Human-centred AI for emergency cardiac care: Evaluating RAPIDx AI with PROLIFERATE_AI.

Journal: International journal of medical informatics
PMID: 39893766

Abstract

BACKGROUND: Chest pain diagnosis in emergency care is hindered by overlapping cardiac and non-cardiac symptoms, causing diagnostic uncertainty. Artificial Intelligence, such as RAPIDx AI, aims to enhance accuracy through clinical and biochemical data integration, but its adoption relies on addressing usability, explainability, and seamless workflow integration without disrupting care.

Authors

  • Maria Alejandra Pinero de Plaza
    Caring Futures Institute, Flinders University, Adelaide, South, Australia. Electronic address: alejandra.pinerodeplaza@flinders.edu.au.
  • Kristina Lambrakis
    Victorian Heart Institute, Monash University, Melbourne, Victoria, Australia; MonashHeart, Monash Health, Melbourne, Victoria, Australia; College of Medicine and Public Health, Flinders University, Adelaide, South, Australia.
  • Fernando Marmolejo-Ramos
    College of Education, Psychology, and Social Work, Flinders University, Adelaide, SA, Australia.
  • Alline Beleigoli
    Caring Futures Institute, Flinders University, Adelaide, South, Australia.
  • Mandy Archibald
    Caring Futures Institute, Flinders University, Adelaide, South, Australia.
  • Lalit Yadav
    Caring Futures Institute, Flinders University, Adelaide, South, Australia.
  • Penelope McMillan
    South Australian Health and Medical Research Institute (SAHMRI), Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) Collaborative, Adelaide, South, Australia.
  • Robyn Clark
    Caring Futures Institute, Flinders University, Adelaide, South, Australia.
  • Michael Lawless
    Caring Futures Institute, Flinders University, Adelaide, South, Australia.
  • Erin Morton
    Bespoke Clinical Research, Adelaide, South, Australia.
  • Jeroen Hendriks
    Department of Nursing, Maastricht University Medical Centre, Maastricht, the Netherlands.
  • Alison Kitson
    Caring Futures Institute, Flinders University, Adelaide, South, Australia.
  • Renuka Visvanathan
  • Derek P Chew
    Victorian Heart Institute, Monash University, Melbourne, Victoria, Australia; MonashHeart, Monash Health, Melbourne, Victoria, Australia; College of Medicine and Public Health, Flinders University, Adelaide, South, Australia.
  • Carlos Javier Barrera Causil
    Instituto Tecnológico Metropolitano, Medellín, Colombia.

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