陈程


教师
研究领域：光学信号处理、生物医学、深度学习
办公室＆实验室：软件工程系
电子邮件：chenchengoptics@gmail.com
联系电话：**

教育背景

1. 2014-2018 新疆大学信息科学与工程学院 通信工程 学士
2. 2018-2021 新疆大学信息科学与工程学院 信息与通信工程 硕士

工作简历

2021.9 - 至今，新疆大学，软件学院，教师

主持项目

1. 主持一项自治区研究生创新项目“基于深度学习融合算法的多光谱癌症早期筛查研究（XJ2020G061）”

奖励情况

1. 2020年中国国际“互联网+”大学生创新创业大赛 初创组 国家级铜奖
2. 2020年西北四省大学生就业创业大赛二等奖

学术成果

u 期刊论文

*为通讯作者
1. Chen C, Du G, Tong D, et al. Exploration research on the fusion of multimodal spectrum technology to improve performance of rapid diagnosis scheme for Thyroid Dysfunction [J]. Journal of Biophotonics, 2019. (SCI)
2. 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. (SCI)
3. 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. (SCI)
4. 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. (SCI)
5. 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(1). (SCI)
6. 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. (SCI)
7. 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. (SCI)
8. 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. (SCI)
9. Gao R, Yang B, Chen C*, et al. Recognition of chronic renal failure based on Raman spectroscopy and convolutional neural network [J]. Photodiagnosis and Photodynamic Therapy, 2021. (SCI)
10. Li Y, Chen C*, Chen F, et al. Serum Raman spectroscopy combined with Deep Neural Network for analysis and rapid screening of hyperthyroidism and hypothyroidism [J]. Photodiagnosis and Photodynamic Therapy, 2021. (SCI)
11. 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. (SCI)
12. Chen C, Li Y, Zhao J, et al. Urine Raman spectroscopy for rapid and inexpensive diagnosis of chronic renal failure (CRF) using multiple classification algorithms[J]. Optik - International Journal for Light and Electron Optics, 2019, 203:164043. (SCI)
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. (SCI)
14. 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. (SCI)
15. 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(suppl_1):165734. (SCI)
16. Chen F, Xiao M, Chen C*, et al. Discrimination of alcohol dependence based on the convolutional neural network [J]. PLoS ONE, 2020, 15(10):e**. (SCI,)
17. Zhang H, Chen 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. (SCI)
18. Yang B, Chen C, Chen C*, et al. Detection of Multi-stage Breast Cancer Based on Serum FT-IR Spectroscopy Combined with Multiple Algorithms [J]. Photodiagnosis and Photodynamic Therapy, 2021(1):102199. (SCI)
19. Wang H, Chen C*, Tong D, et al. Serum Raman spectroscopy combined with multiple algorithms for diagnosing thyroid dysfunction and chronic renal failure [J]. Photodiagnosis and Photodynamic Therapy, 2021, 34:102241. (SCI)
20. 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. (SCI)
21. Chen F, Chen C, Chen C*, et al. Human serum mid-infrared spectroscopy combined with machine learning algorithms for rapid detection of gliomas [J]. Photodiagnosis and Photodynamic Therapy, 2021. (SCI)
22. Xie X, Chen C, Sun T, et al. Rapid, non-invasive screening of keratitis based on Raman spectroscopy combined with multivariate statistical analysis [J]. Photodiagnosis and Photodynamic Therapy, 2020, 31. (SCI, 并列一作)
23. Chen H, Chen C, Wang H, et al. Serum Raman spectroscopy combined with a multi-feature fusion convolutional neural network diagnosing thyroid dysfunction - ScienceDirect[J]. Optik, 2020, 216. (SCI, 并列一作)
24. 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, PP (99):1-1. (SCI, 并列一作)
25. 司如梦，陈程*，高瑞，王杭，吕小毅. 基于拉曼光谱的乙肝与丙肝鉴别技术的研究[J]. 光电子·激光, 2020, v.31; No.306 (12):94-98. (北大核心)
26. Jia D, Chen C, Chen C, et al. Breast Cancer Case Identification Based on Deep Learning and Bioinformatics Analysis [J]. FRONTIERS IN GENETICS, 2021. (SCI)
27. 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. (SCI)
28. Tong D, Chen C, et al. Application of Raman spectroscopy in the detection of hepatitis B virus infection [J]. Photodiagnosis and Photodynamic Therapy, 2019. (SCI)