Effect of Intelligent Medical Data Technology in Postoperative Nursing Care

Abstract

Surgery is one of the larger wounds in conventional surgery, and patients often experience different pain and postural discomfort after surgery. With the ever-changing standards of medical care and patient care requirements, providing high-quality care to postoperative patients is an important measure to reduce complications and promote rapid recovery. However, in the traditional postsurgical nursing methods, there are often the phenomenon that wrong patients are connected, patient data is messy, and medicines are counted incorrectly, which directly leads to a rapid decline in nursing efficiency. In the context of the rapid development of artificial intelligence and big data, intelligent medical data analysis technology has gradually been integrated into the medical field. This paper analyzes and studies the application effect of intelligent medical data analysis technology in postoperative nursing. It is aimed at changing the traditional postoperative nursing methods and improving nursing efficiency, and it provides important suggestions for the development of postoperative nursing in the new era. Combining big data and Internet of Things technology, this paper builds a smart medical Internet of Things framework and an intelligent postoperative care system and uses machine learning algorithms to preprocess relevant medical data. The final experimental results show that the intelligent medical data analysis technology has a good effect in improving the nursing efficiency after surgery, and the nursing efficiency has increased by 6.9%.

Big data research in nursing: A bibliometric exploration of themes and publications

“…In recent years, there has been a significant shift toward the extensive utilization of various computer science techniques, including machine learning, deep learning, neural networks, and artificial intelligence. Duan and Lin (2022) integrated big data and Internet of Things technology to assess the impact of intelligent medical data analysis technology on postoperative nursing efficiency, with the aim of transforming conventional postoperative care practices. This reflects the growing integration of sophisticated computational methods to gain deeper insights into patient outcomes and healthcare practices in the nursing field.…”

“…For instance,Sterling et al (2019) employed natural language processing technology and neural network model training to predict the prognosis of emergency patients using data from emergency triage records. Additionally, Monsen et al (2017) leveraged big data and visualization technology to enhance the quality of care provided during home visits by public health nurses.In recent years, there has been a significant shift toward the extensive utilization of various computer science techniques, including machine learning, deep learning, neural networks, and artificial intelligence Duan and Lin (2022). integrated big data and Internet of Things technology to assess the impact of intelligent medical data analysis technology on postoperative nursing efficiency, with the aim of transforming conventional postoperative care practices.…”

Retracted: Effect of Intelligent Medical Data Technology in Postoperative Nursing Care

“…This article has been retracted by Hindawi following an investigation undertaken by the publisher [ 1 ]. This investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process: Discrepancies in scope Discrepancies in the description of the research reported Discrepancies between the availability of data and the research described Inappropriate citations Incoherent, meaningless and/or irrelevant content included in the article Peer-review manipulation …”

“…This article has been retracted by Hindawi following an investigation undertaken by the publisher [1]. This investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process:…”