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Urine volatile organic compounds (VOCs) combined with machine learning algorithm in the diagnosis of gallstones with cholecystitis

Abstract To evaluate the noninvasive, early identification capability of urine volatile organic compounds (VOCs) obtained via gas chromatography-ion mobility spectrometry (GC-IMS), combined with machine learning models, for gallstones complicated by cholecystitis. A single-center study enrolled 100...

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Principais autores: Xiaoyue Zhao, Xin Li, Ruonan Zhang, Miao Zhang, Xuewei Zhuang
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2026-01-01
Serier:Scientific Reports
Fag:
Gallstones with cholecystitis
Urine
Volatile organic compounds (VOCs)
GC-IMS
Machine learning
Early diagnosis
Online adgang:https://doi.org/10.1038/s41598-026-36709-6
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