1. Qu H, Wu W, Chen C, et al. Application of serum mid-infrared spectroscopy combined with an ensemble learning method in rapid diagnosis of gliomas[J]. Analytical Methods, 2021.      

2. Chen C, Wu W, Chen C, et al. Rapid diagnosis of lung cancer and glioma based on serum Raman spectroscopy combined with deep learning[J]. Journal of Raman Spectroscopy, 2021.      

3. Chen F, Chen C, Li W, et al. Rapid detection of seven indexes in sheep serum based on Raman spectroscopy combined with DOSC-SPA-PLSR-DS model[J]. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2021, 248: 119260.      

4. Chen F, Meng C, Qu H, et al. Human serum mid-infrared spectroscopy combined with machine learning algorithms for rapid detection of gliomas[J]. Photodiagnosis and Photodynamic Therapy, 2021: 102308.      

5. Yang B, Chen C, Chen F, et al. Identification of cumin and fennel from different regions based on generative adversarial networks and near infrared spectroscopy[J]. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2021, 260: 119956.      

6. Yang B, Chen C, Chen F, et al. Feature fusion combined with tissue Raman spectroscopy to screen cervical cancer[J]. Journal of Raman Spectroscopy, 2021.      

7. Yang B, Chen C, Cheng C, et al. Detection of breast cancer of various clinical stages based on serum FT-IR spectroscopy combined with multiple algorithms[J]. Photodiagnosis and Photodynamic Therapy, 2021, 33: 102199.      

8. Jia D, Chen C, Chen C, et al. Breast Cancer Case Identification Based on Deep Learning and Bioinformatics Analysis[J]. Frontiers in Genetics, 2021, 12.      

9. Zhang H, Chen C, Ma C, et al. Feature Fusion Combined With Raman Spectroscopy for Early Diagnosis of Cervical Cancer[J]. IEEE Photonics Journal, 2021, 13(3): 1-11.      

10. Zhu Z, Chen C, Chen C, et al. Prediction of tumor size in patients with invasive ductal carcinoma using FT-IR spectroscopy combined with chemometrics: a preliminary study[J]. Analytical and bioanalytical chemistry, 2021, 413(12): 3209-3222.      

11. Fan Y, Chen C, Xie X, et al. Rapid noninvasive screening of cerebral ischemia and cerebral infarction based on tear Raman spectroscopy combined with multiple machine learning algorithms[J]. Lasers in Medical Science, 2021: 1-8.      

12. Zhang S, Chen C, Chen C, et al. Research on Application of Classification Model Based on Stack Generalization in Staging of Cervical Tissue Pathological Images[J]. IEEE Access, 2021, 9: 48980-48991.      

13. Chen C, Yang B, Si R, et al. Fast detection of cumin and fennel using NIR spectroscopy combined with deep learning algorithms[J]. Optik, 2021, 242: 167080.      

14. Ma M, Tian X, Chen F, et al. The application of feature engineering in establishing a rapid and robust model for identifying patients with glioma[J]. Lasers in Medical Science, 2021: 1-9.      

15. Li M, Ma X, Chen C, et al. Research on the Auxiliary Classification and Diagnosis of Lung Cancer Subtypes Based on Histopathological Images[J]. IEEE Access, 2021, 9: 53687-53707.      

16. Zhang H , Cheng C , Gao R , et al. Rapid identification of cervical adenocarcinoma and cervical squamous cell carcinoma tissue based on Raman spectroscopy combined with multiple machine learning algorithms[J]. Photodiagnosis and Photodynamic Therapy, 2021, 33(21):102104.      

17. Huang P , X Tan, Chen C , et al. AF-SENet: Classification of Cancer in Cervical Tissue Pathological Images Based on Fusing Deep Convolution Features[J]. Sensors, 2020, 21(1):122.      

18. Yue F , Chen C , Yan Z , et al. Fourier transform infrared spectroscopy combined with deep learning and data enhancement for quick diagnosis of abnormal thyroid function[J]. Photodiagnosis and Photodynamic Therapy, 2020, 32(12):101923.      

19. Chen F , Xiao M , Chen C , et al. Discrimination of alcohol dependence based on the convolutional neural network[J]. PLoS ONE, 2020, 15(10):e0241268.      

20. Zhang Z , Sun T , Xie X , et al. Early auxiliary screening of cerebral infarction based on lacrimal Raman spectroscopy and SVM algorithm[J]. Optik - International Journal for Light and Electron Optics, 2020, 218(2):165248.      

21. Gao R , Chen C , Wang H , et al. Classification of multicategory edible fungi based on the infrared spectra of caps and stalks[J]. PLOS ONE, 2020, 15.      

22. Li M , X Nie, Reheman Y , et al. Computer-Aided Diagnosis and Staging of Pancreatic Cancer Based on CT Images[J]. IEEE Access, 2020, 8:1-1.      

23. Chen C , Yang L , Li H , et al. Raman spectroscopy combined with multiple algorithms for analysis and rapid screening of chronic renal failure[J]. Photodiagnosis and Photodynamic Therapy, 2020, 30:101792.      

24. Du Y , Lv G , Li H , et al. Quantitative analysis of hepatitis B virus DNA based on raman spectroscopy combined with multivariate statistical methods[J]. Laser Physics Letters, 2020, 17(2):025001 .      

25. Chen F , Chen C , Chen C , et al. Application of PLSR in rapid detection of glucose in sheep serum[J]. Optik - International Journal for Light and Electron Optics, 2020, 224: 165734.