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Published on: July 11, 2025
Voice recognition technology implementation in surgical pathology: advantages and limitations.
Meenakshi Singh1, Timothy R Pal
1Department of Pathology, State University of New York at Stony Brook and Stony Brook University Medical Center, Stony Brook, New York 11794-7025, USA. meenakshi.singh@stonybrook.edu
Archives of Pathology & Laboratory Medicine
|October 29, 2011
Summary
Implementing voice recognition technology (VRT) in surgical pathology streamlines workflows, reduces turnaround times for case sign-out, and enhances resident education. This technology offers significant practice improvements.
Area of Science:
- Pathology
- Medical Technology
- Health Informatics
Background:
- Voice recognition technology (VRT) has advanced significantly, making it suitable for consideration in surgical pathology.
- Traditionally, medical transcription has relied on transcriptionists, but VRT offers a modern alternative.
Purpose of the Study:
- To assess the feasibility and impact of transitioning from transcriptionists to VRT in surgical pathology.
- To evaluate VRT's effect on key performance indicators within a surgical pathology setting.
Main Methods:
- A phased evaluation of VRT was conducted for general and subspecialty surgical pathology case sign-out, following a pilot study.
- Key metrics analyzed included turnaround time, workflow efficiency, staffing adjustments, typographical error rates, and VRT adaptability.
Main Results:
- Stepwise VRT implementation led to real-time case sign-out and improved average turnaround time from 4 to 3 days.
- The proportion of cases signed out within 1 day increased from 22% to 37%, with decreased amendment rates for typographical errors.
- VRT facilitated the use of templates and synoptic reports, enabled staff reassignment, and positively impacted resident education through direct case sign-out involvement.
Conclusions:
- Voice recognition technology integration enables a seamless surgical pathology workflow, enhancing turnaround times.
- VRT positively impacts competency-based resident education and offers potential practice-wide benefits.
- Surgical pathology practices can evaluate and implement VRT to optimize various aspects of their operations.
