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digital.ahrq.gov/ahrq-funded-projects/learning-primary-care-meaningful-use-exemplars/citation/learning-primary-care
January 01, 2023 - Learning from primary care meaningful use exemplars. … Learning from primary care meaningful use exemplars. J Am Board Fam Med 2015;28(3):360-70. … www.ncbi.nlm.nih.gov/pubmed/25957369
Principal Investigator
Ornstein, Steven
Project Name
Learning
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digital.ahrq.gov/technology/machine-learning
January 01, 2024 - Machine Learning
A Machine Learning Health System to Integrate Care … A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment and Prevention … Project Name
A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment … Machine learning-augmented interventions in perioperative care: A systematic review and meta-analysis … Effectiveness of a Digital Health Intervention Leveraging Reinforcement Learning: Results From the Diabetes
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digital.ahrq.gov/sites/default/files/docs/page/2005_AHRQ%20Final%20Steele.ppt
January 01, 2005 - Medical knowledge dissemination (learning)
CPOE in Critical Care
Andy Steele, MD, MPH
(Director, Medical
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digital.ahrq.gov/ahrq-funded-projects/machine-learning-validation-medication-regimen-complexity-critical-care
January 01, 2024 - Machine Learning Validation of Medication Regimen Complexity for Critical Care Pharmacist Resource Prediction … 31/2025
Technology
Artificial Intelligence
Dashboard
Data Visualization
Machine Learning … This research will develop and validate machine learning (ML) enhanced predictive models that improve … Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload … Machine learning based prediction of prolonged duration of mechanical ventilation incorporating
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digital.ahrq.gov/ahrq-funded-projects/improving-healthcare-processes-and-outcomes-directly-integrating-health/citation/indiana
January 01, 2023 - The Indiana Learning Health System Initiative: Early experience developing a collaborative, regional … learning health system. … The Indiana Learning Health System Initiative: Early experience developing a collaborative, regional … learning health system.
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digital.ahrq.gov/ahrq-funded-projects/patient-centered-outcomes-research-clinical-decision-support-learning-network
January 01, 2023 - Patient-Centered Outcomes Research Clinical Decision Support Learning Network
Project … Clinical Decision Support Learning Network (PCCDS-LN or “the Learning Network”), was created as a multistakeholder … convening, implementing, and initiating operation of a multistakeholder CDS learning network. … In 2018 and 2019, the Learning Network sharpened the ability to demonstrate an impact on practice. … Patient-Centered Outcomes Research Clinical Decision Support Learning Network - Final Report.
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digital.ahrq.gov/ahrq-funded-projects/improving-safety-and-quality-emergency-care-using-machine-learning-based
September 30, 2023 - Improving Safety and Quality of Emergency Care Using Machine Learning-Based Clinical Decision Support … Research Story
The use of an emergency department triage tool informed by machine learning … The current triage prediction model will be refined using machine learning algorithms trained on the … Machine Learning to Improve Patient Triage in the Emergency Department
Theme: Supporting … Leveraging the power of machine learning can improve triage While electronic health records (EHRs) do
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digital.ahrq.gov/ahrq-funded-projects/machine-learning-health-system-integrate-care-substance-misuse-and-hiv-treatment-and-prevention
August 31, 2024 - A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment and Prevention … Dates
09/01/2021 - 08/31/2024
Technology
Clinical Decision Support System
Machine Learning … The use of clinical decision support (CDS) tools informed by supervised machine learning (ML) has the … Supervised ML uses data for training that is already tagged with correct answers, equivalent to learning … A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment and Prevention
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digital.ahrq.gov/ahrq-funded-projects/national-center-pediatric-practice-based-research-and-learning
January 01, 2023 - National Center for Pediatric Practice-Based Research and Learning
Project Final … HS021645
Funding Mechanism(s)
Research Centers in Primary Care Practice Based Research and Learning … The overarching goal of the C-PRL was to improve the delivery of and learning from pediatric primary … National Center for Pediatric Practice Based Research and Learning - 2012
×
Disclaimer … National Center for Pediatric Practice Based Research and Learning - Final Report.
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digital.ahrq.gov/ahrq-funded-projects/patient-centered-outcomes-research-clinical-decision-support-learning-network/citation/building
January 01, 2023 - Building and maintaining trust in clinical decision support: Recommendations from the Patient‐Centered CDS Learning … Building and maintaining trust in clinical decision support: Recommendations from the Patient‐Centered CDS Learning … Learning Health Systems. 2019. doi: 10.1002/lrh2.10208
Link
https://onlinelibrary.wiley.com/doi … Project Name
Patient-Centered Outcomes Research Clinical Decision Support Learning Network
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digital.ahrq.gov/program-overview/research-stories/improving-safety-postoperative-handoff-communication-telemedicine
January 01, 2023 - Improving Safety in Postoperative Handoff Communication with Telemedicine and Machine Learning … Implementing a postoperative handoff intervention augmented with telemedicine and machine learning … Using telemedicine and machine learning may improve postoperative handoff safety With an extensive background … By harnessing state of-the-art machine learning and telemedicine innovations, I am confident that our … to Improve Patient Triage in the Emergency Department Using Machine Learning for Military Service
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digital.ahrq.gov/health-care-theme/learning-health-system
January 01, 2023 - Learning Health System
An Age-Friendly Learning Healthcare System: A … Kawamoto, Kensaku
A Machine Learning Health System to Integrate Care for Substance … Hospitalized Patients
Description
This research will develop, train, test, and evaluate a machine learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Customizing Value-Based Methods to Prioritize Implementation of Pharmacogenomic Clinical Decision Support for Learning
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digital.ahrq.gov/ahrq-funded-projects/learning-primary-care-meaningful-use-exemplars/final-report
January 01, 2023 - Learning from Primary Care Meaningful Use Exemplars - Final Report
Citation
Ornstein … Learning from Primary Care Meaningful Use Exemplars - Final Report. … PDF
Learning from Primary Care Meaningful Use Exemplars - Final Report
The findings … Project Name
Learning from Primary Care Meaningful Use Exemplars
Technology
Electronic
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digital.ahrq.gov/ahrq-funded-projects/research-centers-primary-care-practice-based-research-and-learning/final-report
January 01, 2023 - Research Centers in Primary Care Practice Based Research and Learning - Final Report … Research Centers in Primary Care Practice Based Research and Learning - Final Report. … PDF
Research Centers in Primary Care Practice Based Research and Learning - Final Report … Ornstein, Steven
Project Name
Research Centers in Primary Care Practice-Based Research and Learning
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digital.ahrq.gov/program-overview/research-stories/use-artificial-intelligence-and-machine-learning-improve-care
January 01, 2023 - Use of Artificial Intelligence and Machine Learning to Improve Care by Critical Care Pharmacists … Delivery Subtheme: Using Digital Healthcare Tools to Improve Patient Safety
Using machine learning … Sikora and her team at the University of Georgia are using artificial intelligence and machine learning … Using machine learning to predict when pharmacists are needed for critical care
In the second research … study, the team plans to develop and validate machine learning predictive models to optimize the workflow
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digital.ahrq.gov/ahrq-funded-projects/enhancing-emr-based-real-time-sepsis-alert-system-performance-through-machine/final-report
January 01, 2023 - Enhancing an EMR-Based Real-Time Sepsis Alert System Performance Through Machine Learning - Final Report … Enhancing an EMR-Based Real-Time Sepsis Alert System Performance Through Machine Learning - Final Report … Project Name
Enhancing an EMR-Based Real-Time Sepsis Alert System Performance Through Machine Learning … Technology
Artificial Intelligence
Clinical Decision Support System
Machine Learning
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digital.ahrq.gov/ahrq-funded-projects/machine-learning-validation-medication-regimen-complexity-critical-care/citation/machine
January 01, 2023 - Machine learning based prediction of prolonged duration of mechanical ventilation incorporating medication … Machine learning based prediction of prolonged duration of mechanical ventilation incorporating medication … pubmed.ncbi.nlm.nih.gov/37790491/
Principal Investigator
Sikora, Andrea
Project Name
Machine Learning … Regimen Complexity for Critical Care Pharmacist Resource Prediction
Technology
Machine Learning
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digital.ahrq.gov/ahrq-funded-projects/machine-learning-validation-medication-regimen-complexity-critical-care/citation/unsupervised
January 01, 2023 - Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload … Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload … pubmed.ncbi.nlm.nih.gov/38562806/
Principal Investigator
Sikora, Andrea
Project Name
Machine Learning … Regimen Complexity for Critical Care Pharmacist Resource Prediction
Technology
Machine Learning
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digital.ahrq.gov/ahrq-funded-projects/machine-learning-validation-medication-regimen-complexity-critical-care/citation/cluster
January 01, 2023 - Cluster analysis driven by unsupervised latent feature learning of medications to identify novel pharmacophenotypes … Cluster analysis driven by unsupervised latent feature learning of medications to identify novel pharmacophenotypes … pubmed.ncbi.nlm.nih.gov/37730817/
Principal Investigator
Sikora, Andrea
Project Name
Machine Learning … Critical Care Pharmacist Resource Prediction
Technology
Artificial Intelligence
Machine Learning
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digital.ahrq.gov/program-overview/research-stories/machine-learning-improve-patient-triage-emergency-department
January 01, 2023 - Machine Learning to Improve Patient Triage in the Emergency Department
Theme: Supporting … Advancing Health Equity
The use of an emergency department triage tool informed by machine learning … Leveraging the power of machine learning can improve triage While electronic health records (EHRs) do … evaluate an ED triage clinical decision support (CDS) tool integrated into the EHR that uses machine learning … Heart Attacks Improving Safety in Postoperative Handoff Communication with Telemedicine and Machine Learning