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Updated: Sep 9, 2026

Non-invasive Imaging and Analysis of Cerebral Ischemia in Living Rats Using Positron Emission Tomography with 18F-FDG
Published on: December 28, 2014
MRI-guided versus OSEM Amyloid Brain PET Reconstruction for Reader Agreement, Visual Consistency, and Diagnostic
Yu Cai1,2, Chen Lin2, Manoj Jain2
1Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging & Interventional Radiology, Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China.
Abstract:
Background Ordered-subset expectation-maximization (OSEM) PET reconstruction is limited by spatial resolution and partial-volume effects, contributing to interreader variability and false positives and highlighting the need for more comprehensive alternative approaches. Purpose To evaluate whether MRI-guided brain PET reconstruction improves inter-reader agreement, visual consistency, diagnostic performance, and Centiloid (CL)-based quantitative separation of amyloid status compared with OSEM reconstruction. Materials and Methods In this retrospective multireader diagnostic accuracy study conducted at a single institution, consecutive brain fluorine 18 (18F)-florbetapir PET/MRI scans (September 2019 to December 2024) were analyzed. For each scan, OSEM and MRI-guided PET reconstructions were generated. Four blinded readers independently interpreted both reconstructions in separate sessions, recording amyloid status (β-amyloid [Aβ]-/Aβ+), diagnostic confidence (three-point scale), and image quality (five-point scale). The consensus-derived reference standard (Aβ-/Aβ+) was not fully independent. Diagnostic performance was assessed using generalized linear mixed-effects models. Interreader agreement was assessed using Fleiss κ, and quantitative measures (CL values and standardized uptake value ratios) were compared between reconstructions. P values were adjusted for multiple comparisons. Results A total of 120 patients (120 scans; median age, 74.8 years [IQR, 68.7-78.3 years]; 66 males) were included. MRI-guided reconstruction improved interreader agreement for amyloid status (Fleiss κ, 0.91 vs 0.79; absolute increase, 0.12 [95% CI: 0.05, 0.20]; P < .001), with greatest improvement in the posterior cingulate cortex and precuneus (κ, 0.82 vs 0.74; P = .03). Specificity improved from 91.6% (95% CI: 85.7, 96.5) to 99.2% (95% CI: 98.4, 99.7), reducing false positives from 8.1% (14 of 166) to 0.8% (two of 168) (P < .001) relative to the reference standard. CL separation was preserved between Aβ- and Aβ+ groups (MRI-guided: -4.24 vs 89.74; OSEM: 0.84 vs 89.0; both P < .001), with lower median CL values in Aβ- scans (-4.24 vs 0.84; P = .01). Conclusion MRI-guided amyloid brain PET reconstruction showed higher interreader agreement and fewer false-positive classifications than OSEM reconstruction and preserved CL-based separation between the Aβ- and Aβ+ groups. © RSNA, 2026 Supplemental material is available for this article. See also the editorial by Bedmutha in this issue.