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									AI in healthcare: Vanderbilt AI tool finds statin barriers in clinical notes - Industry, Influence, and freedom to Innovate				            </title>
            <link>https://mihealthfreedom.org/community/industry-influence-on-state-health-policy-2/ai-in-healthcare-vanderbilt-ai-tool-finds-statin-barriers-in-clinical-notes/</link>
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                        <title>AI in healthcare: Vanderbilt AI tool finds statin barriers in clinical notes</title>
                        <link>https://mihealthfreedom.org/community/industry-influence-on-state-health-policy-2/ai-in-healthcare-vanderbilt-ai-tool-finds-statin-barriers-in-clinical-notes/#post-2956</link>
                        <pubDate>Tue, 19 May 2026 23:15:06 +0000</pubDate>
                        <description><![CDATA[AI does have delightful solutions for individual freedom within our healthcare morass.
For instance, it can screen the notoriously long, fine-print insurance plans and spit out how well eac...]]></description>
                        <content:encoded><![CDATA[<p>AI does have delightful solutions for individual freedom within our healthcare morass.</p>
<p>For instance, it can screen the notoriously long, fine-print insurance plans and spit out how well each might fit one's individual needs or susceptibilities.</p>
<p>And how about those statins??</p>
<p>https://www.beckershospitalreview.com/healthcare-information-technology/ai/vanderbilt-ai-tool-finds-statin-barriers-in-clinical-notes/</p>
<p></p>
<p><span style="font-size: 14pt"><strong>Vanderbilt AI tool finds statin barriers in clinical notes</strong></span></p>
<p>Ella Jeffries    |     February 9th, 2026<br /><br />An AI framework developed by Nashville, Tenn.-based Vanderbilt University identified statin intolerance, contraindications and patient deferrals documented in clinical notes for 10% of adult patients.<br /><br />Researchers processed 197,761 clinical notes from 47,192 adult patients using a three-part framework that included a rule-based natural language processing filter with 100% sensitivity, a large language model refinement filter with 97.3% specificity and an LLM-based multicategory classifier, according to a Feb. 9 university news release.<br /><br />The tool flagged statin intolerance in 6.4% of patients, contraindications in 0.7% and deferrals in 2.9%, according to the study published Jan. 1 in the International Journal of Medical Informatics. The AI tool was highly accurate in identifying statin intolerance and performed well in spotting contraindications and cases in which patients declined treatment.<br /><br /><em>At the Becker's 11th Annual IT + Revenue Cycle Conference: The Future of AI &amp; Digital Health, taking place September 14–17 in Chicago, healthcare executives and digital leaders from across the country will come together to explore how AI, interoperability, cybersecurity, and revenue cycle innovation are transforming care delivery, strengthening financial performance, and driving the next era of digital health. Apply for complimentary registration now.</em></p>
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						                            <category domain="https://mihealthfreedom.org/community/industry-influence-on-state-health-policy-2/">Industry, Influence, and freedom to Innovate</category>                        <dc:creator>Abigail Nobel</dc:creator>
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