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MLHOps: 物联网医疗运营中的机器学习(英文版)

发布者:wx****61
2023-05-05
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人工智能(AI)
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MLHOps: 物联网医疗运营中的机器学习【英文版】.pdf
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英文标题:MLHOps: Machine Learning for Healthcare Operations中文摘要:本文介绍机器学习在医疗保健领域中部署和维护的可靠、高效、可用和道德化的过程,包括基础概念、数据准备、数据工程和工具等,在从策划到落地实现全过程提供指导。英文摘要:Machine Learning Health Operations (MLHOps) is the combination of processesfor reliable, efficient, usable, and ethical deployment and maintenance ofmachine learning models in healthcare settings. This paper provides both asurvey of work in this area and guidelines for developers and clinicians todeploy and maintain their own models in clinical practice. We

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