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digital.ahrq.gov/ahrq-funded-projects/transforming-kidney-care-emergency-department-using-artificial-intelligence/citation/optimal
January 01, 2023 - Optimal acute kidney injury algorithm for detecting acute kidney injury at emergency department presentation … Optimal acute kidney injury algorithm for detecting acute kidney injury at emergency department presentation
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digital.ahrq.gov/medical-condition/renal-kidney-disease
January 01, 2023 - kidney injury: A multi-site retrospective propensity-adjusted analysis. … Renal outcomes following intravenous contrast administration in patients with acute kidney injury: a … kidney injury algorithm for detecting acute kidney injury at emergency department presentation. … Optimal acute kidney injury algorithm for detecting acute kidney injury at emergency department presentation … kidney injury in the emergency department.
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digital.ahrq.gov/ahrq-funded-projects/transforming-kidney-care-emergency-department-using-artificial-intelligence/citation/renal
January 01, 2023 - Renal outcomes following intravenous contrast administration in patients with acute kidney injury: A … Renal outcomes following intravenous contrast administration in patients with acute kidney injury: a
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digital.ahrq.gov/ahrq-funded-projects/transforming-kidney-care-emergency-department-using-artificial-intelligence
January 01, 2023 - Acute kidney injury (AKI) is prevalent, associated with adverse clinical outcomes, and one of the most … kidney injury algorithm for detecting acute kidney injury at emergency department presentation. … Optimal acute kidney injury algorithm for detecting acute kidney injury at emergency department presentation … Renal outcomes following intravenous contrast administration in patients with acute kidney injury: a … kidney injury.
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digital.ahrq.gov/principal-investigator/hinson-jeremiah
March 18, 2025 - Renal outcomes following intravenous contrast administration in patients with acute kidney injury: A … Renal outcomes following intravenous contrast administration in patients with acute kidney injury: a … kidney injury algorithm for detecting acute kidney injury at emergency department presentation. … Optimal acute kidney injury algorithm for detecting acute kidney injury at emergency department presentation … kidney injury in the emergency department.
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digital.ahrq.gov/principal-investigator/levin-scott-ryan
January 01, 2023 - Renal outcomes following intravenous contrast administration in patients with acute kidney injury: A … Renal outcomes following intravenous contrast administration in patients with acute kidney injury: a … kidney injury algorithm for detecting acute kidney injury at emergency department presentation. … Optimal acute kidney injury algorithm for detecting acute kidney injury at emergency department presentation … kidney injury in the emergency department.
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digital.ahrq.gov/2020-year-review/research-summary/it-is-not-just-sci-fi-using-artificial-intelligence-identify-kidney-disease
January 01, 2020 - of an artificial intelligence-driven clinical decision support system for detection and treatment of acute … kidney injury in the emergency department may improve the quality of kidney care and generate best practice … Acute kidney injury (AKI) is a very common condition for patients presenting in the ED and is associated … that signal, we don't have a way to know as emergency physicians that this person's going to develop acute … kidney injury.
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digital.ahrq.gov/document-type/editorial
January 01, 2024 - and Adverse Drug Events Through the Use of Clinical Decision Support
Optimal acute … kidney injury algorithm for detecting acute kidney injury at emergency department presentation. … Optimal acute kidney injury algorithm for detecting acute kidney injury at emergency department presentation
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digital.ahrq.gov/2020-year-review/research-summary/supporting-clinicians-improve-decision-making-and-patients-care-emerging-research
January 01, 2020 - Levin of Johns Hopkins University are investigating the use of AI to provide CDS in the detection of acute … kidney injury (AKI) in the ED setting. … Successful development and implementation of this AI-driven CDS system for detection and treatment of acute … kidney injury will improve the quality of kidney care and generate best-practice methods to advance
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs024581-avidan-final-report-2020.pdf
January 01, 2020 - renal failure, and postoperative acute
respiratory failure. … To predict acute kidney injury and respiratory failure, we designed a novel model architecture
that … Postoperative surrogate measures
included acute kidney injury, atrial fibrillation, respiratory failure … Machine learning algorithms for postoperative death, acute kidney injury, and acute respiratory
failure … The incidence of postoperative acute kidney injury was 6.1%.
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digital.ahrq.gov/2020-year-review/research-summary/anesthesiology-control-tower-air-traffic-control-operating-rooms
January 01, 2020 - into operating rooms improves care
Machine learning algorithms for predicting postoperative death, acute … kidney injury, and acute respiratory failure were successfully developed and validated using a database
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digital.ahrq.gov/ahrq-funded-projects/machine-learning-prediction-model-personalized-urinary-tract-infection-care
July 01, 2024 - Machine-Learning Prediction Model for Personalized Urinary Tract Infection Care in Children
Project Description
Implementing a practical, validated clinical decision support algorithm to identify unsafe anatomy before injury occurs has the potential to significantly reduce rena…
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digital.ahrq.gov/organization/johns-hopkins-university
January 01, 2023 - and evaluate an artificial intelligence-driven clinical decision support system to detect and manage acute … kidney injury in the emergency department.
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digital.ahrq.gov/location/usa-md-baltimore
January 01, 2023 - and evaluate an artificial intelligence-driven clinical decision support system to detect and manage acute … kidney injury in the emergency department.
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digital.ahrq.gov/sites/default/files/docs/artificial-intelligence-tools-improve-slides-03182025.pdf
March 18, 2025 - ABX)
Treatment
•Home
•Observation
•Inpatient
Ward
•Step-Down
•ICU
Dispo
Acute Kidney Injury
Lewington … Translation to Clinical Practice
Real-World Accuracy & Impact
Data-Enabled ED Decision Making
Acute … Kidney Injury
AHRQ R01 HS27793: Transforming Kidney Care in the ED Using Artificial Intelligence-Driven
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digital.ahrq.gov/ahrq-funded-projects/anesthesiology-control-tower-feedback-alerts-supplement-treatment-actfast
January 01, 2023 - machine learning algorithms were constructed to predict postoperative 30-day mortality, postoperative acute … renal failure, and postoperative acute respiratory failure. … into operating rooms improves care
Machine learning algorithms for predicting postoperative death, acute … kidney injury, and acute respiratory failure were successfully developed and validated using a database
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digital.ahrq.gov/2020-year-review/executive-summary
January 01, 2020 - of an artificial intelligence-driven clinical decision support system for detection and treatment of acute … kidney injury in the emergency department may improve the quality of kidney care and generate best practice
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digital.ahrq.gov/2020-year-review/research-summary/improving-delivery-health-services-health-systems-level-emerging-research
January 01, 2020 - Improving the Delivery of Health Services at the Health Systems Level - Emerging Research
Facilitating Long-Distance Care, Education, and Monitoring with Telehealth and Telemedicine
Clinicians have used telehealth and telemedicine in rural settings and for hard-to-access specialties …
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digital.ahrq.gov/sites/default/files/docs/citation/r18hs026189-ko-final-report-2023.pdf
January 01, 2023 - 81 (0.2) 549 (0.6) <0.001 0.02
Ventilator assistance, n (%) 65 (0.1) 7 (0.02) 58 (0.1) 0.004 <0.01
Acute … kidney injury, n (%) 109 (0.1) 15 (0.04) 94 (0.1) 0.003 <0.01
Surgical specialty, n (%) <0.001 0.06 … transfusion, n (%) 29 (0.3) 52 (0.2) 0.03 0.01
Ventilator assistance, n (%) 3 (0.04) 4 (0.02) 0.38 <0.01
Acute … kidney injury, n (%) 3 (0.04) 12 (0.05) 0.77 <0.01
Surgical specialty, n (%) <0.001 0.03
Cardiothoracic
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs026732-usher-final-report-2023.pdf
January 01, 2023 - specific mortality including acute myocardial infarction, gastrointestinal bleed pneumonia, COPD,
acute … kidney injury, and cerebrovascular accident.