Publications by authors named "Qianwen Chai"
Aim: To construct a popularization of an emergency science capacity index system for nurses based on the iceberg model.
Design: A mixed-method research design incorporating quantitative and qualitative components was used.
Methods: In this study, the first draft of the questionnaire was developed through literature analysis and semi-structured interviews.
Article Synopsis
- The study aimed to create and optimize machine learning models for predicting pressure injury risks in emergency patients, focusing on developing an effective assessment tool.
- 312 emergency patients were selected, and data was split into modeling and validation groups, utilizing logistic regression, decision tree, and neural network models for prediction and comparison.
- The decision tree model outperformed others, showing a strong predictive ability with solid sensitivity and specificity, making it the most suitable option for individualized risk predictions in emergency settings.
Purpose: To systematically research the impact of Tai Chi intervention on cognitive rehabilitation of elderly adults with mild cognitive impairment (MCI).
Materials And Methods: Both English and Chinese databases were systematically searched from inception to December 2019: MEDLINE, EMBASE, the Cochrane Library, Web of Science, SinoMed database, China National Knowledge Infrastructure, Traditional Chinese Medicine clinical evidence database, Wanfang knowledge database, Chinese Science and Technology Periodical Database. Randomized controlled trials (RCTs) and quasi-experimental studies that involved older adults with MCI, Tai Chi intervention, and cognitive rehabilitation outcomes were included.
Unlabelled: Critically ill patients with fecal incontinence are at high risk of developing incontinence-associated dermatitis (IAD). Scientific prediction and prevention of IAD are essential.
Purpose: The purpose of this study was to determine the risk factors for IAD among critically ill patients with fecal incontinence.
Background: Stroke has become the leading cause of acquired disability worldwide. Psychological maladjustment and related reactions for stroke disability has subsequently revealed a negative impact on stroke rehabilitation process. Acceptance of disability (AOD) is widely confirmed as a critical factor for psychosocial regulation and disability acceptance.
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