Your Organization: University of California, Berkeley
Organization Type: University
What Other Organizations Would Benefit From This Feature:
Describe the Feature: AI to help draft decision tables and data collection forms for clinical decision support
What “Pain Point” Does The Proposed Feature Address: Most CHWs have limited training. A hard-coded set of forms can provide guidance, but is costly to set up and soon becomes obsolete.
Proposed Solution: My team is trying to build AI solutions that integrate with CHT in supporting CHWs. Our approach uses AI to create a first draft of clinical data collection and decision tables based solely on local guidelines. Doctors review these easy-to-read tables prior to deployment. At runtime, all logic uses XLSForms that are deterministic and fully on-device. The same AI makes it easy to update guidelines for MD review.
Do you have funding to cover external developers? No
Do You Have Resources (Designers, Developers, PMs) Available: We have programmers and a few MD advisors
Links To Supporting Information / Uploads: Here is an intro presentation on our approach https://docs.google.com/presentation/d/1SmqO7DsOxOqPRm1c955rfMqvDYnuxKB2VF9VeCM6cDQ/edit?usp=sharing