AI RESEARCH

Beyond Benchmarks: A Framework for Post Deployment Validation of CT Lung Nodule Detection AI

arXiv CS.CV

ArXi:2603.26785v1 Announce Type: cross Background: Artificial intelligence (AI) assisted lung nodule detection systems are increasingly deployed in clinical settings without site-specific validation. Performance reported under benchmark conditions may not reflect real-world behavior when acquisition parameters differ from