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A multi-data fusion deep learning model for prognostic prediction in upper tract urothelial carcinoma

BackgroundUpper tract urothelial carcinoma (UTUC) is a rare but highly invasive urinary malignancy with a high postoperative recurrence rate.MethodsWe retrospectively collected data from 133 UTUC patients who underwent radical nephroureterectomy between 2005 and 2017. Patients were divided into a tr...

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Principais autores: Hongdi Sun, Siping Chen, Yongxing Bao, Fengyan You, Honghui Zhu, Xin Yao, Lianguo Chen, Jiangwei Miao, Fanggui Shao, Xiaomin Gao, Binwei Lin
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2025-08-01
coleção:Frontiers in Oncology
Assuntos:
upper tract urothelial carcinoma
deep learning
prognostic indicators
CT image
multi-phase contrast-enhanced CT
clinical data
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fonc.2025.1644250/full
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