Confidential
This work is covered by a confidentiality agreement, so I can’t name the technology or share specific results here. I’m happy to talk about my approach in an interview, within what the agreement allows.
What I did
I defined the success criteria the technology had to meet before clinical use: accuracy against confirmed diagnoses, the largest acceptable performance gap between patient groups, and response time.
What clinicians told us
Interviews with clinicians showed that EHR integration and changes to clinical workflow were the main barriers to adoption, more than model accuracy.
Outcome
Development of the technology continued at a startup.