Diagnostic radiology saw its median compensation rise just 1.6% from 2020 to 2021. On the other hand, interventional radiology enjoyed a 9.9% raise. 

Against the backdrop of radiologists getting sued for medical negligence after allegedly reading images too hastily, recent years have seen pointed calls for new radiology rules, requirements or regulations.

Complex renal cysts or solid renal masses appear in 13% to 27% of individuals who receive abdominal imaging.

The ACR statement also brought to light some of the unintended consequences of the FDA’s contrast media safety warning.

Because cerebral vessels are smaller and potentially more fragile in women than in men, future research into mechanical clot removal for stroke treatment should be “sufficiently powered to detect sex-specific differences in neuroimaging profiles and treatment techniques.”

Upon training a machine learning model to analyze ultrasound images of the neck, researchers tested their algorithm and have found it correctly flagged likely cancerous nodules of the thyroid gland at a 97% clip.

The AI software assisted in various tasks, such as segmenting, labeling and measuring normal structures, providing an automated analysis of pulmonary, cardiac and musculoskeletal findings.

Testing AI’s ability to detect carotid artery disease on ultrasound, U.K. researchers have found their algorithm achieved 90% accuracy, along with 87% sensitivity and 82% specificity, at the task.