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    New Horizons in artificial intelligence in the healthcare of older people

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    Author
    Ogliari, Giulia
    Keyword
    Artificial intelligence
    Aged
    Date
    2023
    
    Metadata
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    Publisher's URL
    https://doi.org/10.1093/ageing/afad219
    Abstract
    Artificial intelligence (AI) in healthcare describes algorithm-based computational techniques which manage and analyse large datasets to make inferences and predictions. There are many potential applications of AI in the care of older people, from clinical decision support systems that can support identification of delirium from clinical records to wearable devices that can predict the risk of a fall. We held four meetings of older people, clinicians and AI researchers. Three priority areas were identified for AI application in the care of older people. These included: monitoring and early diagnosis of disease, stratified care and care coordination between healthcare providers. However, the meetings also highlighted concerns that AI may exacerbate health inequity for older people through bias within AI models, lack of external validation amongst older people, infringements on privacy and autonomy, insufficient transparency of AI models and lack of safeguarding for errors. Creating effective interventions for older people requires a person-centred approach to account for the needs of older people, as well as sufficient clinical and technological governance to meet standards of generalisability, transparency and effectiveness. Education of clinicians and patients is also needed to ensure appropriate use of AI technologies, with investment in technological infrastructure required to ensure equity of access.Copyright © 2023 The Author(s). Published by Oxford University Press on behalf of the British Geriatrics Society.
    Citation
    Shiwani T., Relton S., Evans R., Kale A., Heaven A., Clegg A. Ageing Data Research Collaborative (Geridata) AI Group, and Todd O. (2023) 'New Horizons in artificial intelligence in the healthcare of older people', Age and Ageing, 52(12), pp. afad219. doi: 10.1093/ageing/afad219 https://doi.org/10.1093/ageing/afad219.
    Type
    Article
    URI
    http://hdl.handle.net/20.500.12904/19317
    Collections
    Healthcare of Older People

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