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ESUS-AI:a machine learning framework to estimate the most likely embolic source in embolic stroke of undetermined source

2026-02-06 neurology Title + abstract only
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Background and PurposeEmbolic stroke of undetermined source (ESUS) emains a major diagnostic challenge in vascular neurology, as a substantial proportion of patients lack an identifiable embolic source despite standardized diagnostic workup. The failure of empiric anticoagulation strategies highlights the need for individualized, mechanism-oriented risk stratification. We aimed to develop a machine learning-based framework to estimate the most likely embolic source in ESUS using routinely availa...

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