在生命科学中绘制人工智能景观:评估和采用框架
Jennifer Hinkel1,2, Fraser Peck3, Cory Kidd1
1Sigla Sciences, Incline Village, NV, USA.
Blockchain in healthcare today
|February 2, 2026
概括
本研究引入了一个框架,以优先考虑生命科学领域的人工智能 (AI) 倡议. 它有助于专业人士在产品生命周期和运营领域评估人工智能应用程序,以进行战略决策.
科学领域:
- 生命科学 生命科学
- 生物技术是生物技术.
- 药品制造业 药品制造业 药品制造业 药品制造业
背景情况:
- 人工智能 (AI) 的采用在生命科学领域迅速增加.
- 有机会改善生物制药研究,开发和商业化.
- 该行业需要结构化的工具来优先考虑人工智能计划.
研究的目的:
- 为分类和评估生命科学中潜在的AI应用提供一个框架.
- 根据产品生命周期阶段和运营领域组织AI使用案例.
主要方法:
- 使用了一种结构化的混合方法方法.
- 这包括修改了与行业专家的Delphi共识流程.
- 还使用了定性案例研究审查和代框架改进.
主要成果:
- 开发了一个矩阵框架,以评估整个产品生命周期 (研究,临床开发,商业化,营销后) 的AI机会.
- 人工智能的普遍影响,数据驱动的战略以及监管/道德方面的挑战都得到了强调.
- 该框架有助于评估生物制药领域的人工智能应用.
结论:
- 该框架为生命科学领域的战略人工智能采用提供了一个实用模型.
- 它支持人工智能集成到生物制药公司的决策.
- 这项工作为未来的研究和转型工作提供了基础.
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