2024
DOI: 10.21203/rs.3.rs-4743398/v1
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Early prediction model of pyonephrosis caused by calculi based on imaging omics combined with clinical variables

Yongchao Yan,
Yunbo Liu,
Yize Guo
et al.

Abstract: Objective: This retrospective aims to develop a comprehensive predictive model based on CT radiomic features and clinical parameters, facilitating early preoperative diagnosis of pyonephrosis. Methods: Clinical and radiological data from 311 patients treated for upper urinary tract stones with obstructive pyelohydronephrosis, between January 2018 and May 2023, were retrospectively collected. Univariate and multivariate logistic regression analyses were conducted on clinical data to identify independent risk fa… Show more

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