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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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Clinical factors associated with rapid treatment of sepsis

PloS one, 2021-05, Vol.16 (5), p.e0250923-e0250923

2021

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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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A Computerized Provider Order Entry Intervention for Medication Safety During Acute Kidney Injury: A Quality Improvement Report

American journal of kidney diseases, 2010-11, Vol.56 (5), p.832-841

2010

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Changing relative risk of clinical factors for hospital-acquired acute kidney injury across age groups: a retrospective cohort study

BMC nephrology, 2020-08, Vol.21 (1), p.321-321, Article 321

2020

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Electronic health record data quality variability across a multistate clinical research network

Journal of clinical and translational science, 2023, Vol.7 (1), p.e130-e130, Article e130

2023

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Development of Inpatient Risk Stratification Models of Acute Kidney Injury for Use in Electronic Health Records

Medical decision making, 2010-11, Vol.30 (6), p.639-650

2010

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Causal risk factor discovery for severe acute kidney injury using electronic health records

BMC medical informatics and decision making, 2018-03, Vol.18 (Suppl 1), p.13-13, Article 13

2018

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Structural equation model analysis of the length-of-hospital stay after lumbar spine surgery

The spine journal, 2015-04, Vol.15 (4), p.612-621

2015

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Robust clinical marker identification for diabetic kidney disease with ensemble feature selection

Journal of the American Medical Informatics Association : JAMIA, 2019-03, Vol.26 (3), p.242-253

2019

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Medications and conditions associated with weight loss in patients prescribed semaglutide based on real-world data

Obesity (Silver Spring, Md.), 2023-10, Vol.31 (10), p.2482-2492

2023

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Fitness-for-use of Retrospective Multicenter Electronic Health Records to Conduct Outcome Analysis for Pediatric Ulcerative Colitis

Medicine (Baltimore), 2024-03, Vol.103 (11), p.e37395-e37395

2024

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MedEx: a medication information extraction system for clinical narratives

Journal of the American Medical Informatics Association : JAMIA, 2010-01, Vol.17 (1), p.19-24

2010

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Effect of the Affordable Care Act on diabetes care at major health centers: newly detected diabetes and diabetes medication management

BMJ open diabetes research & care, 2021-12, Vol.9 (Suppl 1), p.e002205

2021

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Effects of clinical decision support on initial dosing and monitoring of tobramycin and amikacin

American journal of health-system pharmacy, 2011-04, Vol.68 (7), p.624-632

2011

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Predicting Inpatient Acute Kidney Injury over Different Time Horizons: How Early and Accurate?

AMIA ... Annual Symposium proceedings, 2017, Vol.2017, p.565-574

2017

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A secondary analysis of PAIN‐CONTRoLS: Pain's impact on sleep, fatigue, and activities of daily living

Muscle & nerve, 2022-10, Vol.66 (4), p.404-410

2022

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Avenues for Strengthening PCORnet’s Capacity to Advance Patient-Centered Economic Outcomes in Patient-Centered Outcomes Research (PCOR)

Medical care, 2023-12, Vol.61 (12), p.S153-S160

2023

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Adrenal Insufficiency, Heart Rate Variability, and Complex Biologic Systems: A Study of 1,871 Critically Ill Trauma Patients

Journal of the American College of Surgeons, 2007-05, Vol.204 (5), p.885-892

2007

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A Secondary Analysis of Patient Assisted Intervention for Neuropathy: Comparison of Treatment in Real Life Situations (PAIN-CONTRoLS): Pain's Impact on Sleep, Fatigue, and Activities of Daily Living

Muscle & nerve, 2022-06, Vol.66 (4), p.404-410

2022

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Enhancing PCORnet Clinical Research Network data completeness by integrating multistate insurance claims with electronic health records in a cloud environment aligned with CMS security and privacy requirements

Journal of the American Medical Informatics Association : JAMIA, 2022-03, Vol.29 (4), p.660-670

2022

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Evaluation of weight change and cardiometabolic risk factors in a real-world population of US adults with overweight or obesity

Preventive medicine, 2023-05, Vol.170, p.107496-107496, Article 107496

2023

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Feature Ranking in Predictive Models for Hospital-Acquired Acute Kidney Injury

Scientific reports, 2018-11, Vol.8 (1), p.17298-11, Article 17298

2018

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The prevalence of type 2 diabetes and associated risk factors with generalized osteoarthritis: a retrospective study using ICD codes for clinical data repository system

Clinical rheumatology, 2019-12, Vol.38 (12), p.3539-3547

2019

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

Clinical factors associated with rapid treatment of sepsis

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

A Computerized Provider Order Entry Intervention for Medication Safety During Acute Kidney Injury: A Quality Improvement Report

Changing relative risk of clinical factors for hospital-acquired acute kidney injury across age groups: a retrospective cohort study

Electronic health record data quality variability across a multistate clinical research network

Development of Inpatient Risk Stratification Models of Acute Kidney Injury for Use in Electronic Health Records

Causal risk factor discovery for severe acute kidney injury using electronic health records

Structural equation model analysis of the length-of-hospital stay after lumbar spine surgery

Robust clinical marker identification for diabetic kidney disease with ensemble feature selection

Medications and conditions associated with weight loss in patients prescribed semaglutide based on real-world data

Fitness-for-use of Retrospective Multicenter Electronic Health Records to Conduct Outcome Analysis for Pediatric Ulcerative Colitis

MedEx: a medication information extraction system for clinical narratives

Effect of the Affordable Care Act on diabetes care at major health centers: newly detected diabetes and diabetes medication management

Effects of clinical decision support on initial dosing and monitoring of tobramycin and amikacin

Predicting Inpatient Acute Kidney Injury over Different Time Horizons: How Early and Accurate?

A secondary analysis of PAIN‐CONTRoLS: Pain's impact on sleep, fatigue, and activities of daily living

Avenues for Strengthening PCORnet’s Capacity to Advance Patient-Centered Economic Outcomes in Patient-Centered Outcomes Research (PCOR)

Adrenal Insufficiency, Heart Rate Variability, and Complex Biologic Systems: A Study of 1,871 Critically Ill Trauma Patients

A Secondary Analysis of Patient Assisted Intervention for Neuropathy: Comparison of Treatment in Real Life Situations (PAIN-CONTRoLS): Pain's Impact on Sleep, Fatigue, and Activities of Daily Living

Enhancing PCORnet Clinical Research Network data completeness by integrating multistate insurance claims with electronic health records in a cloud environment aligned with CMS security and privacy requirements

Evaluation of weight change and cardiometabolic risk factors in a real-world population of US adults with overweight or obesity

Feature Ranking in Predictive Models for Hospital-Acquired Acute Kidney Injury

The prevalence of type 2 diabetes and associated risk factors with generalized osteoarthritis: a retrospective study using ICD codes for clinical data repository system

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