Accurate Tumor Subtype Detection with Raman Spectroscopy via Variational Autoencoder and Machine Learning

• Chang He,
• Shuo Zhu,
• Xiaorong Wu,
• Jiale Zhou,
• Yonghui Chen,
• Xiaohua Qian,
• Jian Ye

Affiliations

Chang He

State Key Laboratory of Oncogenes and Related Genes, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China

Shuo Zhu

State Key Laboratory of Oncogenes and Related Genes, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China

Xiaorong Wu

Department of Urology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China

Jiale Zhou

Department of Urology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China

Yonghui Chen

Department of Urology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China

Xiaohua Qian

State Key Laboratory of Oncogenes and Related Genes, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China

Jian Ye

State Key Laboratory of Oncogenes and Related Genes, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China