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1、AI in Medical Research:Applications and ConsiderationsThe permanent and official location for the Health Information Management Working Group WorkingGroup is:https:/cloudsecurityalliance.org/research/working-groups/health-information-management 2024 Cloud Security Alliance All Rights Reserved.You ma

2、y download,store,display on yourcomputer,view,print,and link to the Cloud Security Alliance at https:/cloudsecurityalliance.org subject tothe following:(a)the draft may be used solely for your personal,informational,noncommercial use;(b)the draft may not be modified or altered in any way;(c)the draf

3、t may not be redistributed;and(d)thetrademark,copyright or other notices may not be removed.You may quote portions of the draft aspermitted by the Fair Use provisions of the United States Copyright Act,provided that you attribute theportions to the Cloud Security Alliance.Copyright 2024,Cloud Securi

4、ty Alliance.All rights reserved.2AcknowledgmentsLead AuthorsJames AngleRebecca AckahContributorsMichael RozaReviewersSarah ShafqatTaresh MehraMeghana ParwateVaibhav MalikSharat GaneshAkshat VashishthaJoseph EmerickSrija Reddy AllamDr.Chantal SpleissRocking Wolf RanchMj SchwengerCo-ChairsJames AngleC

5、SA Global StaffAlex KaluzaStephen LumpeStephen Smith Copyright 2024,Cloud Security Alliance.All rights reserved.3Table of ContentsAcknowledgments.3Table of Contents.4Abstract.5Introduction.5Drug Discovery Applications.7Diagnosis and Treatment Applications.8Cognitive Digital Twin.11Ethical and Legal

6、Challenges.12Ethical Considerations.13Legal Considerations.15Cloud Computing.19Conclusion and Future Outlook.20References.21 Copyright 2024,Cloud Security Alliance.All rights reserved.4AbstractArtificial intelligence(AI)has revolutionized medical research by leveraging machine learning(ML),particula