Position statement on clinical evaluation of imaging AI.
Published in Lancet Digit Health, 2023
This paper explores the idea that AI technologies for healthcare settings might not be an instant panacea. It discusses how the translation from research to clinical implementation is a complex technical, ethical, and regulatory challenge. Primarily, exploring how best to validate AI tool’s performance at clinical tasks which are often from quantitative evaluation using statistical metrics.
Recommended citation: McCague C, MacKay K, Welsh C, Constantinou A, Jena R, Crispin-Ortuzar M; Imaging AI evaluation consensus group. Position statement on clinical evaluation of imaging AI. Lancet Digit Health. 2023 Jul;5(7):e400-e402. doi: 10.1016/S2589-7500(23)00090-0. Erratum in: Lancet Digit Health. 2023 Aug;5(8):e484. doi: 10.1016/S2589-7500(23)00133-4. PMID: 37391263.
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