The early warning research on nursing care of stroke patients with intelligent wearable devices under COVID-19

Abstract

Stroke patients under the background of the new crown epidemic need to be home-based care. However, traditional nursing methods cannot take care of the patients' lives in all aspects. Based on this, based on machine learning algorithms, our work combines regression models and SVM to build a smart wearable device system and builds a system prediction module to predict patient care needs. The node is used to collect human body motion and physiological parameter information and transmit data wirelessly. The software is used to quickly process and analyze the various motion and physiological parameters of the patient and save the analysis and processing structure in the database. By comparing the results of nursing intervention experiments, we can see that the smart wearable device designed in this paper has a certain effect in stroke care.

A Systematic Review of the Application of Artificial Intelligence in Nursing Care: Where are We, and What’s Next?

“…One of the included studies reported that the application of wearable devices can enhance recovery among patients with stroke. 20 The result findings are congruent with a study of symptom tracking https://doi.org/10.2147/JMDH.S459946…”

“…One of the included studies reported that the application of wearable devices can enhance recovery among patients with stroke. 20 The result findings are congruent with a study of symptom tracking in endometriosis using digital technologies, which aims to discuss how digital technologies may be used in endometriosis to facilitate symptom tracking. 58 The study suggested that objective measures extracted from wearable devices can be integrated with self-reported symptom measures to provide insight into symptom trajectories and the association between objective behaviors and subjective symptoms.…”

“…Four included studies demonstrate the utilization of AI by nurses to assist in developing nursing care plans. 18 , 20 , 21 , 27 In a discussion paper by Woodnutt et al, ChatGPT was employed to generate a mental health nursing care plan, and its output quality was evaluated against the authors’ clinical experience and existing guidance. The findings indicated that ChatGPT provided a care plan incorporating some principles of dialectical behavior therapy.…”

“…Additionally, reminders for medication times through wearable smart devices can help patients intuitively recognize the importance of adhering to a regular medication schedule. 20 …”