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计算实验方法的可能应用场景:基于共识的综述。

Possible Contexts of Use for In Silico Trials Methodologies: A Consensus-Based Review.

出版信息

IEEE J Biomed Health Inform. 2021 Oct;25(10):3977-3982. doi: 10.1109/JBHI.2021.3090469. Epub 2021 Oct 5.

Abstract

The term "In Silico Trial" indicates the use of computer modelling and simulation to evaluate the safety and efficacy of a medical product, whether a drug, a medical device, a diagnostic product or an advanced therapy medicinal product. Predictive models are positioned as new methodologies for the development and the regulatory evaluation of medical products. New methodologies are qualified by regulators such as FDA and EMA through formal processes, where a first step is the definition of the Context of Use (CoU), which is a concise description of how the new methodology is intended to be used in the development and regulatory assessment process. As In Silico Trials are a disruptively innovative class of new methodologies, it is important to have a list of possible CoUs highlighting potential applications for the development of the relative regulatory science. This review paper presents the result of a consensus process that took place in the InSilicoWorld Community of Practice, an online forum for experts in in silico medicine. The experts involved identified 46 descriptions of possible CoUs which were organised into a candidate taxonomy of nine CoU categories. Examples of 31 CoUs were identified in the available literature; the remaining 15 should, for now, be considered speculative.

摘要

“计算机模拟试验”一词是指利用计算机建模和模拟来评估医疗产品(无论是药物、医疗器械、诊断产品还是先进治疗药物产品)的安全性和疗效。预测模型被定位为医疗产品开发和监管评估的新方法。监管机构(如美国 FDA 和欧洲 EMA)通过正式程序对新方法进行了资格认定,其中第一步是确定使用情境(CoU),即新方法在开发和监管评估过程中预期用途的简明描述。由于计算机模拟试验是一类具有创新性的新兴方法,因此列出可能的使用情境清单,突出相对监管科学的发展的潜在应用非常重要。本文介绍了在 InSilicoWorld 实践社区(一个专注于计算机医学领域专家的在线论坛)中进行的共识过程的结果。参与的专家确定了 46 种可能的使用情境描述,并将其组织成一个包含 9 个使用情境类别的候选分类法。在现有文献中确定了 31 种使用情境示例;其余 15 种目前应被视为推测性的。

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