Diagnostic & decision support

Stroke teams treat large-vessel-occlusion ischemic stroke with mechanical thrombectomy while facing a persistent risk that recanalization will be futile at 90 days; risk assessment is a clinical judgment point rather than a consistently available AI-supported step.

PAINIn acute ischemic stroke caused by large vessel occlusion, mechanical thrombectomy is a primary treatment, but the likelihood of futile recanalization at 90 days post-treatment remains high; clinicians need a practical way to assess that risk for patients undergoing thrombectomy.