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人工智能技术在医用设备验收中的应用研究

Research on the Application of Artificial Intelligence Technology in Medical Equipment Acceptance

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本文探讨了人工智能技术在医疗设备验收中的应用,强调了AI在提高验收效率和准确性方面的巨大潜力.传统人工验收方法因耗时、易受人为因素影响而显得效率低下,而AI通过图像识别和机器学习技术可以自动化和标准化验收过程.本文详细介绍了设备分类、特征数据提取,以及如何选择和训练AI模型以提升验收准确率.此外,当前AI技术在复杂设备验收中存在挑战,通过引入先进算法和优化模型训练可解决这些问题.未来,AI将成为医疗设备管理中不可或缺的一部分,推动医疗行业的智能化和数字化发展.
This paper explores the application of artificial intelligence (AI) in medical device acceptance inspection,emphasizing the huge potential of AI in improving the efficiency and accuracy of acceptance inspection. Traditional manual acceptance inspection methods are inefficient due to the time-consuming and easily affected by human factors. However,AI can automate and standardize the acceptance inspection process through image recognition and machine learning technology. This article provides a detailed introduction to equipment classification,feature data extraction,and how to select and train AI models to improve acceptance accuracy. Additionally,there are challenges in complex equipment acceptance inspection with AI technology,which can be solved by introducing advanced algorithms and optimizing model training. In the future,AI will become an indispensable part of medical device management,driving the intelligent and digital development of the medical industry.

intelligencemedical equipment acceptance

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温州市中心医院,浙江温州 325000

人工智能 医用设备验收

2024

中国医疗器械信息
中国医疗器械行业协会

中国医疗器械信息

影响因子:0.375
ISSN:1006-6586
年,卷(期):2024.30(24)