RaPID has developed the first computer-aided detection (CADe) system (patent pending) designed to detect retained surgical items (RSIs) on radiologic images. We are using the same technology to develop a computer-aided diagnosis (CADx) system to identify and report the product details of patients' implanted medical devices (IMDs). Our introductory product is focused on detection of RSIs on X-ray images. Our comprehensive business process modeling involves CADe and specific X-ray imaging sequences that results in the RSIs elimination and more effective usage of the operating room time.