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Updated: Sep 29, 2025

Cardiac Magnetic Resonance for the Evaluation of Suspected Cardiac Thrombus: Conventional and Emerging Techniques
Published on: June 11, 2019
Assessment of three MR perfusion software packages in predicting final infarct volume after mechanical thrombectomy
Alexandre Bani-Sadr1,2, Tae-Hee Cho3, Matteo Cappucci4
1Neuroradiology, Hospices Civils de Lyon, Bron, France apbanisadr@gmail.com.
Aims:
To evaluate the performance of three MR perfusion software packages (A: RAPID; B: OleaSphere; and C: Philips) in predicting final infarct volume (FIV).
Methods:
This cohort study included patients treated with mechanical thrombectomy following an admission MRI and undergoing a follow-up MRI. Admission MRIs were post-processed by three packages to quantify ischemic core and perfusion deficit volume (PDV). Automatic package outputs (uncorrected volumes) were collected and corrected by an expert. Successful revascularization was defined as a modified Thrombolysis in Cerebral Infarction (mTICI) score ≥2B. Uncorrected and corrected volumes were compared between each package and with FIV according to mTICI score.
Results:
Ninety-four patients were included, of whom 67 (71.28%) had a mTICI score ≥2B. In patients with successful revascularization, ischemic core volumes did not differ significantly from FIV regardless of the package used for uncorrected and corrected volumes (p>0.15). Conversely, assessment of PDV showed significant differences for uncorrected volumes. In patients with unsuccessful revascularization, the uncorrected PDV of packages A (median absolute difference -40.9 mL) and B (median absolute difference -67.0 mL) overestimated FIV to a lesser degree than package C (median absolute difference -118.7 mL; p=0.03 and p=0.12, respectively). After correction, PDV did not differ significantly from FIV for all three packages (p≥0.99).
Conclusions:
Automated MRI perfusion software packages estimate FIV with high variability in measurement despite using the same dataset. This highlights the need for routine expert evaluation and correction of automated package output data for appropriate patient management.
Insights
Automated MRI software for stroke imaging shows high variability in predicting final infarct volume. Expert correction of perfusion deficit volume is crucial for accurate patient management after mechanical thrombectomy.
Area of Science:
- Neurology
- Radiology
- Medical Imaging
Background:
- Mechanical thrombectomy is a key treatment for acute ischemic stroke.
- Accurate estimation of infarct volume is critical for treatment decisions and prognosis.
- MR perfusion imaging plays a vital role in assessing brain tissue viability.
Purpose of the Study:
- To compare the performance of three automated MR perfusion software packages (RAPID, OleaSphere, Philips) in predicting final infarct volume (FIV).
- To evaluate the impact of expert correction on the accuracy of these software packages.
Main Methods:
- A cohort of 94 patients undergoing mechanical thrombectomy was included.
- Admission MRIs were processed by three software packages to quantify ischemic core and perfusion deficit volume (PDV).
- Uncorrected and expert-corrected volumes were compared with FIV, considering successful revascularization (mTICI score ≥2B).
Main Results:
- Ischemic core volumes did not significantly differ from FIV in successfully revascularized patients.
- Uncorrected PDV showed significant differences from FIV, with varying degrees of overestimation across packages in unsuccessful revascularization.
- Expert correction of PDV rendered all packages' outputs non-significantly different from FIV.
Conclusions:
- Automated MR perfusion software exhibits significant variability in estimating FIV.
- Routine expert evaluation and correction of automated software outputs are essential for reliable patient management in stroke care.
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