| Colon cancer diagnosis and staging classification based on machine learning and bioinformatics analysis Y Su, X Tian, R Gao, W Guo, C Chen, C Chen, D Jia, H Li, X Lv Computers in biology and medicine 145, 105409, 2022 | 65 | 2022 |
| Application of Raman spectroscopy in the detection of hepatitis B virus infection D Tong, C Chen, JJ Zhang, GD Lv, X Zheng, Z Zhang, X Lv Photodiagnosis and photodynamic therapy 28, 248-252, 2019 | 60 | 2019 |
| Research on the auxiliary classification and diagnosis of lung cancer subtypes based on histopathological images M Li, X Ma, C Chen, Y Yuan, S Zhang, Z Yan, C Chen, F Chen, Y Bai, ... Ieee Access 9, 53687-53707, 2021 | 51 | 2021 |
| Exploration research on the fusion of multimodal spectrum technology to improve performance of rapid diagnosis scheme for thyroid dysfunction C Chen, G Du, D Tong, G Lv, X Lv, R Si, J Tang, H Li, H Ma, J Mo Journal of biophotonics 13 (2), e201900099, 2020 | 49 | 2020 |
| Fourier transform infrared spectroscopy combined with deep learning and data enhancement for quick diagnosis of abnormal thyroid function F Yue, C Chen, Z Yan, C Chen, Z Guo, Z Zhang, Z Chen, F Zhang, X Lv Photodiagnosis and Photodynamic Therapy 32, 101923, 2020 | 46 | 2020 |
| Raman spectroscopy combined with multiple algorithms for analysis and rapid screening of chronic renal failure C Chen, L Yang, H Li, F Chen, C Chen, R Gao, XY Lv, J Tang Photodiagnosis and photodynamic therapy 30, 101792, 2020 | 43 | 2020 |
| Coupling annealed silver nanoparticles with a porous silicon Bragg mirror SERS substrate and machine learning for rapid non-invasive disease diagnosis S Han, C Chen, C Chen, L Wu, X Wu, C Lu, X Zhang, P Chao, X Lv, Z Jia, ... Analytica Chimica Acta 1254, 341116, 2023 | 40 | 2023 |
| Identification of cumin and fennel from different regions based on generative adversarial networks and near infrared spectroscopy B Yang, C Chen, F Chen, C Chen, J Tang, R Gao, X Lv Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 260, 119956, 2021 | 38 | 2021 |
| Rapid identification of cervical adenocarcinoma and cervical squamous cell carcinoma tissue based on Raman spectroscopy combined with multiple machine learning algorithms H Zhang, C Chen, R Gao, Z Yan, Z Zhu, B Yang, C Chen, X Lv, H Li, ... Photodiagnosis and Photodynamic Therapy 33, 102104, 2021 | 38 | 2021 |
| Urine Raman spectroscopy for rapid and inexpensive diagnosis of chronic renal failure (CRF) using multiple classification algorithms C Chen, L Yang, J Zhao, Y Yuan, C Chen, J Tang, H Yang, Z Yan, ... Optik 203, 164043, 2020 | 37 | 2020 |
| A novel diagnostic method: FT-IR, Raman and derivative spectroscopy fusion technology for the rapid diagnosis of renal cell carcinoma serum C Chen, F Chen, B Yang, K Zhang, X Lv, C Chen Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 269, 120684, 2022 | 35 | 2022 |
| Rapid diagnosis of lung cancer and glioma based on serum Raman spectroscopy combined with deep learning C Chen, W Wu, C Chen, F Chen, X Dong, M Ma, Z Yan, X Lv, Y Ma, M Zhu Journal of Raman Spectroscopy 52 (11), 1798-1809, 2021 | 34 | 2021 |
| HCCANet: histopathological image grading of colorectal cancer using CNN based on multichannel fusion attention mechanism P Zhou, Y Cao, M Li, Y Ma, C Chen, X Gan, J Wu, X Lv, C Chen Scientific reports 12 (1), 15103, 2022 | 31 | 2022 |
| Raman spectroscopy and FTIR spectroscopy fusion technology combined with deep learning: A novel cancer prediction method H Leng, C Chen, C Chen, F Chen, Z Du, J Chen, B Yang, E Zuo, M Xiao, ... Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 285, 121839, 2023 | 29 | 2023 |
| Rapid and efficient screening of human papillomavirus by Raman spectroscopy based on GA-SVM C Chen, J Wang, C Chen, J Tang, X Lv, C Ma Optik 210, 164514, 2020 | 27 | 2020 |
| Raman spectroscopy combined with machine learning algorithms to detect adulterated Suichang native honey S Hu, H Li, C Chen, C Chen, D Zhao, B Dong, X Lv, K Zhang, Y Xie Scientific reports 12 (1), 3456, 2022 | 26 | 2022 |
| Rapid identification of benign and malignant pancreatic tumors using serum Raman spectroscopy combined with classification algorithms Z Yan, C Ma, J Mo, W Han, X Lv, C Chen, C Chen, X Nie Optik 208, 164473, 2020 | 25 | 2020 |
| MDFNet: application of multimodal fusion method based on skin image and clinical data to skin cancer classification Q Chen, M Li, C Chen, P Zhou, X Lv, C Chen Journal of Cancer Research and Clinical Oncology 149 (7), 3287-3299, 2023 | 23 | 2023 |
| Classification of multi-differentiated liver cancer pathological images based on deep learning attention mechanism C Chen, C Chen, M Ma, X Ma, X Lv, X Dong, Z Yan, M Zhu, J Chen BMC Medical Informatics and Decision Making 22 (1), 176, 2022 | 23 | 2022 |
| Fast detection of cumin and fennel using NIR spectroscopy combined with deep learning algorithms C Chen, B Yang, R Si, C Chen, F Chen, R Gao, Y Li, J Tang, X Lv Optik 242, 167080, 2021 | 23 | 2021 |
