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BSREM for Brain Metastasis Detection with 18F-FDG-PET/CT in Lung Cancer Patients
- Publication Year :
- 2022
-
Abstract
- The aim of the study was to analyze the use of block sequential regularized expectation maximization (BSREM) with different β-values for the detection of brain metastases in digital fluorine-18 labeled 2-deoxy-2-fluoro-D-glucose (18F-FDG) PET/CT in lung cancer patients. We retrospectively analyzed staging/restaging 18F-FDG PET/CT scans of 40 consecutive lung cancer patients with new brain metastases, confirmed by MRI. PET images were reconstructed using BSREM (β-values of 100, 200, 300, 400, 500, 600, 700) and OSEM. Two independent blinded readers (R1 and R2) evaluated each reconstruction using a 4-point scale for general image quality, noise, and lesion detectability. SUVmax of metastases, brain background, target-to-background ratio (TBR), and contrast recovery (CR) ratio were recorded for each reconstruction. Among all reconstruction techniques, differences in qualitative parameters were analyzed using non-parametric Friedman test, while differences in quantitative parameters were compared using analysis of variances for repeated measures. Cohen’s kappa (k) was used to measure inter-reader agreement. The overall detectability of brain metastases was highest for BSREM200 (R1: 2.83 ± 1.17; R2: 2.68 ± 1.32) and BSREM300 (R1: 2.78 ± 1.23; R2: 2.68 ± 1.36), followed by BSREM100, which had lower accuracy owing to noise. The highest median TBR was found for BSREM100 (R1: 2.19 ± 1.05; R2: 2.42 ± 1.08), followed by BSREM200 and BSREM300. Image quality ratings were significantly different among reconstructions (p β-value. Inter-reader agreement was particularly high for the detectability of photopenic metastases and blurring (all k > 0.65). BSREM200 and BSREM300 yielded the best results for the detection of brain metastases, surpassing both BSREM400 and OSEM, typically used in clinical practice.
- Subjects :
- Fluorine Radioisotopes
Lung Neoplasms
PET/CT
10255 Clinic for Thoracic Surgery
18F-FDG
Brain metastases
BSREM
Lung cancer
OSEM
Fluorodeoxyglucose F18
Humans
Image Processing, Computer-Assisted
Positron Emission Tomography Computed Tomography
Radiopharmaceuticals
Retrospective Studies
Brain Neoplasms
Image Processing
610 Medicine & health
Computer-Assisted
10043 Clinic for Neuroradiology
1706 Computer Science Applications
2741 Radiology, Nuclear Medicine and Imaging
Radiology, Nuclear Medicine and imaging
3614 Radiological and Ultrasound Technology
Radiological and Ultrasound Technology
10181 Clinic for Nuclear Medicine
Computer Science Applications
10032 Clinic for Oncology and Hematology
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....afd6f346a70570fc42e06586088037e1