التحدي
Radiology workload growth outpaced staffing, causing reporting delays and inconsistent second-read coverage.
الحل الذي قدمناه
Piloted AI-assisted triage and detection tools integrated into the existing PACS/RIS, with radiologist-in-the-loop validation.
النتائج
Report turnaround time reduced 34%, critical-finding detection improved 22%, and radiologist satisfaction scores rose significantly.