Utility of Multiparametric Breast MRI Radiomics to Predict Cyclin D1 and TGF-β1 Expression - Zheng, Mengying; Xu, Jiaqi; Yu, Shujie; Zhao, Zhenhua; Zhang, Yu; Wei, Mingzhu (Journal of computer assisted tomography, 2025)
Keywords: Adult; Aged; Breast - diagnostic imaging; Breast Neoplasms - diagnostic imaging; Breast Neoplasms - metabolism; Cyclin D1 - metabolism; Female; Humans; Machine Learning; Magnetic Resonance Imaging - methods; Middle Aged; Multiparametric Magnetic Resonance Imaging - methods; Radiomics; Retrospective Studies; Transforming Growth Factor beta1 - metabolism; MRI radiomics; TGF-β1; breast cancer; cyclin D1; predictive modeling