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digital.ahrq.gov/ahrq-funded-projects/connected-cancer-care-ehr-communication-networks-virtual-cancer-care-teams
January 01, 2024 - Connected Cancer Care: Electronic Health Record Communication Networks in Virtual Cancer Care Teams … The association between EHR communication networks—defined as EHR-based information sharing connections … and examined the relationship between EHR communication networks and quality of care. … This mediation effect suggests that these communication networks could be further enhanced to impact … Connected Cancer Care: EHR Communication Networks in Virtual Cancer Care Teams - Final Report.
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digital.ahrq.gov/ahrq-funded-projects/understanding-how-social-influence-and-social-networks-affect-electronic
January 01, 2023 - Understanding How Social Influence and Social Networks Affect Electronic Medical Record Implementation … This project sought to test whether social networks influence clinicians’ EMR beliefs and utilization … A longitudinal mixed methods approach was used to assess the influence of social networks on EMR use. … Surveys and interviews with clinicians found that beliefs embedded in clinicians’ social networks were … Understanding How Social Influence and Social Networks Affect Electronic Medical Record Implementation
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digital.ahrq.gov/ahrq-funded-projects/improving-missing-data-analysis-distributed-research-networks
January 01, 2023 - Improving Missing Data Analysis in Distributed Research Networks
Project Final Report … : Database
Imputing missing covariates in time-to-event analysis within distributed research networks … Imputing missing covariates in time-to-event analysis within distributed research networks: A simulation … Improving Missing Data Analysis in Distributed Research Networks - Final Report. … Applying machine learning in distributed data networks for pharmacoepidemiologic and pharmacovigilance
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digital.ahrq.gov/ahrq-funded-projects/understanding-how-social-influence-and-social-networks-affect-electronic/final-report
January 01, 2023 - Understanding How Social Influence and Social Networks Affect Electronic Medical Record Implementation … Understanding How Social Influence and Social Networks Affect Electronic Medical Record Implementation … PDF
Understanding How Social Influence and Social Networks Affect Electronic Medical Record Implementation … Project Name
Understanding How Social Influence and Social Networks Affect Electronic Medical Record
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digital.ahrq.gov/ahrq-funded-projects/creating-online-newborn-intensive-care-unit-nicu-networks-educate-consult-team/final-report
January 01, 2023 - Creating Online Newborn Intensive Care Unit (NICU) Networks to Educate, Consult & Team - Final Report … Creating Online Newborn Intensive Care Unit (NICU) Networks to Educate, Consult & Team - Final Report … PDF
Creating Online Newborn Intensive Care Unit (NICU) Networks to Educate, Consult & Team - … Investigator
Rachal, Valerie
Project Name
Creating Online Newborn Intensive Care Unit (NICU) Networks
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digital.ahrq.gov/principal-investigator/toh-darren
January 01, 2023 - Applying machine learning in distributed data networks for pharmacoepidemiologic … Applying machine learning in distributed data networks for pharmacoepidemiologic and pharmacovigilance … Imputing missing covariates in time-to-event analysis within distributed research networks: A simulation … Improving Missing Data Analysis in Distributed Research Networks - Final Report … Improving Missing Data Analysis in Distributed Research Networks - Final Report.
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digital.ahrq.gov/ahrq-funded-projects/improving-missing-data-analysis-distributed-research-networks/citation/imputing
January 01, 2023 - Imputing missing covariates in time-to-event analysis within distributed research networks: A simulation … Imputing missing covariates in time-to-event analysis within distributed research networks: A simulation … Investigator
Toh, Darren
Project Name
Improving Missing Data Analysis in Distributed Research Networks
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digital.ahrq.gov/ahrq-funded-projects/improving-missing-data-analysis-distributed-research-networks/citation/applying
January 01, 2023 - Applying machine learning in distributed data networks for pharmacoepidemiologic and pharmacovigilance … Applying machine learning in distributed data networks for pharmacoepidemiologic and pharmacovigilance … Investigator
Toh, Darren
Project Name
Improving Missing Data Analysis in Distributed Research Networks
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digital.ahrq.gov/ahrq-funded-projects/improving-missing-data-analysis-distributed-research-networks/final-report
January 01, 2023 - Improving Missing Data Analysis in Distributed Research Networks - Final Report
Citation … Improving Missing Data Analysis in Distributed Research Networks - Final Report. … Investigator
Toh, Darren
Project Name
Improving Missing Data Analysis in Distributed Research Networks
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digital.ahrq.gov/principal-investigator/zhu-xi
January 01, 2024 - Zhu, Xi
Project Name
Connected Cancer Care: Electronic Health Record Communication Networks … in Virtual Cancer Care Teams
Connected Cancer Care: EHR Communication Networks … Connected Cancer Care: EHR Communication Networks in Virtual Cancer Care Teams - Final Report. … Zhu, Xi
Project Name
Connected Cancer Care: Electronic Health Record Communication Networks … healthcare professionals—for virtual care teams and examined the relationship between EHR communication networks
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digital.ahrq.gov/ahrq-funded-projects/connected-cancer-care-ehr-communication-networks-virtual-cancer-care-teams/final-report
January 01, 2023 - Connected Cancer Care: EHR Communication Networks in Virtual Cancer Care Teams - Final Report … Connected Cancer Care: EHR Communication Networks in Virtual Cancer Care Teams - Final Report. … Zhu, Xi
Project Name
Connected Cancer Care: Electronic Health Record Communication Networks
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digital.ahrq.gov/health-it-tools-and-resources/health-it-costs-and-benefits-database/acute-myocardial-infarction
September 16, 1997 - Acute myocardial infarction detected in the 12-lead ECG by artificial neural networks
Authors … Intervention: The performance of the neural networks, together with the correct diagnosis was compared … Evaluation Method: Measures of neural networks performance. … Artificial neural networks with multilayered perceptron architecture were used, and they detected acute … The sensitivity of the neural networks was 15.5% (95% confidence interval [CI], 12.4 to 18.6) higher
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs026214-toh-final-report-2022.pdf
January 01, 2022 - Improving Missing Data Analysis in Distributed Research Networks – Final Report … Improving Missing Data Analysis in Distributed Research Networks … and assess the validity of methods for handling
missing and misclassified data in distributed data networks … Aim 1:
Average causal effect estimation for non-survival outcomes in distributed research networks … Cox proportional hazards regression in distributed research networks
For time-to-event outcome, we
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digital.ahrq.gov/principal-investigator/rachal-valerie
January 01, 2023 - Rachal, Valerie
Creating Online Newborn Intensive Care Unit (NICU) Networks … Creating Online Newborn Intensive Care Unit (NICU) Networks to Educate, Consult & Team - Final Report … Investigator
Rachal, Valerie
Project Name
Creating Online Newborn Intensive Care Unit (NICU) Networks … Educate, Consult & Team
Creating Online Newborn Intensive Care Unit (NICU) Networks … Educate, Consult & Team
Creating Online Newborn Intensive Care Unit (NICU) Networks
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digital.ahrq.gov/funding-mechanism/primary-care-practice-based-research-networks-pbrns
January 01, 2023 - Primary Care Practice-Based Research Networks (PBRNs)
Pediatric asthma
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digital.ahrq.gov/ahrq-funded-projects/national-center-pediatric-practice-based-research-and-learning/citation/quality
January 01, 2023 - Practice-based quality improvement/research networks: full speed forward. … Practice-based quality improvement/research networks: full speed forward.
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digital.ahrq.gov/technology/predictive-modeling
January 01, 2023 - Applying machine learning in distributed data networks for pharmacoepidemiologic and pharmacovigilance … Imputing missing covariates in time-to-event analysis within distributed research networks … Imputing missing covariates in time-to-event analysis within distributed research networks: A simulation … Improving Missing Data Analysis in Distributed Research Networks - Final Report … Improving Missing Data Analysis in Distributed Research Networks - Final Report.
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digital.ahrq.gov/ahrq-funded-projects/project-echo-extension-community-healthcare-outcomes/citation/academic-health
January 01, 2023 - Academic health center management of chronic diseases through knowledge networks: Project ECHO. … Academic health center management of chronic diseases through knowledge networks: Project ECHO.
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digital.ahrq.gov/health-it-tools-and-resources/health-it-costs-and-benefits-database/review-evidence-health-benefit
January 01, 2002 - A review of evidence of health benefit from artificial neural networks in medical intervention … Purpose of Study: Review the use of artificial neural networks in a variety of medical applications. … System: Varies across studies Clinical Outcomes: Most studies focused on use of artificial neural networks … The authors conclude that Òalthough none of these methods is in widespread use, neural networks have
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digital.ahrq.gov/principal-investigator/yuan-christina
January 01, 2023 - Investigator
Yuan, Christina
Project Name
Understanding How Social Influence and Social Networks … Medical Record Implementation
Understanding How Social Influence and Social Networks … Electronic Medical Record Implementation
Description
This project studied the influence of social networks … on technology implementation and found that clinicians’ networks influence beliefs and use of the electronic