Multiparametric MRI-based radiomics combined with 3D deep transfer learning to predict cervical stromal invasion in patients with endometrial carcinoma.

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 car...

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Detalles Bibliográficos
Publicado en:Abdominal Radiology Vol. 50; no. 3; pp. 1414 - 1426
Autores principales: Wang, Xianhong, Bi, Qiu, Deng, Cheng, Wang, Yaoxin, Miao, Yunbo, Kong, Ruize, Chen, Jie, Li, Chenrong, Liu, Xiulan, Gong, Xiarong, Zhang, Ya, Bi, Guoli
Formato: Journal Article
Publicado: Springer Nature Mar2025
Acceso en línea:Ver este registro en EBSCOhost