Zhouxu Zhang

Machine learning assisted dual-modal SERS detection for circulating tumor cells

C.Y. Zhang, Lei Xu, Xinyu Miao et al. · Biosensors and Bioelectronics · 2024 · 77 citations

Medicine, Bioengineering, Biomedical Engineering +13

Precise diagnosis of tumor cells and hemocytes using ultrasensitive, stable, selective cuprous oxide composite SERS bioprobes assisted with high-efficiency separation microfluidic chips

Yujiao Xie, Lei Xu, J.Y. Zhang et al. · Materials Horizons · 2024 · 36 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +17

Highly Sensitive Detection and Molecular Subtyping of Breast Cancer Cells Using Machine Learning-assisted SERS Technology

Xinyu Miao, Lei Xu, Li Xian Sun et al. · Nano Biomedicine and Engineering · 2025 · 29 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +15

SERS/Fluorescence Dual-Modal Imaging Bioprobe for Accurate Diagnosis of Breast Cancer

Yue Hu, Lei Xu, Xinyu Miao et al. · Analytical Chemistry · 2025 · 24 citations

Engineering, Bioengineering, Biomedical Engineering +17

A cubic Cu₂O@Ag bioprobe for label-free SERS classification of hepatic fibrosis and hepatocellular carcinoma

Yujiao Xie, Xue Li, Lei Xu et al. · Materials Chemistry Frontiers · 2024 · 15 citations

Medicine, Bioengineering, Biomedical Engineering +16