Mark Smith Merritt, Hawkins & AssociatesCareersRadiologists still high on recruiters' wish listsA recent drop in the number of recruiting assignments for radiologists taken on by a major executive search firm shouldn't be a cause for alarm. Despite the decline, demand for radiologists is still at historically high levels, according to Mark Smith of Merritt, Hawkins & Associates.August 13, 2007Page 1 of 1Top StoriesAdvanced VisualizationVR glasses soothe patients undergoing TRUS-guided prostate biopsyProstate biopsy patients who view nature-based video content via VR glasses reported having less anxiety and more comfort.Practice ManagementStudy reveals radiology's hidden safety risksCTNo PCCT? Radiology departments can still reduce contrast doseMRIMRI-guided brain stimulation improves PTSD recovery in veteransSponsor ContentModernizing Radiotherapy Workflows
![Representative example of a 16-year-old male patient with underlying X-linked adrenoleukodystrophy. (A, B) Paired anteroposterior (AP) chest radiograph and dual-energy x-ray absorptiometry (DXA) report shows lumbar spine (L1 through L4) areal bone mineral density (BMD). The DXA report was reformatted for anonymization and improved readability. The patient had low BMD (Z score ≤ −2.0). (C) Model (chest radiography [CXR]–BMD) output shows the predicted raw BMD and Z score in comparison with the DXA reference standard, together with interpretability analyses using Shapley additive explanations (SHAP) and gradient-weighted class activation maps. The patient was classified as having low BMD, consistent with the reference standard. AM = age-matched, DEXA = dual-energy x-ray absorptiometry, RM2 = room 2, SNUH = Seoul National University Hospital, YA = young adult.](https://img.auntminnie.com/mindful/smg/workspaces/default/uploads/2026/04/ai-children-bone-density.0snnf2EJjr.jpg?auto=format%2Ccompress&dpr=2&fit=crop&h=167&q=70&w=250)
