Archive
Consumer devices are generating clinical findings that arrive with no workflow, no reimbursement and no clear owner.
Adenoma detection did not improve at high-performing sites. The subgroup where it did is the finding that matters.
Systems that maintain a complete inventory of deployed models make decisions faster and have far fewer surprises during audit.
Waitlists are long and the tools are cheap. The safety literature is limited to short trials in low-acuity populations.
Six months of open reporting produced no reputational damage, one useful external bug report, and a lot of internal behavior change.
Automation removed a documentation bottleneck that turned out not to be the bottleneck.
Nursing notes are structured, high-volume and regulatory. Ambient capture does not map onto them cleanly.
Models that read eligibility criteria work well. Models that read the patient's chart to check them do not.
Pajama time, note length, click counts and EHR session duration all appear as headline metrics. They frequently disagree.
Draft replies to patient portal messages were clinically sound and read, to patients, as though nobody had actually looked.
Six states have enacted requirements with materially different triggers. Compliance strategy has converged on writing one policy for the toughest.
An analysis of failed scale-ups finds the most common missing ingredient was a person, not a capability.