ML classifiers using statistical and temporal perfusion features from intra-procedural DSA sequences predict no-reflow after EVT with AUC 0.77, outperforming a clinical-variables baseline.
Ensemble machine learning to predict futile recanalization after mechanical thrombectomy based on non-contrast CT imaging Journal of Stroke and Cerebrovascular Diseases
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DSA-NRP: No-Reflow Prediction from Angiographic Perfusion Dynamics in Stroke EVT
ML classifiers using statistical and temporal perfusion features from intra-procedural DSA sequences predict no-reflow after EVT with AUC 0.77, outperforming a clinical-variables baseline.