1、Intelligent Clinical Trials:Using Generative AI to Fast-Track Therapeutic InnovationsW H I T E P A P E R D E C E M B E R 2 0 2 4In collaboration with ZSImages:Getty ImagesDisclaimer This document is published by the World Economic Forum as a contribution to a project,insight area or interaction.The

2、findings,interpretations and conclusions expressed herein are the result of a collaborative process facilitated and endorsed by the World Economic Forum but whose results do not necessarily represent the views of the World Economic Forum,nor the entirety of its Members,Partners or other stakeholders

3、.ContentsForeword 3Executive summary 41 How Gen AI will transform clinical development 52 Barriers,enablers and recommendations:How to drive a clinical development revolution 122.1 Data,incentives and regulation 122.2 Innovation culture,trust and workforce considerations 133 Without an AI revolution

4、 in clinical development,the worlds health is at risk 15Appendix 16Contributors 17Endnotes 18Intelligent Clinical Trials:Using Generative AI to Fast-Track Therapeutic Innovations2ForewordArtificial intelligence(AI)promises to have a transformative impact on healthcare improving patient outcomes and

5、supporting the broader healthcare system and industry by reducing costs and overcoming geographic and logistical barriers as it brings care where it is needed most.Since 2023,the World Economic Forum and ZS have collaborated to publish two reports on the impact of AI on global health and healthcare:

6、Scaling Smart Solutions with AI in Health:Unlocking Impact on High-Potential Use Cases(June 2023)looked at the potential of AI to overcome the global shortage of healthcare workers,widening health disparities and unsustainable healthcare spending;Patient-First Health with Generative AI:Reshaping the