Clinical trials informed framework for real world clinical implementation and deployment of artificial intelligence applications

With rapidly evolving artificial intelligence solutions, healthcare organizations need an implementation roadmap. A “clinical trials” informed approach can promote safe and impactful implementation of artificial intelligence. This framework includes four phases: (1) Safety; (2) Efficacy; (3) Effecti...

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Published in:NPJ digital medicine Vol. 8; no. 1; pp. 107 - 5
Main Authors: You, Jacqueline G., Hernandez-Boussard, Tina, Pfeffer, Michael A., Landman, Adam, Mishuris, Rebecca G.
Format: Journal Article
Language:English
Published: London Nature Publishing Group UK 17.02.2025
Nature Publishing Group
Nature Portfolio
Subjects:
631/114/1305
631/114/2397
631/114/2413
692/308/409
706/703/559
Artificial intelligence
Biomedicine
Biotechnology
Clinical medicine
Clinical trials
Collaboration
Electronic health records
Ethics
FDA approval
Informatics
Medical equipment
Medicine
Medicine & Public Health
Patient safety
Perspective
Standard of care
ISSN:2398-6352, 2398-6352
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Abstract With rapidly evolving artificial intelligence solutions, healthcare organizations need an implementation roadmap. A “clinical trials” informed approach can promote safe and impactful implementation of artificial intelligence. This framework includes four phases: (1) Safety; (2) Efficacy; (3) Effectiveness and comparison to an existing standard; and (4) Monitoring. Combined with inter-institutional collaboration and national funding support, this approach will advance safe, usable, effective, and equitable deployments of artificial intelligence in healthcare.
AbstractList With rapidly evolving artificial intelligence solutions, healthcare organizations need an implementation roadmap. A "clinical trials" informed approach can promote safe and impactful implementation of artificial intelligence. This framework includes four phases: (1) Safety; (2) Efficacy; (3) Effectiveness and comparison to an existing standard; and (4) Monitoring. Combined with inter-institutional collaboration and national funding support, this approach will advance safe, usable, effective, and equitable deployments of artificial intelligence in healthcare.
With rapidly evolving artificial intelligence solutions, healthcare organizations need an implementation roadmap. A "clinical trials" informed approach can promote safe and impactful implementation of artificial intelligence. This framework includes four phases: (1) Safety; (2) Efficacy; (3) Effectiveness and comparison to an existing standard; and (4) Monitoring. Combined with inter-institutional collaboration and national funding support, this approach will advance safe, usable, effective, and equitable deployments of artificial intelligence in healthcare.With rapidly evolving artificial intelligence solutions, healthcare organizations need an implementation roadmap. A "clinical trials" informed approach can promote safe and impactful implementation of artificial intelligence. This framework includes four phases: (1) Safety; (2) Efficacy; (3) Effectiveness and comparison to an existing standard; and (4) Monitoring. Combined with inter-institutional collaboration and national funding support, this approach will advance safe, usable, effective, and equitable deployments of artificial intelligence in healthcare.
Abstract With rapidly evolving artificial intelligence solutions, healthcare organizations need an implementation roadmap. A “clinical trials” informed approach can promote safe and impactful implementation of artificial intelligence. This framework includes four phases: (1) Safety; (2) Efficacy; (3) Effectiveness and comparison to an existing standard; and (4) Monitoring. Combined with inter-institutional collaboration and national funding support, this approach will advance safe, usable, effective, and equitable deployments of artificial intelligence in healthcare.
Author Mishuris, Rebecca G.
Hernandez-Boussard, Tina
Pfeffer, Michael A.
Landman, Adam
You, Jacqueline G.
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/39962232$$D View this record in MEDLINE/PubMed
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Snippet With rapidly evolving artificial intelligence solutions, healthcare organizations need an implementation roadmap. A “clinical trials” informed approach can...
With rapidly evolving artificial intelligence solutions, healthcare organizations need an implementation roadmap. A "clinical trials" informed approach can...
Abstract With rapidly evolving artificial intelligence solutions, healthcare organizations need an implementation roadmap. A “clinical trials” informed...
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SubjectTerms 631/114/1305
631/114/2397
631/114/2413
692/308/409
706/703/559
Artificial intelligence
Biomedicine
Biotechnology
Clinical medicine
Clinical trials
Collaboration
Electronic health records
Ethics
FDA approval
Informatics
Medical equipment
Medicine
Medicine & Public Health
Patient safety
Perspective
Standard of care
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Title Clinical trials informed framework for real world clinical implementation and deployment of artificial intelligence applications
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