Radiomic features

Biomarker

2 papers2 findings

  • Humans2

Associations

2

Cortical bone free water T1

upin humans1

1 study
  1. Radiomic features are associated with cortical bone free water T1 in humans.

    “Significant correlations were observed between radiomic features of leg muscles and both age and cortical bone free water T1 values.”

    Humansn = 34

    Exploring age-related changes in bone and muscle: Insights from radiomics and MRI

    Journal of medical imaging and radiation sciences21 Feb 2026

More on Cortical bone free water T1

Chronological age

upin humans1

1 study
  1. Chronological age is associated with radiomic features in humans (r > 0.4, p < 0.01).

    “Significant correlations were observed between radiomic features of leg muscles and both age and cortical bone free water T1 values.”

    Humansn = 34

    Exploring age-related changes in bone and muscle: Insights from radiomics and MRI

    Journal of medical imaging and radiation sciences21 Feb 2026

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MRI patterns helped predict muscle strength in adults

In 141 adults, MRI fat patterns predicted strength with a model-fit score of 0.64, versus 0.42 for muscle size alone.In 141 adults, MRI fat patterns predicted strength with a model-fit score of 0.64, versus 0.42 for muscle size alone.

Preprint: cross-sectional study of 141 peopleMuscle strength