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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.
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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
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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
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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
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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
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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.
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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.
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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
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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
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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.
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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.
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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
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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
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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.
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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
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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
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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
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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
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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
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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