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digital.ahrq.gov/sites/default/files/docs/citation/r01hs023785-lavallee-final-report-2021.pdf
January 01, 2021 - As a result, this will remain a fluid space for learning. … Learning Health Systems. epub
March 1, 2021; https://doi.org/10.1002/lrh2.10263. … Toward a science of learning systems: a
research agenda for the high-functioning Learning Health System … The Learning Healthcare System: Workshop Summary. … A framework for value-creating
learning health systems.
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digital.ahrq.gov/population/individuals-chronic-care-needs
March 01, 2024 - Messaging
Effectiveness of a digital health intervention leveraging reinforcement learning … Effectiveness of a Digital Health Intervention Leveraging Reinforcement Learning: Results From the Diabetes … Depression Self-Management Via Adaptive Mobile Messaging
Automated, machine learning-based … Automated, machine learning-based alerts increase epilepsy surgery referrals: A randomized controlled
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digital.ahrq.gov/sites/default/files/docs/page/ahrq-dhr-2022-year-in-review-at-a-glance.pdf
January 01, 2022 - Advancing Care Delivery
Story Title Impact Statement Principal Investigator(s) Type
A Machine Learning … Interpreters for
Hospitalized Patients with Complex
Care Needs
Research Investment: $300,000
A machine learning … Stephanie Mueller
Brigham and
Women’s Hospital
Emerging
Use of Artificial Intelligence and
Machine Learning … to Improve Care by
Critical Care Pharmacists
Research Investment: $2,156,598
Using machine learning … https://digital.ahrq.gov/program-overview/research-stories/use-artificial-intelligence-and-machine-learning-improve-care
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digital.ahrq.gov/health-it-tools-and-resources/health-it-costs-and-benefits-database/learning-e-patients
May 15, 2004 - Learning from e-patients at Massachusetts General Hospital
Authors: Lester, J., Prady, S.,
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digital.ahrq.gov/principal-investigator/lavallee-danielle
January 01, 2023 - Technology: Data, User Experience, and Workflow Requirements for PRO Dashboards
A learning … A learning health system approach to integrating electronic patient-reported outcomes across the health … Learning Health System.
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digital.ahrq.gov/population/medically-underserved-populations
January 01, 2023 - Medically Underserved Populations
A Machine Learning Health System to … 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 … Identifying high need primary care patients using nursing knowledge and machine learning … CIC 2022: Identifying high need primary care patients using nursing knowledge and machine learning methods
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digital.ahrq.gov/ahrq-funded-projects/natural-language-processing-identify-and-rank-clinically-relevant-information
January 01, 2023 - Technology
Artificial Intelligence
Electronic Health Record/Electronic Medical Record
Machine Learning … Newer search tools using natural language processing (NLP) and machine learning can be developed to automatically … The results demonstrated that information retrieval methods using NLP and unsupervised machine learning … Journal Publication Research Method: Quantitative Technology: Artificial Intelligence , Machine Learning … Technology: Artificial Intelligence , Electronic Health Record/Electronic Medical Record , Machine Learning
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digital.ahrq.gov/ahrq-funded-projects/developing-evidence-based-user-centered-design-and-implementation-guidelines
January 01, 2023 - - 07/31/2021
Technology
Electronic Health Record/Electronic Medical Record
Machine Learning … , Usability Assessment Technology: Electronic Health Record/Electronic Medical Record , Machine Learning … , Natural Language Processing System
A machine learning approach to reclassifying miscellaneous … A machine learning approach to reclassifying miscellaneous patient safety event reports. … Using active learning to identify health Information technology related patient safety events.
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digital.ahrq.gov/health-care-theme/clinical-decision-making
January 01, 2023 - Principal Investigator(s)
Krupp, Anna
Dunn Lopez, Karen
An Age-Friendly Learning … Mitigate Emergency Department Overcrowding Problems
Description
This research will use deep learning … Ozaydin, Bunyamin
Improving Safety and Quality of Emergency Care Using Machine Learning-Based … Description
This research will design, implement, and evaluate an emergency department triage machine learning
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digital.ahrq.gov/population/it-staff
January 01, 2023 - Grant Number
R13 HS028541
Principal Investigator(s)
Agarwal, Ritu
A learning … A learning health system approach to integrating electronic patient-reported outcomes across the health … Learning Health System. … Project Name
Patient-Centered Outcomes Research Clinical Decision Support Learning Network
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digital.ahrq.gov/population/informaticist
January 01, 2024 - Reconstruction Decision Support Tool in Diverse Practice Settings
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/technology/mobile-phone-0
January 01, 2024 - COACH)
Effectiveness of a digital health intervention leveraging reinforcement learning … Effectiveness of a Digital Health Intervention Leveraging Reinforcement Learning: Results From the Diabetes … Location-Based Smartphone Alerts Within a System of Care Coordination
Adaptive learning … Adaptive learning algorithms to optimize mobile applications for behavioral health: guidelines for design
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digital.ahrq.gov/document-type/conference-proceeding
January 01, 2024 - of Operational Health Information Exchange
Comparison of supervised machine learning … Comparison of supervised machine learning and probabilistic approaches for record linkage. … Patient Matching in Support of Operational Health Information Exchange
Machine learning … Machine learning approaches to identify nicknames from a statewide Health Information Exchange.
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digital.ahrq.gov/ahrq-funded-projects/success-stories/building-foundation-health-information-exchange-improve-poison-control
January 01, 2023 - Copyright Notice (2): The license to use "Beneficial Learning,"by simming, was purchased for AHRQ on … 4/1/14 through Envato Marketplaces at https://audiojungle.net/item/benificial-learning/7237722
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digital.ahrq.gov/organization/cincinnati-childrens-hospital-medical-center
January 01, 2023 - About Epilepsy Surgery Patients
Description
This research prospectively evaluated a machine learning … Likely To Suffer Last-Minute Surgery Cancellation
Description
This research applied machine learning
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digital.ahrq.gov/principal-investigator/zhu-xi
January 01, 2024 - Zhu, Xi
Patient care in complex Sociotechnological ecosystems and learning … Patient care in complex Sociotechnological ecosystems and learning health systems.
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digital.ahrq.gov/2019-year-review/research-dissemination/disseminating-knowledge-and-research-findings-conferences/ahrq-funded-research-2019-amia-annual-research-symposium
January 01, 2019 - Blumenfeld
Patient-Centered Clinical Decision Support Learning Network
Panel Presentation: Toward … Blumenfeld
Patient-Centered Clinical Decision Support Learning Network
Panel Presentation: Results … Blumenfeld
Patient-Centered Clinical Decision Support Learning Network
Poster Session: Promoting … PRO Dashboards
Workshop - Instructional: Incorporating Patient Voice into Clinical Care to Advance Learning
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digital.ahrq.gov/principal-investigator/grannis-shaun
January 01, 2023 - of Operational Health Information Exchange
Comparison of supervised machine learning … Comparison of supervised machine learning and probabilistic approaches for record linkage. … Patient Matching in Support of Operational Health Information Exchange
Machine learning … Machine learning approaches to identify nicknames from a statewide Health Information Exchange.
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digital.ahrq.gov/population/adults
January 01, 2023 - Shared Decision Making with Patients with Osteoarthritis of the Knee
A Machine Learning … 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 … An Age-Friendly Learning Healthcare System: A Transformative Digital Solution for Geriatrics Clinics
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digital.ahrq.gov/technology/predictive-modeling
January 01, 2023 - Asthma Treatment Response
Description
This research is developing and evaluating a machine learning … HS029088
Principal Investigator(s)
Owora, Arthur Hamie
Applying machine learning … Applying machine learning in distributed data networks for pharmacoepidemiologic and pharmacovigilance … in the Emergency Department
Description
This study created, trained, and tested machine learning