A systematic review of predictive models for hospital‐acquired pressure injury using machine learning
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DOI: 10.1002/nop2.1429
Abstract: To summarize the use of machine learning (ML) for hospital‐acquired pressure injury (HAPI) prediction and to systematically assess the performance and construction process of ML models to provide references for establishing high‐quality ML predictive models. read more here.
Keywords: predictive models; pressure injury; machine learning; acquired pressure ... See more keywords
Characteristics of Patients With Community‐Acquired Pressure Injuries
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DOI: 10.1002/nop2.70128
Abstract: (1) To classify patients with community‐acquired pressure injury (CAPI) according to the risk factors of PI and to assess validity of the classified groups. (2) To clarify characteristics of each group for CAPI prevention and… read more here.
Keywords: pressure injuries; community acquired; characteristics patients; patients community ... See more keywords
Impact of Care Bundles Prevention of Hospital‐Acquired Pressure Injuries: A Systematic Review and Meta‐Analysis
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DOI: 10.1002/nop2.70173
Abstract: To describe and synthesise current literature on care bundles in preventing hospital‐acquired pressure injuries and to present a meta‐analysis of experimental studies evaluating the effects of care bundles. read more here.
Keywords: meta analysis; pressure injuries; care; hospital acquired ... See more keywords
Hospital-acquired pressure injuries: Are they accurately reported? A prospective descriptive study in a large tertiary hospital in Australia.
Sign Up to like & getrecommendations! Published in 2018 at "Journal of tissue viability"
DOI: 10.1016/j.jtv.2018.07.003
Abstract: AIM The aim of this study was to (1) examine the reasons for the increased incidence of hospital-acquired pressure injuries (HAPIs) reported in the Incident Information Management System (IIMS), and (2) gain feedback from nurses… read more here.
Keywords: acquired pressure; pressure injuries; study; hospital ... See more keywords
Mixed-variable graphical modeling framework towards risk prediction of hospital-acquired pressure injury in spinal cord injury individuals
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DOI: 10.1038/s41598-024-75691-9
Abstract: Developing machine learning (ML) methods for healthcare predictive modeling requires absolute explainability and transparency to build trust and accountability. Graphical models (GM) are key tools for this but face challenges like small sample sizes, mixed… read more here.
Keywords: spinal cord; framework; modeling; hospital acquired ... See more keywords
Risk factors for hospital-acquired pressure injury in neurosurgery inpatients: a real-world prospective cohort study
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DOI: 10.1038/s41598-025-15648-8
Abstract: This study aimed to ascertain the incidence, clinical characteristics, and risk factors of hospital-acquired pressure injuries in neurosurgery inpatients and to provide a reference for preventive care. Adhering to the Strengthening the Reporting of Observational… read more here.
Keywords: pressure; hospital acquired; risk factors; acquired pressure ... See more keywords
Ultrasound elastography reveals relations between body posture and soft tissues stiffness which are relevant to the etiology of sitting-acquired pressure ulcers.
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DOI: 10.1088/1361-6579/abc66d
Abstract: Sitting-acquired pressure ulcers (PUs) are common in wheelchair users. Such PUs are often serious and may involve a deep tissue injury (DTI). Investigating the mechanical properties of the tissues susceptible to DTIs may help in… read more here.
Keywords: acquired pressure; etiology; pressure ulcers; soft tissues ... See more keywords
The prevalence and incidence of community-acquired pressure injury
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DOI: 10.1097/md.0000000000022348
Abstract: Abstract Background: Pressure injury (PI) is a serious problem in health care settings globally. It leads to tremendous burden both individuals and healthcare systems. Since 2008, hospital-acquired pressure injuries have been a major focus of… read more here.
Keywords: acquired pressure; incidence; prevalence; community acquired ... See more keywords
A Comprehensive Program to Reduce Rates of Hospital-Acquired Pressure Ulcers in a System of Community Hospitals
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DOI: 10.1097/pts.0000000000000167
Abstract: Objectives The prevention of hospital-acquired pressure ulcers (PrUs) has significant consequences for patient outcomes and the cost of care. Providers are challenged with evaluating available evidence and best practices, then implementing programs and motivating change… read more here.
Keywords: acquired pressure; system; pressure ulcers; program ... See more keywords
Defining Practices to Avoid Hospital-Acquired Pressure Injuries in the Operating Room
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DOI: 10.1097/won.0000000000000835
Abstract: The NCPD test for this article is available online only at the journal website, jwocnonline.com, and the test can be taken online at NursingCenter.com. BACKGROUND Data from the Agency for Healthcare Research and Quality indicate… read more here.
Keywords: acquired pressure; operating room; pressure injuries; hospital acquired ... See more keywords
Prolonged stay in the emergency department is an independent risk factor for hospital‐acquired pressure ulcer
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DOI: 10.1111/iwj.13266
Abstract: It is not easy to ensure optimal prevention of hospital‐acquired pressure ulcer (HAPU) in crowded emergency departments (EDs). We hypothesised that a prolonged ED length of stay (LOS) is associated with an increased risk of… read more here.
Keywords: acquired pressure; risk; hapu; los hours ... See more keywords