Diagnostic Imaging Europe hat dies direkt geteilt
This multi-society statement addresses the practical considerations involved in the development, purchase, implementation, and monitoring of AI tools in radiology, providing guidance from major radiology societies in the USA, Canada, Europe, Australia, and New Zealand. 1️⃣ AI in radiology has transformative potential but requires rigorous evaluation and monitoring to ensure utility, safety, and ethical compliance. 2️⃣ Collaboration between developers, clinicians, and regulators is essential to address ethical issues and maintain AI performance standards. 3️⃣ AI models differ from traditional radiology tools, as they learn automatically from data, can continuously improve, and have a higher level of automation. 4️⃣ Developers must ensure AI tools address genuine clinical needs, demonstrate superiority over existing methods, and prioritize transparency and explainability. 5️⃣ Regulatory bodies should request comprehensive information on AI tools, including company data, clinical use, performance metrics, and monitoring plans. 6️⃣ Purchasers need to assess the intended use, integration into workflows, performance on local data, and economic impact before adopting AI tools. 7️⃣ Continuous monitoring of AI performance is crucial to detect data drift and ensure long-term safety and effectiveness, with strategies varying based on the AI's role and clinical context. 8️⃣ Augmentative AI assists radiologists but requires measures to mitigate biases like over-reliance, while autonomous AI presents higher risks and demands stringent ongoing performance evaluations. ✍🏻 Adrian P. Brady, Bibb Allen Jr., MD, FACR, Jaron Chong J, Elmar Kotter, Nina Kottler, MD, MS, FSIIM, John Mongan, Lauren Oakden-Rayner, Daniel Pinto dos Santos, An Tang, Christoph Wald, M.D., Ph.D., M.B.A., F.A.C.R., John Slavotinek. Developing, Purchasing, Implementing and Monitoring AI Tools in Radiology: Practical Considerations. A Multi-Society Statement From the ACR, CAR, ESR, RANZCR & RSNA. J Am Coll Radiol. 2024. DOI: 10.1016/j.jacr.2023.12.005 American College of Radiology, Canadian Association of Radiologists, European Society of Radiology, The Royal Australian & New Zealand College of Radiologists (RANZCR), Radiological Society of North America (RSNA)