Can AI Extract Echo Report Data as Accurately as Expert Annotation?
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By
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Kerri Miller
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June 26, 2026
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5 min
By
Kerri Miller
June 26, 2026
New PrIME-LLM benchmark shows strong diagnostic accuracy but persistent gaps in clinical reasoning across 21 large language models
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An interpretable machine-learning model classified angiographic coronary artery disease in patients referred for coronary angiography, but high disease prevalence and unclear inflammatory signals limited clinical interpretation.
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Fundus-based model showed moderate-to-good accuracy and improved performance when combined with clinical risk factors in a high-risk cohort
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