Multimodal deep learning model for prognostic prediction in cervical cancer receiving definitive radiotherapy: a multi-center study

Multimodal deep learning model for prognostic prediction in cervical cancer receiving definitive radiotherapy: a multi-center study

Abstract For patients with locally advanced cervical cancer (LACC), precise survival prediction models could guide personalized treatment. We developed and validated CerviPro, a deep learning-based multimodal prognostic model, to predict disease-free survival (DFS) in 1018 patients with LACC receivi...

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Main Authors: Weiping Wang, Guang Yang, Yulin Liu, Lichun Wei, Xiaoying Xu, Chulong Zhang, Zhaohong Pan, Yongguang Liang, Bo Yang, Jie Qiu, Fuquan Zhang, Xiaorong Hou, Ke Hu, Xiaokun Liang
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-025-01903-9
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