Small hospitals are being priced out of clinical AI, and the gap is measurable
Adoption at critical access hospitals trails large systems by a factor of five. The barrier is rarely the license fee.
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Adoption at critical access hospitals trails large systems by a factor of five. The barrier is rarely the license fee.
Ethicists argue that burying model disclosure in admission paperwork satisfies a legal requirement and defeats the purpose.
Point-of-care question answering is now routine at several academic centers. The citation behavior is where the disagreements live.
An audit found the strongest feature was distance to clinic, and the resulting overbooking policy fell hardest on the patients least able to absorb it.
A review of 340 cleared devices found continuous real-world performance monitoring in fewer than one in ten deployments.
Real-time interpretation is filling a genuine shortage. The evidence base for high-stakes clinical use has not kept pace.
When variant interpretation drops from weeks to hours, the bottleneck moves to the conversation about what to do with the result.
The performance was real. The absence of a regulatory pathway, an integration, and anyone to sue was decisive.
Generated notes score well on completeness rubrics designed for human writing. Chart review suggests the rubrics no longer discriminate.
Contracts increasingly specify what happens when a tool is retired: data return, output archival, and a defined wind-down that does not require the vendor's cooperation.
A long-running mammography program reports its first durable change in recall rates — downward, after an initial rise that took eighteen months to reverse.
Symptom triage tools are being evaluated on accuracy. A study of what patients actually did afterward finds a weak relationship.