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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Bibliografische gegevens

Hoofdauteurs:	Xiaoyue Zhao, Xin Li, Ruonan Zhang, Miao Zhang, Xuewei Zhuang
Formaat:	Artigo
Taal:	Inglês
Gepubliceerd in:	Nature Portfolio 2026-01-01
Reeks:	Scientific Reports
Onderwerpen:	Gallstones with cholecystitis Urine Volatile organic compounds (VOCs) GC-IMS Machine learning Early diagnosis
Online toegang:	https://doi.org/10.1038/s41598-026-36709-6
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