United StatesHealthcare and life sciences2026 – ongoing

University of Texas Medical Branch

Qualified Health screening for cardiology care gaps

UTMB screening identified potential medication improvements for as many as 1/3 of heart-failure patients, according to Anthropic

WorkingVendor case studyVendor ↗

Problem

Clinical information was scattered across records, making population-wide checks for missed treatment opportunities difficult.

Approach

Qualified Health used Claude Sonnet 4.5 to extract clinical information and apply guideline-based criteria. Cardiologists at UTMB's Sealy Heart and Vascular Institute reviewed flagged patients with supporting records. Clinicians retained responsibility for every decision.

Results

as many as 1/3of heart-failure patients had potential medication-optimization opportunities identified during the first deployment month, according to AnthropicVendor case study[1]

Takeaway

The reported result concerned opportunities for treatment review. Improved patient outcomes were not reported.

Sources

Qualified Health and the University of Texas System use Claude to identify patients who need life-saving care
Anthropic2026Vendor publication

Source summaries

[1]Anthropic2026

Anthropic described deployed cardiology screening and clinician review at UTMB. It reported potential medication improvements for as many as 1/3 of heart-failure patients in the first month.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026