WEF & LSE Health：2026临床实效决胜医疗人工智能赛道竞争格局白皮书（英文版）（24页）.pdf

1、Meaningful Outcomes Determine the Winners of the Health AI RaceW H I T E P A P E RJ U N E 2 0 2 6In collaboration with LSE HealthImages:Adobe Stock,Getty ImagesDisclaimer This document is published by the World Economic Forum as a contribution to a project,insight area or interaction.The findings,in

2、terpretations and conclusions expressed herein are a 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.2026 World E

3、conomic Forum.All rights reserved.No part of this publication may be reproduced or transmitted in any form or by any means,including photocopying and recording,or by any information storage and retrieval system.ContentsForewordExecutive summaryIntroduction1 What is told vs.what is measured2 Evidence

4、 of AI impacts in health systems2.1 Automation and efficiency2.2 Evaluating AI outcomes3 Perception of value:Inversely proportionate to risk3.1 The force of structures and systems3.2 The role of incentives and convenience3.3 Value inversion4 A vision for the futureConclusionContributorsEndnotes34568

5、891213131417202122Generative AI tools were used to support aspects of drafting after analysis was completed.All outputs were independently reviewed,verified and approved by the authors.Meaningful Outcomes Determine the Winners of the Health AI Race2ForewordArtificial intelligence is no longer a futu

6、re prospect for health systems.It is here,is being deployed at scale and is reshaping how care is delivered,managed and financed.The investments are substantial.The promises are bold.But the question that should precede all others remains insufficiently addressed:are health systems pursuing the righ