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April 19, 2026PLoS ONE1 citationsOpen Access

Repeatability of automated body composition measurement on low dose chest CT in male subjects

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SBStijn BunkEBEdwin BenninkGSGrigory Sidorenkov

Key Points

  • To identify the most repeatable automated methods for measuring body composition using low dose chest CT scans in males.
  • Analyzed areas of skeletal muscle and subcutaneous adipose tissue in CT scans.
  • Compared three machine learning methods: truncated FOV, compensated FOV, and extended FOV.
  • Used Bland-Altman plots and paired T-tests to assess repeatability.
  • Mean skeletal muscle areas were similar for truncated and extended FOV but lower for compensated FOV.
  • SAT areas were highest with extended FOV compared to the other methods.
  • Extended FOV was the second-most repeatable method, while compensated FOV had the highest repeatability but underestimated SAT.

Abstract

Background The objective was to determine the most repeatable of three automated body composition methods applied to baseline and short-term follow-up chest CT scans. Methods Areas of skeletal muscle and subcutaneous adipose tissue (SAT) were analyzed in a 1 mm slice close to the aortic arch in a subset of males from the NELSON lung cancer screening trial with baseline and 3–4 month repeat CT scan. We compared three pre-existing machine learning methods we call: truncated field of view (FOV), compensated FOV , and extended FOV , of which the last two can deal with non-overlapping FOV in scans. Repeatability was assessed using Bland-Altman plots and paired T-tests. Results Of 562 males the median (interquartile range) age was 60.8 (56.3–64.8) years. Mean skeletal muscle areas were similar for truncated ( 212 cm²) and extended FOV ( 211 cm²), and slightly lower for compensated FOV ( 208 cm²) ( p < 0.001). SAT areas were higher with extended FOV (156 cm²) compared to truncated (132 cm²) and compensated FOV (125 cm²) ( p < 0.001). A small systematic longitudinal difference in skeletal muscle was observed for extended FOV (mean±SD 1.7 ± 17.3 cm 2 , p = 0.017). Limits of agreement for skeletal muscle area were −18.9% to 20.4% for truncated FOV , −11.1% to 11.6% for compensated FOV , and −16.7% to 18.2% for extended FOV . Corresponding values for SAT area were −37.3% to 38.3%,-30.2% to 29.3%, and −29.1% to 29.9%. Conclusion Extended FOV had the second-most repeatable measurements and was unaffected by FOV cutoff. Compensated FOV was most repeatable, but underestimated SAT.

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Cite This Study

Bunk et al. (2026) studied this question.

synapsesocial.com/papers/69e4734c010ef96374d8f256https://doi.org/10.1371/journal.pone.0332004
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