A clinically-informed preprocessing pipeline improves CT-based ischemic stroke lesion segmentation by 38% Dice over baseline nnU-Net, and further by 21% with CTA vessel maps.
Cochrane Database Syst Rev 4, CD007424 (2009)
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Clinically-Informed Preprocessing Improves Stroke Segmentation in Low-Resource Settings
A clinically-informed preprocessing pipeline improves CT-based ischemic stroke lesion segmentation by 38% Dice over baseline nnU-Net, and further by 21% with CTA vessel maps.