An optimized cosine-similarity-loss-function based metric learning neural network enables precise noninvasive diagnosis of bladder cancer through in vitro SERS spectral analysis of clinical urine samples

Microchemical Journal 2026

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Authors: Fucheng Zhong, Runan Shang, Shah Faisal, Xicheng Zhang, Soham Samanta, Weikang Chen, Xuqian Zhao, Yi Feng Zou, Zhangyue Wu, Ziyan Zhang, Zhihui Huang, Kaiwen Yang
+9 more Qingyun Ye, Yue Wang, Yue Wang, M. Q. Wu, Wenxuan Ye, Jiarong Lian, Yue Wang, Yue Wang, Zhigang Yang
DOI: 10.1016/j.microc.2026.117282
Cited by: 1
References: 41

Fields of Study & Subjects

Spectroscopy Techniques in Biomedical and Chemical Research Gold and Silver Nanoparticles Synthesis and Applications Bladder and Urothelial Cancer Treatments

Publication details

Journal / source
Microchemical Journal
Publisher
Elsevier BV
Volume
222
Pages
117282–117282
Publication date
5 February 2026
Language
EN