VIEWER: an extensible visual analytics framework for enhancing mental healthcare.

ABSTRACT:

Objective

A proof-of-concept study aimed at designing and implementing Visual & Interactive Engagement With Electronic Records (VIEWER), a versatile toolkit for visual analytics of clinical data, and systematically evaluating its effectiveness across various clinical applications while gathering feedback for iterative improvements.

Materials and methods

VIEWER is an open-source and extensible toolkit that employs natural language processing and interactive visualization techniques to facilitate the rapid design, development, and deployment of clinical information retrieval, analysis, and visualization at the point of care. Through an iterative and collaborative participatory design approach, VIEWER was designed and implemented in one of the United Kingdom's largest National

SUBMITTER: Wang T 

PROVIDER: S-EPMC12758470 | biostudies-literature | 2026 Jan

REPOSITORIES: biostudies-literature