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

X Xiaoyue Zhao X Xin Li R Ruonan Zhang (Institute of Carbon Neutrality) M Miao Zhang (State Key Laboratory of Advanced Materials for Intelligent Sensing, Key Laboratory of Organic Integrated Circuits, Ministry of Education & Tianjin Key Laboratory of Molecular Optoelectronic Sciences, Department of Chemistry, School of Science) X Xuewei Zhuang

Article Details

Volume / Issue Vol. 16, Issue 1
Published January 28, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (5)

X

Xiaoyue Zhao

X

Xin Li

R

Ruonan Zhang

Institute of Carbon Neutrality

M

Miao Zhang

State Key Laboratory of Advanced Materials for Intelligent Sensing, Key Laboratory of Organic Integrated Circuits, Ministry of Education & Tianjin Key Laboratory of Molecular Optoelectronic Sciences, Department of Chemistry, School of Science

X

Xuewei Zhuang