李涵, 谢梦迪, 桂新景, 侯富国, 范雪花, 李海洋, 王艳丽, 李学林, 刘瑞新. 多源信息融合技术在中药质量评价中的应用研究进展J. 药学学报, 2023, 58(10): 2835-2852. DOI: 10.16438/j.0513-4870.2023-0195
引用本文: 李涵, 谢梦迪, 桂新景, 侯富国, 范雪花, 李海洋, 王艳丽, 李学林, 刘瑞新. 多源信息融合技术在中药质量评价中的应用研究进展J. 药学学报, 2023, 58(10): 2835-2852. DOI: 10.16438/j.0513-4870.2023-0195
LI Han, XIE Meng-di, GUI Xin-jing, HOU Fu-guo, FAN Xue-hua, LI Hai-yang, WANG Yan-li, LI Xue-lin, LIU Rui-xin. Research progress of multi-source information fusion technology in quality evaluation of traditional Chinese medicineJ. Acta Pharmaceutica Sinica, 2023, 58(10): 2835-2852. DOI: 10.16438/j.0513-4870.2023-0195
Citation: LI Han, XIE Meng-di, GUI Xin-jing, HOU Fu-guo, FAN Xue-hua, LI Hai-yang, WANG Yan-li, LI Xue-lin, LIU Rui-xin. Research progress of multi-source information fusion technology in quality evaluation of traditional Chinese medicineJ. Acta Pharmaceutica Sinica, 2023, 58(10): 2835-2852. DOI: 10.16438/j.0513-4870.2023-0195

多源信息融合技术在中药质量评价中的应用研究进展

Research progress of multi-source information fusion technology in quality evaluation of traditional Chinese medicine

  • 摘要: 中药质量评价是关乎中药现代化发展进程的关键问题之一, 中药质量评价技术体系主要包括传统评价(性状、显微和理化)、化学评价和生物评价。由于中药组成复杂, 上述评价技术体系中的单一检测手段通常无法获得足够的质量信息, 信息融合策略可有机整合来自多个分析检测技术的数据, 获取样本更全面的信息, 提高质量评价效果。目前, 信息融合策略已广泛应用于军事、工业和食品等领域, 在中药质量评价领域尚处于起步阶段。本文介绍了多源信息融合的定义、结构、方法及融合层次, 综述了其在中药产地溯源、品种鉴别和制药分析中的研究进展, 并整理了各篇文献中数据融合的具体方法, 最后对信息融合技术及其在中药质量评价方面的应用、发展及存在问题进行总结、展望和讨论, 以期为拓宽该技术在中医药领域的应用范围提供参考。

     

    Abstract: The quality evaluation of traditional Chinese medicine is one of the key issues related to the modernization of traditional Chinese medicine. The quality evaluation technology system of traditional Chinese medicine mainly includes traditional evaluation (traits, microscopic and physicochemical identification), chemical evaluation and biological evaluation. Due to the complex composition of traditional Chinese medicine, the single detection method in the above evaluation technology system usually cannot obtain sufficient quality information. The multi-source information fusion strategy can organically integrate data from multiple analysis and detection technologies to obtain more comprehensive information of samples and improve the quality evaluation effect. At present, multi-source information fusion strategy has been widely used in the fields of military, industrial and food, and it is still in its infancy in the field of quality evaluation of traditional Chinese medicine. This research introduces the definition, structure, method (algorithm) and fusion level of multi-source information fusion, summarizes its research progress in the origin traceability, variety identification and pharmaceutical analysis of traditional Chinese medicine, and sorts out the specific methods of data fusion in each literature. Finally, we summarized, prospected and discussed the application, development and existing problems of information fusion technology and its application in the quality evaluation of traditional Chinese medicine, in order to provide reference for broadening the application of this technology in the field of traditional Chinese medicine.

     

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