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Brain Infarct Segmentation and Registration on MRI or CT for Lesion-symptom Mapping
Published on: September 25, 2019
Exposing hidden truncation-related errors in acute stroke perfusion imaging
W A Copen1, A R Deipolyi2, P W Schaefer2
1From the Departments of Radiology (W.A.C., A.R.D., P.W.S., R.G.G., O.W.) wcopen@partners.org.
Background And Purpose:
The durations of acute ischemic stroke patients' CT or MR perfusion scans may be too short to fully sample the passage of the injected contrast agent through the brain. We tested the potential magnitude of hidden errors related to the truncation of data by short perfusion scans.
Materials And Methods:
Fifty-seven patients with acute ischemic stroke underwent perfusion MR imaging within 12 hours of symptom onset, using a relatively long scan duration (110 seconds). Shorter scan durations (39.5-108.5 seconds) were simulated by progressively deleting the last-acquired images. CBV, CBF, MTT, and time to response function maximum (Tmax) were measured within DWI-identified acute infarcts, with commonly used postprocessing algorithms. All measurements except Tmax were normalized by dividing by the contralateral hemisphere values. The effects of the scan duration on these hemodynamic measurements and on the volumes of lesions with Tmax of >6 seconds were tested using regression.
Results:
Decreasing scan duration from 110 seconds to 40 seconds falsely reduced perfusion estimates by 47.6%-64.2% of normal for CBV, 1.96%-4.10% for CBF, 133%-205% for MTT, and 6.2-8.0 seconds for Tmax, depending on the postprocessing method. This truncation falsely reduced estimated Tmax lesion volume by 71.5 or 93.8 mL, depending on the deconvolution method. "Lesion reversal" (ie, change from above-normal to apparently normal, or from >6 seconds to ≤6 seconds for the time to response function maximum) with increasing truncation occurred in 37%-46% of lesions for CBV, 2%-4% for CBF, 28%-54% for MTT, and 42%-44% for Tmax, depending on the postprocessing method.
Conclusions:
Hidden truncation-related errors in perfusion images may be large enough to alter patient management or affect outcomes of clinical trials.
Insights
Short perfusion scans in acute ischemic stroke can cause significant hidden errors in imaging measurements, potentially impacting patient care and clinical trial results. Optimizing scan duration is crucial for accurate stroke assessment.
Area of Science:
- Neuroimaging
- Radiology
- Stroke Medicine
Background:
- Acute ischemic stroke assessment relies on perfusion imaging.
- Current CT or MR perfusion scan durations may be insufficient for complete contrast agent transit analysis.
Purpose of the Study:
- To evaluate the impact of truncated perfusion scan durations on key hemodynamic parameters.
- To quantify potential hidden errors in acute ischemic stroke imaging due to short scan times.
Main Methods:
- Perfusion MR imaging was performed on 57 acute ischemic stroke patients with a long scan duration (110s).
- Simulated shorter scan durations were created by image data deletion.
- Cerebral blood volume (CBV), cerebral blood flow (CBF), mean transit time (MTT), and time to response function maximum (Tmax) were measured and analyzed.
Main Results:
- Reduced scan durations led to significant underestimations of CBV (47.6%-64.2%), MTT (133%-205%), and Tmax (6.2-8.0s).
- Estimated Tmax lesion volume was falsely reduced by 71.5-93.8 mL.
- Truncation caused "lesion reversal" in a substantial percentage of cases across all measured parameters.
Conclusions:
- Truncation errors in perfusion imaging can be substantial.
- These hidden errors may significantly influence clinical decisions and outcomes in acute ischemic stroke management.
- The findings highlight the need for adequate perfusion scan durations in stroke imaging.
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