Predictive Microbiology Models and Operational Readiness

Laurent Guillier
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引用次数: 14

Abstract

A diverse field of predictive microbiology models has emerged in the past 30 years and has advanced our understanding of microbial behavior in foods. As most of published models have for objective to provide operationally relevant information to decision makers, predictive microbiology models have now found their place within both the academic, and the food industrial communities.

Given the importance of these models to food safety, the decision makers are in need of evidence-based advices in order to assess confidence in the predictions provided by models they use. The objectives of this work were (i) to review current approaches in predictive microbiology used to build, verify and validate models, and (ii) to propose a categorization scheme that would tend to define a model's viability for use in an operational setting.

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预测微生物学模型和操作准备
在过去的30年里,预测微生物模型出现了一个多样化的领域,并促进了我们对食品中微生物行为的理解。由于大多数已发表的模型的目的是为决策者提供与操作相关的信息,预测微生物学模型现在在学术界和食品工业界都找到了自己的位置。鉴于这些模型对食品安全的重要性,决策者需要基于证据的建议,以评估他们所使用的模型所提供的预测的可信度。这项工作的目标是(i)回顾目前用于构建、验证和验证模型的预测微生物学方法,以及(ii)提出一种分类方案,该方案倾向于定义模型在操作环境中使用的可行性。
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