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Advancing the Learning Health System
New England Journal of Medicine, 2021Advancing the Learning Health System Recognizing that technological and methodologic advances could improve on the pace, generalizability, and costs of innovation in health and medicine, the Nation...
J Michael, McGinnis +2 more
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Seminars in Pediatric Surgery, 2018
Healthcare organizations have invested significant resources into integrating comprehensive electronic health record (EHR) systems into clinical care. EHRs digitize healthcare in ways that allow for repurposing of clinical information to support quality improvement, research, population health, and health system analytics.
Katherine J, Deans +2 more
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Healthcare organizations have invested significant resources into integrating comprehensive electronic health record (EHR) systems into clinical care. EHRs digitize healthcare in ways that allow for repurposing of clinical information to support quality improvement, research, population health, and health system analytics.
Katherine J, Deans +2 more
openaire +3 more sources
2019 IEEE International Conference on Healthcare Informatics (ICHI), 2019
This tutorial will focus on Learning Health Systems (LHS) as a data-driven approach to quality improvement in complex healthcare organisations. The tutorial will present the concept of the learning health system and give participants an opportunity to consider a range of typical problems involved in managing healthcare organisations and to reflect on ...
Georgina Moulton, Paul Taylor
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This tutorial will focus on Learning Health Systems (LHS) as a data-driven approach to quality improvement in complex healthcare organisations. The tutorial will present the concept of the learning health system and give participants an opportunity to consider a range of typical problems involved in managing healthcare organisations and to reflect on ...
Georgina Moulton, Paul Taylor
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Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care, 2016
The concept of a “Learning Health System” (LHS) is emerging as a new paradigm in healthcare. We present an overview of LHS functions and concepts, then an analysis of the ways in which Human Factors (HF) can contribute to and benefit from LHS. Successful implementation of an LHS will require the engagement of the HF community, and to this end the HF ...
Michael G. Roth +4 more
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The concept of a “Learning Health System” (LHS) is emerging as a new paradigm in healthcare. We present an overview of LHS functions and concepts, then an analysis of the ways in which Human Factors (HF) can contribute to and benefit from LHS. Successful implementation of an LHS will require the engagement of the HF community, and to this end the HF ...
Michael G. Roth +4 more
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Achieving a Nationwide Learning Health System
Science Translational Medicine, 2010An infrastructure that enables secure reuse of patient data can speed the progression of new knowledge from bench to bedside.
Charles P, Friedman +2 more
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Learning Health Care Systems and Justice
Hastings Center Report, 2011Emily Largent, Steven Joffe, and Franklin Miller offer a stimulating contribution to the literature on integrating medical research and practice. We agree on both the need to move toward what the Institute of Medicine has called a learning health care system and the need for new conceptions for integrating research and practice within it. We also agree
Ruth R, Faden +2 more
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Technology and Continuously Learning Health Systems
The Journal of Continuing Education in Nursing, 2016This Guest Editorial is the sixth in a series addressing the Josiah Macy Jr. Foundation’s report on technology and a continuous learning environment. The Foundation’s goal in the report was to identify key recommendations for the integration of technology with learning in health care.
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Machine Learning Systems Applied to Health Data and System
European Journal of Health Law, 2020Abstract The use of machine learning (ML) in medicine is becoming increasingly fundamental to analyse complex problems by discovering associations among different types of information and to generate knowledge for medical decision support. Many regulatory and ethical issues should be considered.
Fedele, Bonifazi +4 more
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Learning Health Systems and Laboratory Medicine
2018Health systems worldwide struggle to provide the optimal treatment amid the rapid pace of scientific progress and frequent structural changes. Learning health systems (LHS) that continuously analyze their data to generate evidence and to enable informed decisions have been proposed as a possible solution.
Andreas Bietenbeck, Fabian Prasser
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A Rapid-Learning Health System
Health Affairs, 2007Private- and public-sector initiatives, using electronic health record (EHR) databases from millions of people, could rapidly advance the U.S. evidence base for clinical care. Rapid learning could fill major knowledge gaps about health care costs, the benefits and risks of drugs and procedures, geographic variations, environmental health influences ...
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