Musculoskeletal Radiologist Regional Clinical Lead of Yorkshire Imaging Collaborative AI research with Leeds University partnership No commercial conflicts of interest
scene • AI has promised to revolutionise radiological practise • Claims range from human replacement to smart adjunct tools • Unavoidable hype cycle sweeping radiology • Limited examples of deployment to active care setting outside of research • Evidence yet lacking on fi nancial solvency and standard of care bene fi ts (early days…)
• Lots going on in the NHS for AI • NHS priority to invest in AI via exemplar networks • NHSx facilitating industrial partnerships • NHSx driving forwards national R&D processes (cf COVID-19 database) • NIHR regional imaging champions
Golding, and Gregory N. Nicola Radiology: Arti fi cial Intelligence 2021 3:3 “In 2020, the largest U.S. health care payer, the Centers for Medicare & Medicaid Services (CMS), established payment for artificial intelligence (AI) through two different systems in the Medicare Physician Fee Schedule (MPFS) and the Inpatient Prospective Payment System (IPPS)”
AI based on location (on site, regional hub, cloud) • Charging models (per study, volume tiers, by deployment cost) • How to measure ROI • How to charge for activity by AI vs human • Who will pay for the mistakes?