Algorithms For The Medical Intensive Care Unit

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Development and Testing of an Algorithm to Prevent …

https://journals.sagepub.com/doi/full/10.1177/00469580211050219

It was developed in four stages: literature review and analysis of medical records; preliminary algorithm development; validation of the preliminary algorithm by experts in two rounds; and practical feasibility verification of the revised algorithm by 109 …

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 …

Data-driven management for intensive care units

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 care, through the …

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 …

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 …

An algorithm strategy for precise patient monitoring in a …

https://www.nature.com/articles/s41746-019-0107-z

To motivate our proposed algorithm strategy, we would like to first define three requirements for the future state of patient monitoring: (1) Precision. By precision, …

Intelligent ICU for Autonomous Patient Monitoring Using …

https://www.nature.com/articles/s41598-019-44004-w/

In this pilot study, we examined the feasibility of using pervasive sensing technology and artificial intelligence for autonomous and granular monitoring in the …

Early Mobility in the Intensive Care Unit: Facilitator Guide

https://www.ahrq.gov/hai/tools/mvp/modules/technical/early-mobility-icu-fac-guide.html

Many hospitals and intensive care units or ICUs have considered early mobility as an option to improve the quality of care for both patients who are mechanically ventilated and those who are not. Slide 2: Learning …

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 …

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, …

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