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Updated: Jan 30, 2026

Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System
Published on: July 11, 2025
Combined Pathology-Driven Algorithmic Testing and Integrated Reporting for Bone Marrow Examination
Lauren N Pearson1, Jill M Miller1, John H Lunde1
1From the Department of Pathology and ARUP Laboratories, University of Utah, Salt Lake City (Dr Pearson); the Department of Pathology, Oregon Health Sciences University, Portland (Dr Miller); and the Department of Pathology and Laboratory Medicine, University of Vermont Medical Center, Burlington (Drs Lunde, Bryant, Lewis, and Tang). Dr Tang is now retired.
Context.—:
The College of American Pathologists published guideline recommending bone marrow synoptic reporting for hematologic neoplasms.
Objective.—:
To evaluate the impact of pathology-driven algorithmic testing (PDAT) with integrated reporting for bone marrow examination on test utilization, ability to render a specific World Health Organization diagnosis, and clinician satisfaction 1 year after implementation.
Design.—:
We reviewed the hematopathology reports, integrated synoptic reports, and ancillary test results generated during a 12-month period. The initial diagnosis from the hematopathology report was compared with the final diagnosis on the integrated synoptic reports. Test utilization data were compared with a previous year in which ancillary testing was ordered at clinician discretion. Clinicians were anonymously surveyed to assess their satisfaction with PDAT and integrated reporting.
Results.—:
Integrated reporting resulted in a World Health Organization diagnosis for 80 of 85 cases (94%) compared with 54 (64%) for the hematopathology report alone. Unnecessary testing decreased from 45% pre-PDAT (124 of 274 cases) to 0.7% PDAT (2 of 268 cases), and PDAT resulted in fewer omissions of necessary tests. Clinicians preferred PDAT and valued integrated reporting for a variety of reasons, including the ease of finding relevant prognostic information.
Conclusions.—:
Pathology-driven algorithmic testing with integrated reporting improves the pathologist's ability to render a specific World Health Organization diagnosis and improves test utilization. Clinicians prefer PDAT to clinician-ordered testing. This is the first study to examine how synoptic reporting can modify hematologic diagnoses.
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