AI Article Synopsis

  • The study aimed to evaluate if a Bayesian penalised likelihood reconstruction (BPL) method improves the quality of imaging in assessing mediastinal nodal disease in non-small cell lung cancer (NSCLC) compared to the traditional ordered subset expectation maximum (OSEM) method.
  • Key findings indicated that BPL significantly enhanced signal-to-background ratio (SBR), signal-to-noise ratio (SNR), and standardized uptake values (SUV) in mediastinal nodes without improving overall accuracy for detecting nodal involvement.
  • Despite improvements in visual sensitivity with BPL, the accuracy metrics did not show significant differences between the two methods, suggesting that while BPL is better in certain aspects, it does not necessarily translate to better diagnostic accuracy.

Article Abstract

Purpose: To investigate whether using a Bayesian penalised likelihood reconstruction (BPL) improves signal-to-background (SBR), signal-to-noise (SNR) and SUV when evaluating mediastinal nodal disease in non-small cell lung cancer (NSCLC) compared to ordered subset expectation maximum (OSEM) reconstruction.

Materials And Methods: 18F-FDG PET/CT scans for NSCLC staging in 47 patients (112 nodal stations with histopathological confirmation) were reconstructed using BPL and compared to OSEM. Node and multiple background SUV parameters were analysed semi-quantitatively and visually.

Results: Comparing BPL to OSEM, there were significant increases in SUV (mean 3.2-4.0, p<0.0001), SBR (mean 2.2-2.6, p<0.0001) and SNR (mean 27.7-40.9, p<0.0001). Mean background SNR on OSEM was 10.4 (range 7.6-14.0), increasing to 12.4 (range 8.2-16.7, p<0.0001). Changes in background SUVs were minimal (largest mean difference 0.17 for liver SUV, p<0.001). There was no significant difference between either algorithm on receiver operating characteristic analysis (p=0.26), although on visual analysis, there was an increase in sensitivity and small decrease in specificity and accuracy on BPL.

Conclusion: BPL increases SBR, SNR and SUV of mediastinal nodes in NSCLC compared to OSEM, but did not improve the accuracy for determining nodal involvement.

Key Points: • Penalised likelihood PET reconstruction was applied for assessing mediastinal nodes in NSCLC. • The new reconstruction generated significant increases in signal-to-background, signal-to-noise and SUVmax. • This led to an improvement in visual sensitivity using the new algorithm. • Higher SUV thresholds may be appropriate for semi-quantitative analyses with penalised likelihood.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4898597PMC
http://dx.doi.org/10.1007/s00330-016-4253-2DOI Listing

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