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  1. digital.ahrq.gov/ahrq-funded-projects/research-centers-primary-care-practice-based-research-and-learning
    January 01, 2023 - Research Centers in Primary Care Practice-Based Research and Learning Project Final … HS021678 Funding Mechanism(s) Research Centers in Primary Care Practice Based Research and Learning … Ambulatory Setting Type of Care Primary Care Health Care Theme Learning … Research Centers in Primary Care Practice Based Research and Learning - Final Report Citation: Ornstein … Research Centers in Primary Care Practice Based Research and Learning - Final Report.
  2. digital.ahrq.gov/research-method/retrospective
    January 01, 2025 - Retrospective A Machine Learning Health System to Integrate Care for … 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 … 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
  3. digital.ahrq.gov/ahrq-funded-projects/building-and-implementing-predictive-decision-support-system-based-proactive
    January 01, 2024 - Problems Project Description Publications Using deep learning … Technology Artificial Intelligence Clinical Decision Support System Dashboard Machine Learning … This research will use deep learning models to move a reactive FCP for ED overcrowding interventions … The specific aims of the research are as follows: Develop deep learning models to predict PFM values … Multiple deep learning models will be built to predict PFM values which will be included in the proactive
  4. digital.ahrq.gov/ahrq-funded-projects/enhancing-emr-based-real-time-sepsis-alert-system-performance-through-machine
    January 01, 2023 - Enhancing an EMR-Based Real-Time Sepsis Alert System Performance Through Machine Learning … /2018 Technology Artificial Intelligence Clinical Decision Support System Machine Learning … Operate ISA prospectively, with cycles of online testing followed by offline learning and optimization … 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
  5. digital.ahrq.gov/funding-mechanism/ahrq-patient-centered-outcomes-research-clinical-decision-support-learning-network
    January 01, 2023 - AHRQ Patient-Centered Outcomes Research Clinical Decision Support Learning Network (U18) … Patient-Centered Outcomes Research Clinical Decision Support Learning Network … Description The Patient-Centered Clinical Decision Support Learning Network was created as a multistakeholder
  6. digital.ahrq.gov/principal-investigator/blumenfeld-barry-h
    January 01, 2023 - Project Name Patient-Centered Outcomes Research Clinical Decision Support Learning Network … Project Name Patient-Centered Outcomes Research Clinical Decision Support Learning Network … Project Name Patient-Centered Outcomes Research Clinical Decision Support Learning Network … Project Name Patient-Centered Outcomes Research Clinical Decision Support Learning Network … Patient-Centered Outcomes Research Clinical Decision Support Learning Network - Final Report.
  7. digital.ahrq.gov/principal-investigator/ornstein-steven
    January 01, 2023 - Ornstein, Steven Learning From Primary Care EHR Exemplars About Health … Learning From Primary Care EHR Exemplars About Health IT Safety - Final Report. … Research Centers in Primary Care Practice Based Research and Learning - Final Report. … Learning from primary care meaningful use exemplars. … Learning from primary care meaningful use exemplars. J Am Board Fam Med 2015;28(3):360-70.
  8. digital.ahrq.gov/ahrq-funded-projects/customizing-value-based-methods-prioritize-implementation-pharmacogenomic
    January 01, 2023 - Customizing Value-Based Methods to Prioritize Implementation of Pharmacogenomic Clinical Decision Support for Learning … Population Adults Health Care Theme Adverse Events Clinical Decision Making Learning … The tool may assist those in learning health systems (LHSs) to make informed decisions about the implementation … Customizing Value-Based Methods to Prioritize Implementation of Pharmacogenomic Clinical Decision Support for Learning … Customizing Value-Based Methods to Prioritize Implementation of Pharmacogenomic Clinical Decision Support for Learning
  9. digital.ahrq.gov/ahrq-funded-projects/leveraging-health-system-telehealth-and-informatics-infrastructure-create
    January 01, 2024 - Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Type of Care Primary Care Specialty Care Health Care Theme Access to Care Learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning
  10. digital.ahrq.gov/ahrq-funded-projects/rheumatology-informatics-system-effectiveness-patient-reported-outcome-rise-pro
    January 01, 2024 - Working with the ACR, this research created a clinical learning network to increase the use of RA PROs … The specific aims of the research were as follows: Create an evidence-based clinical learning network … Analyze the impact of the RISE PRO learning network on quality of care and health outcomes in RA. … Over 20 learning sessions were held between 2019 and 2020. … Clinical learning network supports use of PROs for patient care Teaming with the ACR, Dr.
  11. digital.ahrq.gov/principal-investigator/dexheimer-judith-w
    October 14, 2020 - Automated, machine learning-based alerts increase epilepsy surgery referrals: A randomized controlled … Automated, machine learning-based alerts increase epilepsy surgery referrals: A randomized controlled … Early identification of epilepsy surgery candidates: A multicenter, machine learning study. … Prospective validation of a machine learning model that uses provider notes to identify candidates for … Investigation of bias in an epilepsy machine learning algorithm trained on physician notes.
  12. digital.ahrq.gov/sites/default/files/docs/citation/r18hs022701-ornstein-final-report-2014.pdf
    January 01, 2014 - Learning from Primary Care Meaningful Use Exemplars - Final Report … Title of Project: Learning from Primary Care Meaningful Use Exemplars Principal … Presentations: • Ornstein S: “Learning from Primary Care Meaningful Use Exemplars.” … AHRQ Centers for Primary Care Practice-Based Research and Learning 2012 [10-29-2012]. … Learning from Primary Care Meaningful Use Exemplars Title of Project: Learning from Primary Care
  13. digital.ahrq.gov/principal-investigator/simpson-kit-n
    January 01, 2024 - Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning
  14. digital.ahrq.gov/medical-condition/epilepsy
    January 01, 2023 - Epilepsy Automated, machine learning-based alerts increase epilepsy … Automated, machine learning-based alerts increase epilepsy surgery referrals: A randomized controlled … Clinicians About Epilepsy Surgery Patients Prospective validation of a machine learning … Prospective validation of a machine learning model that uses provider notes to identify candidates for … Investigation of bias in an epilepsy machine learning algorithm trained on physician notes.
  15. digital.ahrq.gov/principal-investigator/fiks-alexander
    January 01, 2023 - Alexander National Center for Pediatric Practice Based Research and Learning … National Center for Pediatric Practice Based Research and Learning - Final Report. … Fiks, Alexander Project Name National Center for Pediatric Practice-Based Research and Learning … Fiks, Alexander Project Name National Center for Pediatric Practice-Based Research and Learning … Fiks, Alexander Project Name National Center for Pediatric Practice-Based Research and Learning
  16. digital.ahrq.gov/principal-investigator/harvey-jillian-beree
    January 01, 2024 - Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning
  17. digital.ahrq.gov/principal-investigator/thompson-hale-m
    January 01, 2023 - A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment and Prevention … 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 … and Prevention Among Hospitalized Patients A Machine Learning Health System … Hospitalized Patients Description This research will develop, train, test, and evaluate a machine learning
  18. digital.ahrq.gov/principal-investigator/held-philip
    January 01, 2023 - Held, Philip A Machine Learning Health System to Integrate Care for … 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 … and Prevention Among Hospitalized Patients A Machine Learning Health System … Hospitalized Patients Description This research will develop, train, test, and evaluate a machine learning
  19. digital.ahrq.gov/2018-year-review/research-summary/emerging-innovative-newly-funded-research/learning-health-systems-applying-data-and-evidence-improve-patient-care
    January 01, 2018 - Learning Health Systems—Applying Data and Evidence to Improve Patient Care … Health systems that effectively apply data and evidence to improve patient outcomes and care are called learning
  20. digital.ahrq.gov/ahrq-funded-projects/age-friendly-learning-healthcare-system-transformative-digital-solution
    April 01, 2024 - An Age-Friendly Learning Healthcare System: A Transformative Digital Solution for Geriatrics Clinics … Type of Care Specialty Care Health Care Theme Clinical Decision Making Learning … Deploy Age-Friendly Learning Healthcare System digital tools into clinical care in geriatrics clinics … This study advances the developing science of the Age-Friendly Learning Healthcare System and could help

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