Xiaofei Yi

Raman spectroscopy and machine learning for the classification of breast cancers

Lihao Zhang, Chengjian Li, Di Peng et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2021 · 170 citations · Full text

Natural Sciences, Computer Science, Oncology +16

Development of a Fast Raman-Assisted Antibiotic Susceptibility Test (FRAST) for the Antibiotic Resistance Analysis of Clinical Urine and Blood Samples

Xiaofei Yi, Yizhi Song, Xiaogang Xu et al. · Analytical Chemistry · 2021 · 94 citations

Life Sciences, Microbiology, Antimicrobial Resistance +12

High-Speed Diagnosis of Bacterial Pathogens at the Single Cell Level by Raman Microspectroscopy with Machine Learning Filters and Denoising Autoencoders

Jiabao Xu, Xiaofei Yi, Jin Gui-lan et al. · ACS Chemical Biology · 2022 · 58 citations

Life Sciences, Biomedical Engineering, Microbiology +16

Artificial intelligence-aided rapid and accurate identification of clinical fungal infections by single-cell Raman spectroscopy

Jiabao Xu, Yanjun Luo, Jingkai Wang et al. · Frontiers in Microbiology · 2023 · 27 citations · Full text

Veterinary Medicine, Clinical Sciences, Microbiology +17

Leveraging single-cell Raman spectroscopy and single-cell sorting for the detection and identification of yeast infections

Jingkai Wang, Siyu Meng, Kaicheng Lin et al. · Analytica Chimica Acta · 2022 · 20 citations

Life Sciences, Cell Biology, Microbiology +16