基于神经网络的中药黄芩药效评价方法研究

Abstract

Abstract:

How to impersonally and effectively assess the pharmacological effects of traditional Chinese medicine (TCM) is one of the difficulties confronting the modern research of TCM. This paper establishes a neural network model for the assessment of pharmacological effects of traditional Chinese medicine Huang Qin. We train this model with massive data and adjust its model parameters. We therefore construct a union effect assessment system for the traditional Chinese medicine Huang Qin. Test results show the advances and reliability of this method.

Key words: quality assessment of a traditional Chinese medicine, chromatographic fingerprint and pharmacological effect correlation mode, neural network, fingerprint

CLC Number:

R284.1

HOU En-Guang, LI Shu-Bin, LI Ke, DING Xiao-Yan, LV Ling, LIU Qing, ZHAO Bo-Nian, XU Zong-Yuan. Neural network based assessment of pharmacological effects of traditional Chinese medicine[J].J4, 2011, 24(1): 72-76.

[1]	XING Hao, ZHANG Ruiyun, XU Tengfei, JI Feng. Prediction and analysis of fabric drape coefficient based on genetic-algorithm optimized BP neural network [J]. Shandong Science, 2025, 38(1): 53-63.
[2]	ZHANG Hanxiao, LIU Yuran, LIU Yuan, NIU Zichen. A multitask learning model for the prediction of short-term subway passenger flow [J]. Shandong Science, 2024, 37(1): 95-106.
[3]	JIANG Xiaodong, WANG Leilei, SUN Peng, YANG Guang, GENG Junqi, WANG Jiawen, HUANG Sheng, QU Shuai, WANG Chen, SHANG Ying. Fault detection of an on-load tap changer based on generative adversarial network [J]. Shandong Science, 2023, 36(6): 68-73.
[4]	DONG Guanlei, JIANG Xiaodong, SUN Peng, YANG Guang, GENG Junqi, WANG Jiawen, QU Shuai, HUANG Sheng, WANG Chen, SHANG Ying. On-load transformer fault detection based on distributed optical fiber sensing system [J]. Shandong Science, 2023, 36(5): 52-59.
[5]	FU Mengya, AO Huihao, BU Chao, PENG Tangyi, WU Deling, HAN Yanquan, HONG Yan. Forecast analysis of the quality markers of Zingiberis Rhizoma based on fingerprints and network pharmacology [J]. Shandong Science, 2023, 36(4): 35-41.
[6]	ZHUANG Hao, LI Yang, TAO Mingkun. CNN-LSTM driver intention recognition method based on Attention mechanism [J]. Shandong Science, 2023, 36(2): 103-111.
[7]	SUN Feng-juan,TIAN Yong,SUN Kai-zheng,FU Hua-xuan,ZHANG Wen-juan,LI Min,L&xDC; Chen. Ozone prediction in Jinan based on artificial neural network ensemble prediction [J]. Shandong Science, 2022, 35(3): 89-99.
[8]	SUN Zhi-qiang, WANG Xiao. Quality analysis of Semiaquilegiae Radix of different origins based on haracteristic fingerprint and content determination of two components [J]. Shandong Science, 2020, 33(1): 16-23.
[9]	CAO Lu-hui, DENG Yu-xiang, CHEN Tong, LI Zhao. A deep learning-based method for Chinese text-feature extraction and classification [J]. Shandong Science, 2019, 32(6): 106-111.
[10]	HU Xiang-hao, LI Ya-nan, SUN Zhi-qiang, GAO Peng, DAI Long. HPLC fingerprint chromatogram of aqueous extract of Semen Armeniacae Amarae from various habitats and its decoctions [J]. Shandong Science, 2019, 32(4): 1-7.
[11]	WU Ming-ze, LIU Guo-fei, Wang Xiao, Li Ting, Wang Chang-lin, Gao Peng, Dai Long. Mass transfer of Radix Gentianae Macrophyllae medicinal herb and standard decoction of medicinal slices [J]. Shandong Science, 2019, 32(4): 16-23.
[12]	WANG Shuo, GU Yuan-li, LI Meng, LU Wen-qi, ZHANG Yuan. Short term traffic flow prediction of expressway based on chaos theory and MEA-BPNN model [J]. Shandong Science, 2019, 32(2): 98-107.
[13]	LI Xiao-feng，YU Hui-bin. Research on intelligent PID control of ship course based on BP neural network [J]. SHANDONG SCIENCE, 2018, 31(4): 8-14.
[14]	LIU Qian，ZHANG Min-min，LI Sheng-bo，LIANG Yan，LIU Wei，CHENG Su-pan，WANG Xiao，GENG Yan-ling，ZHAO Heng-qiang. Determination of chemical components in flower buds and leaves of Lonicera japonica in Tibet area by HPLC-DAD [J]. SHANDONG SCIENCE, 2018, 31(4): 20-25.
[15]	ZHENG Wei,YANG Ying,HUI Li, LU Cheng-jie,ZHAO Bin,YANG Li. The analysis between wave estimation error and influencing factors based on BP model when ADCP tilts [J]. SHANDONG SCIENCE, 2018, 31(3): 1-7.

Neural network based assessment of pharmacological effects of traditional Chinese medicine

PDF (PC)

Like

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Metrics

Comments

Recommended 0