Data Analysis
Reviewed and published by trentmaziarz, July 11, 2026. Discovered and drafted by our automated research pipeline.
UMass Memorial Health uses AI to help prioritize radiology imaging studies that are most likely to contain urgent findings, so radiologists can review the highest-risk scans first.
Details
The health system's CEO cited this as an active deployment alongside ambient documentation and AI coding. Separately, a UMass Memorial radiologist presented findings at RSNA 2024 showing that AI scoring can prioritize mammography interpretation lists to reduce turnaround times for potential breast cancer cases. The specific AI system or vendor used for general imaging prioritization was not identified in available sources.
Products affected
Radiology AI prioritization system (vendor unspecified)
Sources & Evidence
News Article
Other practices by UMass Memorial Health
OtherUMass Memorial Health offers MRI scans through its Shields Health partnership that use AI-powered image reconstruction technology to reduce scan time while maintaining image quality.ProductivityUMass Memorial Health uses AI to automatically assign billing codes for radiology procedures, raising its automated coding rate in the radiology department from approximately 70% to 86%.Data AnalysisUMass Memorial Health integrated AEYE Health's AEYE-DS, an autonomous AI diagnostic tool, into its electronic medical record system in 2024 to screen diabetic patients for eye disease during primary care visits.
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