AIMC Topic: Learning Health System

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Data-Driven Decision Support Tool Co-Development with a Primary Health Care Practice Based Learning Network.

F1000Research Dec 19, 2024
BACKGROUND: The Alliance for Healthier Communities is a learning health system that supports Community Health Centres (CHCs) across Ontario, Canada to provide team-based primary health care to people who otherwise experience barriers to care. This ca...
Primary Health Care Decision Support Techniques Learning Health System Ontario Electronic Health Records Decision Support Systems, Clinical Humans
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Implementing AI in Hospitals to Achieve a Learning Health System: Systematic Review of Current Enablers and Barriers.

Journal of medical Internet research Aug 2, 2024
BACKGROUND: Efforts are underway to capitalize on the computational power of the data collected in electronic medical records (EMRs) to achieve a learning health system (LHS). Artificial intelligence (AI) in health care has promised to improve clinic...
Artificial Intelligence Electronic Health Records Hospitals Learning Health System Humans
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Beyond Shared Decision-Making: Integrating Coproduction, Learning Health Systems, Artificial Intelligence, and Workforce Development for Patient-Centered Care.

The Permanente journal Jun 5, 2024
Humans Artificial Intelligence Decision Making, Shared Learning Health System Patient-Centered Care
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Building a Novel Artificial Intelligence-Driven Echocardiographic Data Pipeline: Findings From a Large Learning Health System.

Journal of the American Society of Echocardiography : official publication of the American Society of Echocardiography Jun 1, 2024
Humans Learning Health System Artificial Intelligence Echocardiography
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Infrastructure tools to support an effective Radiation Oncology Learning Health System.

Journal of applied clinical medical physics Aug 25, 2023
PURPOSE: Radiation Oncology Learning Health System (RO-LHS) is a promising approach to improve the quality of care by integrating clinical, dosimetry, treatment delivery, research data in real-time. This paper describes a novel set of tools to suppor...
Knowledge Bases Biological Ontologies Humans Child Learning Health System Radiation Oncology
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Developing and Implementing Predictive Models in a Learning Healthcare System: Traditional and Artificial Intelligence Approaches in the Veterans Health Administration.

Annual review of biomedical data science May 24, 2022
Predicting clinical risk is an important part of healthcare and can inform decisions about treatments, preventive interventions, and provision of extra services. The field of predictive models has been revolutionized over the past two decades by elec...
Artificial Intelligence Veterans Health Learning Health System United States Machine Learning Delivery of Health Care
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Ethics in Health Informatics.

Yearbook of medical informatics Apr 17, 2020
Contemporary bioethics was fledged and is sustained by challenges posed by new technologies. These technologies have affected many lives. Yet health informatics affects more lives than any of them. The challenges include the development and the appro...
Big Data Medical Informatics Privacy Bioethical Issues Learning Health System Public Policy Information Dissemination Humans Artificial Intelligence Confidentiality
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Artificial Intelligence in Primary Health Care: Perceptions, Issues, and Challenges.

Yearbook of medical informatics Apr 25, 2019
BACKGROUND: Artificial intelligence (AI) is heralded as an approach that might augment or substitute for the limited processing power of the human brain of primary health care (PHC) professionals. However, there are concerns that AI-mediated decision...
Learning Health System Delphi Technique Artificial Intelligence Primary Health Care
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Modeling Precision Feedback Knowledge for Healthcare Professional Learning and Quality Improvement.

AMIA ... Annual Symposium proceedings. AMIA Symposium Jan 1, 2024
Healthcare providers learn continuously, but better support for provider learning is needed as new biomedical knowledge is produced at an increasing rate alongside widespread use of EHR data for clinical performance measurement. Precision feedback is...
Learning Feedback Humans Health Personnel Quality Improvement Formative Feedback Learning Health System Knowledge Bases
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Long COVID and cardiovascular disease: a learning health system approach.

Nature reviews. Cardiology May 1, 2022
Cardiovascular disease is both a risk factor and potential outcome of the direct, indirect and long-term effects of COVID-19. A recent analysis in >150,000 survivors of COVID-19 demonstrates an increased 1-year risk of numerous cardiovascular disease...
Learning Health System Post-Acute COVID-19 Syndrome Deep Learning Humans COVID-19 Cardiovascular Diseases
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