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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主要な著者:	Xiaoyue Zhao, Xin Li, Ruonan Zhang, Miao Zhang, Xuewei Zhuang
フォーマット:	Artigo
言語:	Inglês
出版事項:	Nature Portfolio 2026-01-01
シリーズ:	Scientific Reports
主題:	Gallstones with cholecystitis Urine Volatile organic compounds (VOCs) GC-IMS Machine learning Early diagnosis
オンライン･アクセス:	https://doi.org/10.1038/s41598-026-36709-6
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