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81. Research Centers in Primary Care Practice-Based Research and Learning | Digital Healthcare Research
    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.

82. AHRQ Patient-Centered Outcomes Research Clinical Decision Support Learning Network (U18) | Digital Healthcare Research
    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

83. Deep-learning model for predicting 30-day postoperative mortality. | AHRQ Digital Healthcare Research: Informing Improvement in Care Quality, Safety, and Efficiency
    digital.ahrq.gov/ahrq-funded-projects/anesthesiology-control-tower-feedback-alerts-supplement-treatment-actfast/citation/deep
    January 01, 2019 - Deep-learning model for predicting 30-day postoperative mortality. … Deep-learning model for predicting 30-day postoperative mortality. …   Journal Publication Research Method:  Quantitative Technology:  Artificial Intelligence , Machine Learning

84. Enhancing an EMR-Based Real-Time Sepsis Alert System Performance Through Machine Learning | Digital Healthcare Research
    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

85. Leveraging Health System Telehealth and Informatics Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning Health System Approach | Digital Healthcare Research
    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

86. National Center for Pediatric Practice Based Research and Learning (pdf file)
    digital.ahrq.gov/sites/default/files/docs/activity/p30hs021645-wasserman-annual-summary-2012.pdf
    January 01, 2012 - National Center for Pediatric Practice Based Research and Learning RESEARCH CENTERS IN PRIMARY CARE … PRACTICE BASED RESEARCH AND LEARNING National Center for Pediatric Practice Based … Research and Learning Principal Investigator: Wasserman, Richard Organization: American Academy … Pediatrics Mechanism: RFA: HS-12-002: Research Centers in Primary Care Practice Based Research and Learning … RESEARCH CENTERS IN PRIMARY CARE PRACTICE BASED RESEARCH AND LEARNING within the two PBRNs to

87. Sikora, Andrea | Digital Healthcare Research
    digital.ahrq.gov/principal-investigator/sikora-andrea
    January 01, 2024 - Sikora, Andrea Cluster analysis driven by unsupervised latent feature learning … Principal Investigator Sikora, Andrea Project Name Machine Learning Validation of Medication … 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 … Machine learning vs. traditional regression analysis for fluid overload prediction in the ICU.

88. Customizing Value-Based Methods to Prioritize Implementation of Pharmacogenomic Clinical Decision Support for Learning Health Systems | Digital Healthcare Research
    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

89. Retrospective | Digital Healthcare Research
    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

90. Visual Learning: Displaying the Data for Hypertension Management | Digital Healthcare Research
    digital.ahrq.gov/program-overview/research-stories/visual-learning-displaying-data-hypertension-management
    January 01, 2023 - Visual Learning: Displaying the Data for Hypertension Management Theme: Optimizing Care Delivery

91. Rheumatology Informatics System for Effectiveness Patient-Reported Outcome (RISE PRO) Dissemination Project | Digital Healthcare Research
    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.

92. Blumenfeld, Barry H. | Digital Healthcare Research
    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.

93. Ornstein, Steven | Digital Healthcare Research
    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.

94. An Age-Friendly Learning Healthcare System: A Transformative Digital Solution for Geriatrics Clinics | Digital Healthcare Research
    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

95. Dexheimer, Judith W. | Digital Healthcare Research
    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.

96. Simpson, Kit N. | Digital Healthcare Research
    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

97. Learning from Primary Care Meaningful Use Exemplars - Final Report (pdf file)
    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

98. AcademyHealth Electronic Data Methods (EDM) Forum Second Phase | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/academyhealth-electronic-data-methods-edm-forum-second-phase
    January 01, 2023 - collaboration among stakeholders who create data, methods, and evidence to shape the next generation of learning … support of 14 collaborative methods projects, including CIELO (Collaborative Informatics Environment for Learning … Telemedicine Enabling open science for health research: collaborative informatics environment for learning … Enabling open science for health research: collaborative informatics environment for learning on health

99. A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment and Prevention among Hospitalized Patients - Final Report (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/r21hs028511-held-final-report-2024.pdf
    January 01, 2024 - A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment and Prevention … Hospitalized Patients - Final Report 2024 A Machine Learning … Abstract Purpose: Develop a machine learning … Machine learning provides a data-driven solution to these challenges by leveraging advanced models, … A machine learning health system to integrate care for substance misuse and HIV risk.”

100. Harvey, Jillian Beree | Digital Healthcare Research
     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