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Data-driven management for intensive care …

    https://healthmanagement.org/c/icu/IssueArticle/data-driven-management-for-intensive-care-units
    Recent studies demonstrate the potential for the use of data to reducing health care costs while improving quality of …

Ideal algorithms in healthcare: Explainable, dynamic, …

    https://journals.plos.org/digitalhealth/article?id=10.1371/journal.pdig.0000006
    Strategies and tools such as the predictive, descriptive, relevant (PDR) framework, the Standard Protocol Items: Recommendations for Interventional Trials …

Predicting Intensive Care Unit Readmission with …

    https://pubmed.ncbi.nlm.nih.gov/29787309/
    Conclusions: A machine learning approach to predicting intensive care unit readmission was significantly more accurate than previously published algorithms in both our internal …

A new way to calculate global intensive care …

    https://news.mit.edu/2019/mit-gossis-algorithm-calculates-global-icu-mortality-risk-0308
    Based on factors such as age, respiratory rate, blood pressure, and platelet count, doctors are able to determine the likelihood of his surviving under intensive …

Nurse's Evaluation of a Pain Management Algorithm in …

    https://www.sciencedirect.com/science/article/pii/S1524904220301363
    A pain-management algorithm, including three pain assessment tools and a guide to pain assessment and pain management, was developed and implemented in …

Nurse's Evaluation of a Pain Management Algorithm in …

    https://www.sciencedirect.com/science/article/abs/pii/S1524904220301363
    A pain-management algorithm, including three pain assessment tools and a guide to pain assessment and pain management, was developed and implemented in …

An algorithm strategy for precise patient monitoring in a …

    https://www.nature.com/articles/s41746-019-0107-z
    Algorithms on patient monitors lack precision because they fail to leverage multivariate relationship among variables monitored, to integrate rich patient clinical …

Development and Testing of an Algorithm to Prevent …

    https://journals.sagepub.com/doi/full/10.1177/00469580211050219
    A meta-analysis of 29 studies on MDRPI in inpatients showed that the estimated pooled incidence and prevalence of MDRPIs were 12% and 10%, respectively. …

Medical Algorithms | Healthcare Decision Support

    https://www.medicalalgorithms.com/functional-status-score-the-intensive-care-unit-fss-icu
    Medicalalgorithms.com - Collection of more than 32,000 medical algorithms and computational procedures. Powerful, effective, accurate tools used for medical diagnosis, …

Developing Models Based on Machine Learning Algorithms …

    https://ieomsociety.org/proceedings/2022australia/372.pdf
    machine learning algorithms can help planning and managing the need for professionals and support staff at ICU. The research might help understand the benefits of using …



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