Rethinking verbal fluency ‐ development of an automated toolkit for analysing traditional and executive task variants

Results provide early support for this automated verbal fluency dashboard in detecting subtle cognitive outcomes, particularly with varying executive demands. By establishing normative data across age groups and integrating findings into an interactive clinical dashboard, this research advances development of sensitive diagnostic tools. Future work will incorporate APOE genotype and clinical populations to validate the dashboard's utility in enhancing dementia diagnostics and care, while establishing clinical feasibility and acceptability.