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Repeatability of automated body composition measurement on low dose chest CT in male subjects
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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.
Public Library of Science (PLoS)
Title: Repeatability of automated body composition measurement on low dose chest CT in male subjects
Description:
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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