1. | Song, C.-Q., An, Y.-L., Zhao, W.-J. et al. A chemometric and machine learning scheme for classification of 37 kinds of aerial parts of medicinal herbs based on ATR-FTIR. Microchemical Journal, 2025, 209: 112671. doi:10.1016/j.microc.2025.112671 | |
2. | Tan, Y.-L., Ju, S.-H., Wang, Q. et al. Shuanglongjiegu pill promoted bone marrow mesenchymal stem cell osteogenic differentiation by regulating the miR-217/RUNX2 axis to activate Wnt/β-catenin pathway. Journal of Orthopaedic Surgery and Research, 2024, 19(1): 617. doi:10.1186/s13018-024-05085-0 | |
3. | Wang, Y., Wang, Y. Feasibility study on discrimination of Polygonatum kingianum origins by NIR and MIR spectra data. Journal of Food Science, 2024, 89(11): 7172-7188. doi:10.1111/1750-3841.17358 | |
4. | Wang, J., An, G., Peng, X. et al. Effects of three Huanglian-derived polysaccharides on the gut microbiome and fecal metabolome of high-fat diet/streptozocin-induced type 2 diabetes mice. International Journal of Biological Macromolecules, 2024, 273: 133060. doi:10.1016/j.ijbiomac.2024.133060 | |
5. | Wang, Y., Jin, C., Ma, L. et al. A Robust TabNet-Based Multi-Classification Algorithm for Infrared Spectral Data of Chinese Herbal Medicine with High-Dimensional Small Samples. Journal of Pharmaceutical and Biomedical Analysis, 2024, 242: 116031. doi:10.1016/j.jpba.2024.116031 | |
6. | Wang, J., Dong, J., Zhong, F. et al. Microbiome-Metabolome Analysis Insight into the Effects of the Extract of Phyllanthus emblica L. on High-Fat Diet-Induced Hyperlipidemia. Metabolites, 2024, 14(5): 257. doi:10.3390/metabo14050257 | |
7. | Chen, Y., He, W., Cao, H. et al. Research progress of sea buckthorn (Hippophae rhamnoides L.) in prevention and treatment of cardiovascular disease. Frontiers in Cardiovascular Medicine, 2024, 11: 1477636. doi:10.3389/fcvm.2024.1477636 | |
8. | Shi, S., Zhang, L., Guo, X. Comprehensive investigation of tumor immune microenvironment and prognostic biomarkers in osteosarcoma through integrated bulk and single-cell transcriptomic analysis. Frontiers in Immunology, 2024, 15: 1424950. doi:10.3389/fimmu.2024.1424950 | |
9. | Guo, M., Wang, K., Lin, H. et al. Spectral data fusion in nondestructive detection of food products: Strategies, recent applications, and future perspectives. Comprehensive Reviews in Food Science and Food Safety, 2024, 23(1): 1-23. doi:10.1111/1541-4337.13301 | |
10. | Zhang, Y., Wang, Y. Recent trends of machine learning applied to multi-source data of medicinal plants. Journal of Pharmaceutical Analysis, 2023, 13(12): 1388-1407. doi:10.1016/j.jpha.2023.07.012 | |
11. | Khan, S., Rai, A.K., Singh, A. et al. Rapid metabolic fingerprinting with the aid of chemometric models to identify authenticity of natural medicines: Turmeric, Ocimum, and Withania somnifera study. Journal of Pharmaceutical Analysis, 2023, 13(9): 1041-1057. doi:10.1016/j.jpha.2023.04.018 | |
12. | Gong, S., Liu, J., Liu, Y. et al. A mid-infrared spectroscopy-random forest system for the origin tracing of Chinese geographical indication Aconiti Lateralis Radix Praeparata. Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 2023, 292: 122394. doi:10.1016/j.saa.2023.122394 | |
13. | Gu, Z.-R., Mao, X.-W., Qi, M. et al. Application of data fusion in field of traditional Chinese medicine research | [数据融合技术在中药研究领域的应用]. Chinese Traditional and Herbal Drugs, 2023, 54(18): 6159-6179. doi:10.7501/j.issn.0253-2670.2023.18.033 | |
14. | Gong, S., Zhu, Y.-N., Zeng, C.-J. et al. Near-Infrared Spectroscopy Combined with Random Forest Algorithm: A Fast and Effective Strategy for Origin Traceability of Fuzi | [近红外光谱结合随机森林算法:一种快速有效的附子产地溯源策略]. Guang Pu Xue Yu Guang Pu Fen Xi/Spectroscopy and Spectral Analysis, 2022, 42(12): 3823-3829. doi:10.3964/j.issn.1000-0593(2022)12-3823-07 | |
15. | Li, Q., Qi, L., Zhao, K. et al. Integrative quantitative and qualitative analysis for the quality evaluation and monitoring of Danshen medicines from different sources using HPLC-DAD and NIR combined with chemometrics. Frontiers in Plant Science, 2022, 13: 932855. doi:10.3389/fpls.2022.932855 | |
16. | Cheng, M., Yao, C., Li, Y. et al. A strategy for practical authentication of medicinal plants in traditional Chinese medicine prescription, paeony root in ShaoYao-GanCao decoction as a case study. Journal of Separation Science, 2021, 44(12): 2427-2437. doi:10.1002/jssc.202100028 | |