• How much subspecialization do we really need in radiology? AuntMinnieEurope, 2025.
• Seven Challenges in Radiology Practice. Journal of the American College of Radiology, 2024.
• AI solutions to the radiology workforce shortage. npj Health Systems, 2025.
• Radiologist Workforce Projections 2023-2055. Neiman Health Policy Institute, 2025.
• Association Between Practice Closure and Subsequent Subspecialization. JACR, 2025.
• Subspecialization in radiology – Is it time to hatch out of the cocoon? PMC, 2017.
Current workflow
Natural voice
Radiologists speak findings naturally while the platform handles structure, punctuation, and review.
Structured reports
Templates and fields preserve modality standards without blocking physician edits before signature.
Governance
Real adoption depends on access control, auditability, privacy, integrations, and operational traceability.