HealthcareSupervised tabular risk prediction with post-hoc explainabilityvalidated retrospectively with internal and temporal validation cohorts and deployed as a web application; clinical impact and prospective workflow validation are not established in the abstract.

Explainable ML web app to predict futile recanalization after mechanical thrombectomy

A web tool uses patient data to estimate whether reopening a blocked brain artery after stroke treatment is unlikely to lead to good recovery, and shows doctors which factors drove the prediction.

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