Work

Novel Deep-Learning Unsupervised Domain Adaptation Method for Mitigating Batch, Strain, and Instrument Variations to Enhance Raman Spectroscopy-Based Bacterial Pathogen Identification

Year: 2026

Type: article

Source: Analytical Chemistry

DOI: 10.1021/acs.analchem.5c07113

Authors: Zhe Zhang, Yiwen Xu, Siyu Meng, Zhouhao Lei, Huan Zeng, Qiang Zhao, Liliang Wang, Huijie Hu, Jiyong Yang, Yizhi Song

Institutions: Chinese Academy of Sciences, Suzhou Institute of Biomedical Engineering and Technology, University of Science and Technology of China, Chinese PLA General Hospital

Language: English

Topic: Spectroscopy Techniques in Biomedical and Chemical Research

Subfield: Biophysics

Field: Biochemistry, Genetics and Molecular Biology

Domain: Life Sciences

Open Access status: closed

Funders: National Natural Science Foundation of China, National Key Research and Development Program of China

Awards: G1253513809, G3697764916, G4827063010

OpenAlex ID: W7138220064

FWCI: 2.779

Cites: 52

Cited by: 1

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