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Updated: Jun 28, 2026

Brain Infarct Segmentation and Registration on MRI or CT for Lesion-symptom Mapping
Published on: September 25, 2019
Accuracy and Variability of Spatial Localization of Infarct Core Predicted by CT Perfusion
Inka K Berglar1, Levin M Moser1,2, Shervin Kamalian1
1Department of Radiology, Massachusetts General Hospital, Boston, MA.
Objective:
In patients with acute ischemic stroke, CT perfusion (CTP)-derived infarct core is valuable for prognostication, triage and transfer decision-making, and for informing studies of emerging therapeutic targets. In this study, we compare the accuracy and variability of the infarct core predicted by 2 FDA-cleared CTP programs, using diffusion-weighted MRI (DWI) as the reference standard.
Methods:
We analyzed 61 stroke patients who underwent admission CTP and DWI within 90 minutes. Infarct core was estimated using relative cerebral blood flow thresholds and compared with DWI-derived ground truth. After coregistration of CTP and DWI, Dice similarity coefficients were calculated to quantify the topographic concordance of the infarct core.
Results:
The CTP-determined infarct core volumes were significantly correlated with DWI but demonstrated substantial variability and bias. Our results showed limited topographic overlap, with median dice scores of 0.367 (CTP-A) and 0.289 (CTP-B). However, in patients with larger infarcts (volumes ≥50 mL), CTP provides more reliable estimates of spatial agreement, reaching median Dice scores of 0.61 (CTP-A) and 0.47 (CTP-B).
Conclusions:
Although these findings show a generally low accuracy of CTP estimation, they suggest that CTP may offer clinically meaningful insights for decision-making in the large-core setting and inform the design of future trials.
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