Establishing a preoperative predictive model for gallbladder adenoma and cholesterol polyps based on machine learning: a multicentre retrospective study

Abstract Background With the rising diagnostic rate of gallbladder polypoid lesions (GPLs), differentiating benign cholesterol polyps from gallbladder adenomas with a higher preoperative malignancy risk is crucial. This study aimed to establish a preoperative prediction model capable of accurately d...

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Detalhes bibliográficos

Principais autores:	Yubing Wang, Chao Qu, Jiange Zeng, Yumin Jiang, Ruitao Sun, Changlei Li, Jian Li, Chengzhi Xing, Bin Tan, Kui Liu, Qing Liu, Dianpeng Zhao, Jingyu Cao, Weiyu Hu
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2025-01-01
coleção:	World Journal of Surgical Oncology
Assuntos:	Machine learning Predictive model Gallbladder polyps Gallbladder adenoma
Acesso em linha:	https://doi.org/10.1186/s12957-025-03671-y
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