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Fulfilling the Promise of Artificial Intelligence in the Health Sector: Let's Get Real.
- Source :
-
Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research [Value Health] 2022 Mar; Vol. 25 (3), pp. 368-373. Date of Electronic Publication: 2022 Jan 14. - Publication Year :
- 2022
-
Abstract
- Objectives: This study aimed to showcase the potential and key concerns and risks of artificial intelligence (AI) in the health sector, illustrating its application with current examples, and to provide policy guidance for the development, assessment, and adoption of AI technologies to advance policy objectives.<br />Methods: Nonsystematic scan and analysis of peer-reviewed and gray literature on AI in the health sector, focusing on key insights for policy and governance.<br />Results: The application of AI in the health sector is currently in the early stages. Most applications have not been scaled beyond the research setting. The use in real-world clinical settings is especially nascent, with more evidence in public health, biomedical research, and "back office" administration. Deploying AI in the health sector carries risks and hazards that must be managed proactively by policy makers. For AI to produce positive health and policy outcomes, 5 key areas for policy are proposed, including health data governance, operationalizing AI principles, flexible regulation, skills among health workers and patients, and strategic public investment.<br />Conclusions: AI is not a panacea, but a tool to address specific problems. Its successful development and adoption require data governance that ensures high-quality data are available and secure; relevant actors can access technical infrastructure and resources; regulatory frameworks promote trustworthy AI products; and health workers and patients have the information and skills to use AI products and services safely, effectively, and efficiently. All of this requires considerable investment and international collaboration.<br /> (Copyright © 2021 International Society for Pharmacoeconomics and Outcomes Research, Inc. Published by Elsevier Inc. All rights reserved.)
- Subjects :
- Biomedical Research organization & administration
Critical Pathways
Delivery of Health Care organization & administration
Efficiency, Organizational
Health Care Sector economics
Health Care Sector standards
Health Equity
Humans
Public Health Administration standards
Public Health Administration statistics & numerical data
Safety Management
Artificial Intelligence
Health Care Sector organization & administration
Health Care Sector statistics & numerical data
Health Policy
Health Services Administration statistics & numerical data
Subjects
Details
- Language :
- English
- ISSN :
- 1524-4733
- Volume :
- 25
- Issue :
- 3
- Database :
- MEDLINE
- Journal :
- Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research
- Publication Type :
- Academic Journal
- Accession number :
- 35227447
- Full Text :
- https://doi.org/10.1016/j.jval.2021.11.1369