Dr. Roy Kwak[email protected]EconomicsI'm working my tail off but not getting any work done (Part 3 of 3)Do you feel like you're busier than ever, but you're not getting anything done? Radiologist Dr. Roy Kwak wraps up his three-part series on productivity in radiology with this article.April 15, 2021EconomicsI'm working my tail off but not getting any work done (Part 2 of 3)Do you feel like you're busier than ever, but you're not getting anything done? Radiologist Dr. Roy Kwak has felt that way too, and he explains why in the second part of a three-part series.March 24, 2021Practice ManagementI'm working my tail off but not getting any work done (Part 1 of 3)Do you feel like you're busier than ever, but you're not getting anything done? Radiologist Dr. Roy Kwak has felt that way too, and he explains why in the first of a three-part series.February 9, 2021Page 1 of 1Top StoriesRadiologic TechnologistPetition seeks to increase number of attempts for taking ARRT examThe petition has received nearly 10,000 signatures as of July 15.LegislationSocieties applaud introduction of Patients First ActEconomics2027 MPFS proposed rule would lift radiology reimbursementMRIMRI could replace DRE for prostate cancer stagingMRIPetition asks FDA to implement new OEM rule for MRI safety
![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)
