Development and validation of a nonenhanced CT based radiomics model to detect brown adipose tissue

作者：Junhao Li, Rui Zuo, U. Joseph Schoepf, Joseph P. Griffith, Shiyao Wu, Changsheng Zhou, Xingzhi Chen, Weixiong Tan, Zhen Zhou, Hong Gao, Longjiang Zhang, Guifen Yang · 发表于：Theranostics · 年份：2023 · DOI：10.7150/thno.81789 · 被引用次数：14 · 研究领域：Adipose Tissue and Metabolism、Cardiovascular Disease and Adiposity、Adipokines, Inflammation, and Metabolic Diseases

We developed and validated a nonenhanced CT based reliable radiomics model for detecting BAT with PET-CT findings as reference standard. Radiomics signatures from nonenhanced CT can reliably detect BAT and have promising potential to be used in routine clinical settings. Importantly, our study showed that patients with BAT had less cardiovascular calcification.