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Updated: Feb 6, 2026

Automated Segmentation of Cortical Grey Matter from T1-Weighted MRI Images
Published on: January 7, 2019
Improved beta-amyloid PET reproducibility using two-phase acquisition and grey matter delineation
Otakar Belohlavek1, Monika Jaruskova2, Magdalena Skopalova2
1Department of Nuclear Medicine - PET Centre, Na Homolce Hospital, Roentgenova 37/2, 150 30, Prague 5, Czech Republic. otakar.belohlavek@homolka.cz.
The new grey matter edges (GM-EDGE) method significantly improved the reproducibility of flutemetamol (FMM) PET scans for amyloid positivity detection compared to the standard visual reporting (STD) method. This enhances diagnostic confidence and agreement among physicians.
Area of Science:
- Neuroimaging
- Nuclear Medicine
- Radiochemistry
Background:
- Flutemetamol (FMM) Positron Emission Tomography (PET) is used for amyloid detection in neurodegenerative diseases.
- Standard visual reporting (STD) methods for FMM PET have limitations in reproducibility.
- Improving the reliability of FMM PET interpretation is crucial for accurate diagnosis.
Purpose of the Study:
- To evaluate if a novel grey matter edges (GM-EDGE) method improves the reproducibility of flutemetamol (FMM) PET interpretation compared to the standard visual reporting (STD) method.
- To assess the impact of the GM-EDGE method on inter-rater agreement and subjective confidence in amyloid positivity classification.
Main Methods:
- 121 patients with mild cognitive impairment underwent two-phase FMM PET scans.
- Five nuclear medicine physicians independently evaluated scans using both STD and GM-EDGE methods.
- Amyloid positivity was assessed using a five-point scale and binary classification, with subjective confidence ratings.
Main Results:
- The GM-EDGE method demonstrated higher inter-rater reliability (Cohen's kappa: 0.76-0.89 vs. 0.63-0.73; ICC: 0.91 vs. 0.84) and binary classification agreement (91.6% vs. 80.8%) compared to the STD method.
- Physicians reported significantly greater subjective confidence when using the GM-EDGE method.
- The GM-EDGE method showed improved agreement for both quantitative and qualitative assessments of amyloid positivity.
Conclusions:
- The GM-EDGE method significantly enhances inter-rater agreement and subjective confidence in flutemetamol PET interpretation for amyloid detection.
- This novel method is easily implementable in clinical practice, particularly when utilizing the perfusion phase.
- The GM-EDGE method offers a more reproducible and reliable approach to FMM PET analysis.
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