[HTML][HTML] An AdaBoost-based algorithm to detect hospital-acquired pressure injury in the presence of conflicting annotations
Hospital-acquired pressure injury is one of the most harmful events in clinical settings.
Patients who do not receive early prevention and treatment can experience a significant …
Patients who do not receive early prevention and treatment can experience a significant …
Investigating the potential for machine learning prediction of patient outcomes: a retrospective study of hospital acquired pressure injuries
Background While recent research efforts to reduce pressure ulcers in the clinical context
have focused on key retrospective characteristics, little work has focused on creating real …
have focused on key retrospective characteristics, little work has focused on creating real …
[HTML][HTML] Machine learning approaches for hospital acquired pressure injuries: a retrospective study of electronic medical records
Background Many machine learning heuristics integrate well with Electronic Medical Record
(EMR) systems yet often fail to surpass traditional statistical models for biomedical …
(EMR) systems yet often fail to surpass traditional statistical models for biomedical …
Predicting pressure injury using nursing assessment phenotypes and machine learning methods
Objective Pressure injuries are common and serious complications for hospitalized patients.
The pressure injury rate is an important patient safety metric and an indicator of the quality of …
The pressure injury rate is an important patient safety metric and an indicator of the quality of …
[HTML][HTML] The predictive effect of different machine learning algorithms for pressure injuries in hospitalized patients: A network meta-analyses
C Qu, W Luo, Z Zeng, X Lin, X Gong, X Wang, Y Zhang… - Heliyon, 2022 - cell.com
Background Pressure injury has always been a focus and difficulty of nursing. With the
development of nursing informatization, a large amount of structured and unstructured data …
development of nursing informatization, a large amount of structured and unstructured data …
Predicting pressure injury in critical care patients: a machine-learning model
J Alderden, GA Pepper, A Wilson, JD Whitney… - American Journal of …, 2018 - AACN
Background Hospital-acquired pressure injuries are a serious problem among critical care
patients. Some can be prevented by using measures such as specialty beds, which are not …
patients. Some can be prevented by using measures such as specialty beds, which are not …
[HTML][HTML] Modeling and prediction of pressure injury in hospitalized patients using artificial intelligence
C Anderson, Z Bekele, Y Qiu, D Tschannen… - BMC Medical Informatics …, 2021 - Springer
Background Hospital-acquired pressure injuries (PIs) induce significant patient suffering,
inflate healthcare costs, and increase clinical co-morbidities. PIs are mostly due to bed …
inflate healthcare costs, and increase clinical co-morbidities. PIs are mostly due to bed …
Leveraging artificial intelligence and decision support systems in hospital-acquired pressure injuries prediction: A comprehensive review
Background: Hospital-acquired pressure injuries (HAPIs) constitute a significant challenge
harming thousands of people worldwide yearly. While various tools and methods are used …
harming thousands of people worldwide yearly. While various tools and methods are used …
Development and validation of a machine learning algorithm–based risk prediction model of pressure injury in the intensive care unit
J Xu, D Chen, X Deng, X Pan, Y Chen… - International wound …, 2022 - Wiley Online Library
The study aimed to establish a machine learning–based scoring nomogram for early
recognition of likely pressure injuries in an intensive care unit (ICU) using large‐scale …
recognition of likely pressure injuries in an intensive care unit (ICU) using large‐scale …
[HTML][HTML] Dynamic risk prediction for hospital-acquired pressure injury in adult critical care patients
OBJECTIVES: To develop and validate a dynamic risk prediction model to estimate the risk
of developing a hospital-acquired pressure injury among adult ICU patients. DESIGN: ICU …
of developing a hospital-acquired pressure injury among adult ICU patients. DESIGN: ICU …