Xianhong Wang, Qiu Bi, Cheng Deng, Yaoxin Wang, Yunbo Miao, Ruize Kong, Jie Chen, Chenrong Li, Xiulan Liu, Xiarong Gong, Ya Zhang, Guoli Bi
OBJECTIVE: To develop and compare various preoperative cervical stromal invasion (CSI) prediction models, including radiomics, three-dimensional (3D) deep transfer learning (DTL), and integrated models, using single-sequence and multiparametric MRI. METHODS: Data from 466 early-stage endometrial carcinoma (EC) patients from three centers were collected. Radiomics models were constructed based on T2-weighted imaging (T2WI), diffusion-weighted imaging (DWI), apparent diffusion coefficient (ADC) mapping, contrast-enhanced T1-weighted imaging (CE-T1WI), and four combined sequences as well as 3D DTL models...
September 14, 2024: Abdominal Radiology