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改进的聚类算法在医疗大数据背景下手术室护理推荐中的应用。

Application of the Improved Clustering Algorithm in Operating Room Nursing Recommendation under the Background of Medical Big Data.

机构信息

The Second Affiliated Hospital of Hainan Medical College, Haikou 570311, China.

Hainan Women and Children's Medical Center, Haikou 570000, China.

出版信息

J Healthc Eng. 2022 Mar 23;2022:4299280. doi: 10.1155/2022/4299280. eCollection 2022.

DOI:10.1155/2022/4299280
PMID:35368943
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8967520/
Abstract

The nursing work in the operating room has the characteristics of long time, strong technicality, and heavy work, which have an important influence on the quality of the operation. Operating room nursing recommendations based on data mining technology can solve a series of practical problems in clinical nursing and nursing management. This paper selects the clustering algorithm in commonly used data mining technology as the research object and actually analyzes the impact of this algorithm in operating room nursing recommendations. At this stage, there is little research on data mining technology in the field of nursing in China. This paper aims to provide new ideas for the field of nursing research by exploring the actual application in the field of nursing.

摘要

手术室护理工作具有时间长、技术性强、工作繁重的特点，对手术质量有重要影响。基于数据挖掘技术的手术室护理建议可以解决临床护理和护理管理中的一系列实际问题。本文选择常用数据挖掘技术中的聚类算法作为研究对象，实际分析该算法对手术室护理建议的影响。现阶段，我国护理领域对数据挖掘技术的研究较少，本文旨在通过探索护理领域的实际应用，为护理研究领域提供新的思路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/581b/8967520/7c7c22ec683a/JHE2022-4299280.001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/581b/8967520/7c7c22ec683a/JHE2022-4299280.001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/581b/8967520/7c7c22ec683a/JHE2022-4299280.001.jpg

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Med J Islam Repub Iran. 2022 Dec 24;36:168. doi: 10.47176/mjiri.36.168. eCollection 2022.
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The Significance of Implementing Bilevel Positive Airway Pressure under Cluster Nursing in Improving the Survival Possibility of Patients with Severe Pulmonary Infection Complicated by Respiratory Failure.实施集束化护理对提高重症肺部感染合并呼吸衰竭患者生存可能性的重要性。
Comput Math Methods Med. 2022 Sep 19;2022:2324797. doi: 10.1155/2022/2324797. eCollection 2022.