Enabling near real time use of wildlife necropsy data: Text-mining approaches to derive interactive dashboard displays.

ABSTRACT: Manual review of necropsy records through close reading and collation is a time-consuming process, leading to delays in knowledge acquisition, communication of findings, and subsequent actions. Text-mining techniques offer a means to reduce these barriers by automating the extraction of information from large volumes of free-text clinical reports, minimizing the need for manual review. Additionally, interactive dashboards enable end users to interrogate data dynamically, tailoring analyses to their specific needs and objectives. Here, we describe the principles underlying an application designed to extract and visualize information from free-text necropsy records within the Wildbase Pathology register. Reflecting the structure of a traditional necropsy review-where each record is examined

SUBMITTER: Saverimuttu S 

PROVIDER: S-EPMC12448955 | biostudies-literature | 2025

REPOSITORIES: biostudies-literature