Overview
With Gillings Innovation Lab (GIL) support for RLEF Data Generation, we study how structured feedback from practicing clinicians can improve AI-generated clinical cases used for training and evaluation. Daktari-DX is the clinician-facing interface built with CFK Africa that clinicians use to review AI-generated cases and contribute local clinical knowledge.
What we are studying
- Whether structured clinician feedback improves the clinical accuracy of AI-generated case vignettes
- How to collect and aggregate local clinical knowledge through a review interface
- Evaluation frameworks for AI-generated clinical scenarios
Status
Active research. GIL funding for RLEF Data Generation ended 30 June 2026; the research line continues through Daktari-DX. No model developed in this work has demonstrated clinical effectiveness, and none is presented as a deployed clinical tool.
Read more about Daktari-DX on our Tools page.