Artificial intelligence (AI) software developer Aidoc has introduced AI Operating System (OS), a software platform designed to facilitate the clinical use of AI across enterprise imaging systems.
With AI OS, a diverse set of AI algorithms can be orchestrated on one vendor-agnostic operating system, according to the vendor. AI OS applies AI-based image analysis to match the most compatible algorithm with the relevant scan, Aidoc said.
In addition to offering its own seven AI algorithms on AI OS, Aidoc has also incorporated models from five third-party AI firms: Icometrix, Imbio, Riverain Technologies, ScreenPoint Medical, and Subtle Medical.
![A normal mammogram confirmed by three-year radiologic follow-up illustrates reader-marked regions of interest (ROIs) during (A) unaided (round 1) and (B) artificial intelligence (AI)–assisted (round 2) reading. Each colored dot represents an ROI for recall by a human reader. Readers could mark more than one ROI per case, represented by multiple dots of the same color. During AI-assisted reading, the AI system displayed three visible prompts: two with suspicion of malignancy scores of 35% (left mediolateral oblique [L MLO] and craniocaudal [L CC]) and one with a suspicion of malignancy score of 10% (right craniocaudal [R CC]), shown as polygonal overlays. Without AI, six of 10 readers (60%) marked a false-positive ROI. With AI assistance, this fell to two of 10 (20%). R MLO = right mediolateral oblique.](https://img.auntminnie.com/mindful/smg/workspaces/default/uploads/2026/07/2026-07-14-radiology-mammogram-ai-auto-bias.H0bYO8QlWs.jpg?auto=format%2Ccompress&dpr=2&fit=crop&h=167&q=70&w=250)
