Dynamic models to predict health outcomes: current status and methodological challenges
Background Disease populations, clinical practice, and healthcare systems are constantly
evolving. This can result in clinical prediction models quickly becoming outdated and less …
evolving. This can result in clinical prediction models quickly becoming outdated and less …
Management of medical and health big data based on integrated learning-based health care system: a review and comparative analysis
Y Ye, J Shi, D Zhu, L Su, J Huang, Y Huang - Computer Methods and …, 2021 - Elsevier
Abstract Purpose We present a Health Care System (HCS) based on integrated learning to
achieve high-efficiency and high-precision integration of medical and health big data, and …
achieve high-efficiency and high-precision integration of medical and health big data, and …
A framework for value-creating learning health systems
M Menear, MA Blanchette, O Demers-Payette… - Health research policy …, 2019 - Springer
Background Interest in value-based healthcare, generally defined as providing better care at
lower cost, has grown worldwide, and learning health systems (LHSs) have been proposed …
lower cost, has grown worldwide, and learning health systems (LHSs) have been proposed …
Continual updating and monitoring of clinical prediction models: time for dynamic prediction systems?
Clinical prediction models (CPMs) have become fundamental for risk stratification across
healthcare. The CPM pipeline (development, validation, deployment, and impact …
healthcare. The CPM pipeline (development, validation, deployment, and impact …
Clarifying the concept of a learning health system for healthcare delivery organizations: implications from a qualitative analysis of the scientific literature
D Easterling, AC Perry, R Woodside… - Learning Health …, 2022 - Wiley Online Library
The “learning health system”(LHS) concept has been defined in broad terms, which makes it
challenging for health system leaders to determine exactly what is required to transform their …
challenging for health system leaders to determine exactly what is required to transform their …
A framework for understanding, designing, developing and evaluating learning health systems
Abstract Introduction A Learning Health System is not a technical project. It is the evolution of
an existing health system into one capable of learning from every patient. This paper …
an existing health system into one capable of learning from every patient. This paper …
Achieving spread, scale up and sustainability of video consulting services during the COVID-19 pandemic? Findings from a comparative case study of policy …
Requirements for physical distancing as a result of COVID-19 and the need to reduce the
risk of infection prompted policy supporting rapid roll out of video consulting across the four …
risk of infection prompted policy supporting rapid roll out of video consulting across the four …
[HTML][HTML] What is unique about learning health systems?
CP Friedman - Learning Health Systems, 2022 - ncbi.nlm.nih.gov
My infatuation with Learning Health Systems (LHS) began in 2009, soon after the concept
was first advanced by the organization then known as the Institute of Medicine, but now …
was first advanced by the organization then known as the Institute of Medicine, but now …
Technology meets tradition: a hybrid model for implementing digital tools in neuropsychology
The COVID-19 pandemic has significantly impacted the provision of mental health care
services and the ability to provide neuropsychological evaluations. The inability to conduct …
services and the ability to provide neuropsychological evaluations. The inability to conduct …
[HTML][HTML] Infrastructure revisited: an ethnographic case study of how health information infrastructure shapes and constrains technological innovation
Background Star defined infrastructure as something other things “run on”; it consists mainly
of “boring things.” Building on her classic 1999 paper, and acknowledging contemporary …
of “boring things.” Building on her classic 1999 paper, and acknowledging contemporary …