From Learning Healthcare Systems to Learning Health Systems
نویسندگان
چکیده
منابع مشابه
Learning, Optimization & Design for Healthcare Systems
We are interested in fundamental decision and design problems in human-machine collaboration and skill-augmentation, with a focus on healthcare. Inference and optimization in healthcare are often hard multi-stage stochastic models, but we explore efficient reformulations and heuristics with guarantees. Specifically, we have studied algorithmically grounded solutions for integration of autonomy ...
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Spiraling healthcare costs in the United States and elsewhere, coupled to mediocre outcomes and health status indices, the persistent latency between best practice knowledge and its application in practice, an inefficient public health and clinical research infrastructure, and many other factors demand a more sophisticated use of information technology to support improvements. The ever growing ...
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The complexity of modern networked systems has negative consequences in the form of intended and unintended security incidents. Information security is not the first field to grapple with such challenges. In safety, incident learning systems (ILS) have been used to control high risk environments. Many of these systems, such as NASA’s Aviation Safety Reporting System, have demonstrated considera...
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The original concepts behind learning health systems (LHS) were meant to address myriad concerns within the field of Western medicine, ranging from the high cost of healthcare (and resulting need for clinicians to provide greater overall value of care to their patients) to the wasteful gap of time between scientific innovations and their implementation within clinical environments. Although LHS...
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Innovators need a common, reusable framework for implementing patterns of collaborative learning on wireless handheld devices. Our project explores the application of an architecture from distributed system research, “tuple spaces,” to a wide variety of collaborative learning scenarios. We are testing this approach with documented scenarios from prior work published by our team and others. We a...
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ژورنال
عنوان ژورنال: Learning Health Systems
سال: 2020
ISSN: 2379-6146,2379-6146
DOI: 10.1002/lrh2.10216