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Using machine learning to develop preoperative model for lymph node metastasis in patients with bladder urothelial carcinoma

Abstract Background Lymph node metastasis (LNM) is associated with worse prognosis in bladder urothelial carcinoma (BUC) patients. This study aimed to develop and validate machine learning (ML) models to preoperatively predict LNM in BUC patients treated with radical cystectomy (RC). Methods We retr...

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Principais autores: Junjie Ji, Tianwei Zhang, Ling Zhu, Yu Yao, Jingchang Mei, Lijiang Sun, Guiming Zhang
Formato: Artigo
Idioma:Inglês
Publicado em: BMC 2024-06-01
coleção:BMC Cancer
Assuntos:
Bladder cancer
Lymph node metastasis
Bladder urothelial carcinoma
Machine learning
Risk
Acesso em linha:https://doi.org/10.1186/s12885-024-12467-4
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