Enhanced value of chest computed tomography radiomics features in breast density classification.

ABSTRACT: This study investigates the correlation between chest computed tomography (CT) radiomics features and breast density classification, and aiming to develop an automated radiomics model for breast density assessment using chest CT images. The diagnostic performance was evaluated to establish a CT-based alternative for breast density classification in clinical practice. A retrospective analysis was conducted on patients who underwent both mammography and chest CT scans. The breast density classification results based on mammography images were used to guide the development of CT-based breast density classification models. Radiomic features were extracted from breast regions of interest (ROIs) segmented on chest CT images. The diagnostic performance was evaluated to establish a CT-based altern

SUBMITTER: Zhou W 

PROVIDER: S-EPMC12436606 | biostudies-literature | 2025 Sep

REPOSITORIES: biostudies-literature