Vessels.Carotid plaque and vessel wall imaging across MRI, CT angiography and ultrasound, and where automated plaque quantification changes what we can measure.
Hemorrhage.Radiomic and shape markers on admission CT that predict hematoma expansion and outcome in intracerebral hemorrhage, tested in multicenter trial cohorts.
Aging brain.Imaging biomarkers of neurodegeneration, including limbic-predominant age-related TDP-43 encephalopathy (LATE).
Reporting.Language models for report drafting and clinical decision support, judged by real-world evaluation and how well they fit the workflow.
Teaching.Tailored language models and extended reality for neuroradiology trainees.