Michael MackPACS/VNAPACS administration: A look into the crystal ballThere are some people who believe that radiology PACS networks are becoming commodities -- if they have not already become so. Will PACS administrators suffer the same fate? PACS consultant Michael Mack shares his thoughts on the future of the PACS administrator role.October 12, 2008PACS/VNAGrade your radiology PACS investment for successFor sites to fully capitalize on their investment in PACS technology, they need to create their own unique implementation plan and evaluate their PACS operations. PACS consultant Michael Mack explains how to create a strategic plan that will ensure your PACS not only makes the grade but helps set the curve.April 10, 2008Page 1 of 1Top StoriesAIRadiologists can identify three out of four AI-generated imagesRadiologists found it particularly difficult to distinguish between real and AI-generated CT and MR images.Womens ImagingWomen's Imaging MinnieCast, Episode 13: Partial breast irradiation in the spotlightAIRadiology dominates thirty years of FDA AI device approvalsRadiologic TechnologistPetition seeks to increase number of attempts for taking ARRT examLegislationSocieties applaud introduction of Patients First Act
![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)
