Assessment of body composition and prediction of infectious pancreatic necrosis via non-contrast CT radiomics and deep learning.

Journal: Frontiers in microbiology
Published Date: Dec 13, 2024

Abstract

AIM: The current study aims to delineate subcutaneous adipose tissue (SAT), visceral adipose tissue (VAT), the sacrospinalis muscle, and all abdominal musculature at the L3-L5 vertebral level from non-contrast computed tomography (CT) imagery using deep learning algorithms. Subsequently, radiomic features are collected from these segmented images and subjected to medical interpretation.

Authors

  • Bingyao Huang
    Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China.
  • Yi Gao
    Department of Laboratory Medicine, Shengjing Hospital of China Medical University, Shenyang, China.
  • Lina Wu
    Department of Laboratory Medicine, Shengjing Hospital of China Medical University, Shenyang, China.

Keywords

No keywords available for this article.

External Resources

Popular Topics
Recent Journals