Practice and Exploration of Machine Learning Algorithm in Program Optimization of Personalized Nursing

As an important branch of artificial intelligence, machine learning algorithm has shown a wide range of application prospects and significant advantages in the optimization of personalized care programs. It can provide accurate diagnostic support, real-time health monitoring and personalized adjuvant treatment for patients by analyzing multi-source medical data, effectively improve the scientificity and accuracy of nursing programs, and alleviate the workload of nursing staff. We should improve the ability of nurses to understand and apply machine learning technology, to achieve more efficient, more accurate, and more personalized medical care services, and promote the innovation and development of medical care model.

Authors

Publication Details

Journal
International Journal of Public Health and Medical Research
Published
2025-03-27
DOI
https://doi.org/10.62051/ijphmr.v3n2.07
Primary Topic
Medical Research and Treatments
Type
article
Field-Weighted Citation Impact
0.00
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article

Practice and Exploration of Machine Learning Algorithm in Program Optimization of Personalized Nursing

Haobin Yu, Gengyang Yuan, Xinyu Lai, Jinxin Zheng et al.
International Journal of Public Health and Medical Research
Medical Research and Treatments
article

Practice and Exploration of Machine Learning Algorithm in Program Optimization of Personalized Nursing

Haobin Yu, Gengyang Yuan, Xinyu Lai, Jinxin Zheng, Xia Jiang, Xueli Wang
article en

Abstract

As an important branch of artificial intelligence, machine learning algorithm has shown a wide range of application prospects and significant advantages in the optimization of personalized care programs. It can provide accurate diagnostic support, real-time health monitoring and personalized adjuvant treatment for patients by analyzing multi-source medical data, effectively improve the scientificity and accuracy of nursing programs, and alleviate the workload of nursing staff. We should improve the ability of nurses to understand and apply machine learning technology, to achieve more efficient, more accurate, and more personalized medical care services, and promote the innovation and development of medical care model.

International Journal of Public Health and Medical ResearchVol. 3(2)
Openalex Percentile: Top 89%
Medical Research and Treatments
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