinical journal of the American Society of Nephrology, 2013-01, Vol.8 (1), p.10-18

2013

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Use of noisy labels as weak learners to identify incompletely ascertainable outcomes: A Feasibility study with opioid-induced respiratory depression

Heliyon, 2024-03, Vol.10 (5), p.e26434-e26434, Article e26434

2024

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Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study

Translational psychiatry, 2021-12, Vol.11 (1), p.642-642, Article 642

2021

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Broadening the reach of the FDA Sentinel system: A roadmap for integrating electronic health record data in a causal analysis framework

NPJ digital medicine, 2021-12, Vol.4 (1), p.170-170, Article 170

2021

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Calibration drift in regression and machine learning models for acute kidney injury

Choice of Reference Serum Creatinine in Defining Acute Kidney Injury

Cross-site transportability of an explainable artificial intelligence model for acute kidney injury prediction

Characterizing treatment pathways at scale using the OHDSI network

Automated identification of postoperative complications within an electronic medical record using natural language processing

Contemporary Incidence, Predictors, and Outcomes of Acute Kidney Injury in Patients Undergoing Percutaneous Coronary Interventions

Hypoglycemia and Clinical Outcomes in Patients With Diabetes Hospitalized in the General Ward

Artificial Intelligence in Health Care: A Report From the National Academy of Medicine

Estimating Baseline Kidney Function in Hospitalized Patients with Impaired Kidney Function

Determinants of appropriate antibiotic and NSAID prescribing in unscheduled outpatient settings in the veterans health administration

Cluster Randomized Trial of a Personalized Clinical Decision Support Intervention to Improve Statin Prescribing in Patients With Atherosclerotic Cardiovascular Disease

Scalable incident detection via natural language processing and probabilistic language models

Validated Contemporary Risk Model of Acute Kidney Injury in Patients Undergoing Percutaneous Coronary Interventions: Insights From the National Cardiovascular Data Registry Cath‐PCI Registry

Commonly used surrogates for baseline renal function affect the classification and prognosis of acute kidney injury

Identification of adverse drug-drug interactions through causal association rule discovery from spontaneous adverse event reports

Evaluation of intervertebral body implant performance using active surveillance of electronic health records

Simulating complex patient populations with hierarchical learning effects to support methods development for post-market surveillance

Challenges and strategies for implementing genomic services in diverse settings: experiences from the Implementing GeNomics In pracTicE (IGNITE) network

Open questions and research gaps for monitoring and updating AI-enabled tools in clinical settings

A propensity analysis of the risk of vascular complications after cardiac catheterization procedures with the use of vascular closure devices

Heart failure subtype after acute kidney injury

Use of Multiple Imputation Method to Improve Estimation of Missing Baseline Serum Creatinine in Acute Kidney Injury Research

Use of noisy labels as weak learners to identify incompletely ascertainable outcomes: A Feasibility study with opioid-induced respiratory depression

Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study

Broadening the reach of the FDA Sentinel system: A roadmap for integrating electronic health record data in a causal analysis framework

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