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Updated: Dec 11, 2025
Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System
Published on: July 11, 2025
Implementation and Impact of a Comprehensive Radiology Report Categorization System on Communication of Important
Eric L Tung1, Elizabeth H Dibble2, Gaurav Jindal2
1Department of Diagnostic Imaging, The Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, Rhode Island.
Purpose:
Effective communication of important imaging results is critical to patient care but difficult to accomplish efficiently. To improve communication at their institution, the authors introduced a radiology report categorization system (RADCAT) that organizes diagnostic imaging reports and uses automated communication systems. The study objectives were to (1) describe RADCAT's design, (2) evaluate its implementation for appropriate imaging, and (3) evaluate the communication of important, nonurgent results with recommended follow-up.
Methods:
This retrospective study was performed in a multihospital adult and pediatric tertiary referral academic health system. The intervention, a radiology report categorization system with five levels of acuity and IT-supported communication workflows, was globally implemented in November 2017. The primary outcomes were the successful implementation of RADCAT to appropriate diagnostic imaging reports and the successful communication of important, nonurgent results with recommended follow-up to ordering providers and patients by the radiology quality assurance team.
Results:
Over 18 months after implementation, 740,625 radiology reports were categorized under the RADCAT system, with 42%, 28%, and 30% from the emergency department, inpatient, and outpatient settings, respectively. A random selection of 100 studies from the 23,718 total reports without RADCAT categorization identified 4 diagnostic radiology reports that erroneously lacked RADCAT grading. In 2019, of the 38,701 studies with nonurgent imaging follow-up recommendations, 38,692 (nearly 100.0%) were successfully communicated to providers or patients on the basis of quality assurance data.
Conclusions:
A comprehensive radiology report categorization system was successfully implemented across a multihospital adult and pediatric health system, demonstrating reliable communication of imaging results with recommendations for nonacute imaging follow-up.
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