Lung nodule volumetry: Segmentation algorithms within the same software package cannot be used interchangeably

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Abstract

Objective: We examined the reproducibility of lung nodule volumetry software that offers three different volumetry algorithms. Methods: In a lung cancer screening trial, 188 baseline nodules >5 mm were identified. Including follow-ups, these nodules formed a study-set of 545 nodules. Nodules were independently double read by two readers using commercially available volumetry software. The software offers readers three different analysing algorithms. We compared the inter-observer variability of nodule volumetry when the readers used the same and different algorithms. Results: Both readers were able to correctly segment and measure 72% of nodules. In 80% of these cases, the readers chose the same algorithm. When readers used the same algorithm, exactly the same volume was measured in 50% of readings and a difference of >25% was observed in 4%. When the readers used different algorithms, 83% of measurements showed a difference of >25%. Conclusion: Modern volumetric software failed to correctly segment a high number of screen detected nodules. While choosing a different algorithm can yield better segmentation of a lung nodule, reproducibility of volumetric measurements deteriorates substantially when different algorithms were used. It is crucial even in the same software package to choose identical parameters for follow-up. © The Author(s) 2010.

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Ashraf, H., De Hoop, B., Shaker, S. B., Dirksen, A., Bach, K. S., Hansen, H., … Pedersen, J. H. (2010). Lung nodule volumetry: Segmentation algorithms within the same software package cannot be used interchangeably. European Radiology, 20(8), 1878–1885. https://doi.org/10.1007/s00330-010-1749-z

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