In the Dayton-area region, patients often cycle through urgent care, primary care follow-ups, imaging centers, and hospital systems—sometimes within the same week. Those handoffs matter. Diagnostic mistakes frequently occur when:
- test results aren’t acted on promptly after an imaging or lab report returns
- follow-up instructions are unclear or not carried out
- symptoms are attributed to the “most likely” cause too early
- imaging or lab outputs are interpreted incorrectly or not reconciled with the patient’s reported symptoms
When an automated tool is part of triage, documentation, imaging assistance, or clinical decision support, the failure mode can be more subtle: clinicians may treat a recommendation as confirmatory rather than as one input that requires verification.


