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Jian Huang

Xi’an Shiyou University

China

  • Xi’an Shiyou University

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Scholarly Papers (1)

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Label-free SERS fingerprint recognition of salivary biomarkers for Parkinson’s disease using hierarchical silver nanogrooves and transfer learning

Number of pages: 24 Posted: 30 Jun 2026
Meng Zhang, Jing Xu, Xuliang Ren, Wen Jiang, Lin Zhao, Dan Yu, Zhixin Ma, Hongmei Cao, Jian Huang, Hongfei Liu and Dongzhen Chen
affiliation not provided to SSRN, Xi’an Polytechnic University, Xi’an Polytechnic University, Xi’an Polytechnic University, Xi’an Polytechnic University, Xi’an Polytechnic University, Xi’an Polytechnic University, affiliation not provided to SSRN, Xi’an Shiyou University, affiliation not provided to SSRN and Xi’an Polytechnic University
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Surface-enhanced Raman spectroscopy, Transfer learning, Parkinson’s disease, Hierarchical hotspot, Neuroprotein biomarker, Non-invasive sensing