Search JIM Advanced Search

Journal of Chinese Integrative Medicine ›› 2007, Vol. 5 ›› Issue (4): 368-372.doi: 10.3736/jcim20070402

• Editorial • Previous Articles     Next Articles

Study on knowledge discovery in traditional Chinese medical case records

You-hua Wang, Jin-gen Lu, Tao Liu, Guang Ji, Duan Zhou, Pei-yong Zheng   

  1. Center of Effect Assessment, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China
  • Online:2007-07-31 Published:2018-10-21

Traditional Chinese medical case records in the previous dynasties are vital to the development of traditional Chinese medical theory, but the tremendous amount of data are far beyond a person's ability for comprehension. According to information science, traditional Chinese medical case record data are complicated and intricate experiential data. New technology and methods are needed to solve this difficulty. Knowledge discovery technology plays an important role in analyzing data and uncovering important data patterns, and it will be a useful method in processing such data.This paper briefly presents the methods of knowledge discovery in traditional Chinese medical case record study,and puts forward some necessary academic methods.

Key words: traditional Chinese medicine, case records, knowledge, technology, data

CLC Number: 

  • R249
[1] 张笑平 . 中医病案学[M]. 北京: 中国中医药出版社,1995,(): 1
Zhang XP. Study on traditional Chinese medical case records[M]. Beijing: China Press of Traditional Chinese Medicine,1995,(): 1
[2] 刘更生, 徐庆会, 王长美 . 医案、医话、医论说略[J]. 山东中医药大学学报, 1997,21(5):381-384
Liu GS, Xu QH, Wang CM . Brief discussion on medical case records, medical saying and medical discussing[J]. Shandong Zhong Yi Yao Da Xue Xue Bao, 1997,21(5):381-384
[3] 胡剑北, 何玲 . 医案内容变化对中医学发展的影响[J]. 皖南医学院学报, 1992,11(1):59-61
Hu JB, He L . Effects of the changes of medical case records' content on the development of traditional Chinese medicine[J]. Wannan Yi Xue Yuan Xue Bao, 1992,11(1):59-61
[4] 胡剑北 . 医案中若干问题的讨论[J]. 皖南医学院学报, 1991,10(4):264-265
Hu JB . Exploring the study of some problems in medical case records[J]. Wannan Yi Xue Yuan Xue Bao, 1991,10(4):264-265
[5] 郭萌, 王珏 . 数据挖掘与数据库知识发现[J]. 模式识别与人工智能, 1998,11(3):292-299
Guo M, Wang J . Data mining and database knowledge discovery[J]. Mo Shi Shi Bie Yu Ren Gong Zhi Neng, 1998,11(3):292-299
[6] Losiewicz P, Oard DW, Kostoff RN . Textual data mining to support science and technology management[J]. J Intel Info Syst, 2000,15(2):99-119
doi: 10.1023/A:1008777222412
[7] 姜良铎 . 温病诊断指标及证治方药规律的研究—古今温病医案10 009例次统计分析[J]. 中医杂志, 1987,30(11):30
Jiang LD . Study on index of epidemic febrile disease diagnosis and discipline of the syndrome, treatment, recipe and drugs: statistic analysis on 10 009 cases of ancient and modern medical case records about epidemic febrile disease[J]. Zhong Yi Za Zhi, 1987,30(11):30
[8] 刘稼 . 聚类分析在中医药研究中的应用及意义[J]. 中医药学刊, 2004,22(5):927-928
Liu J . The application of clustering analysis in traditional Chinese medical research[J]. Zhong Yi Yao Xue Kan, 2004,22(5):927-928
[9] 周德生 . 明清时期津液亏损病案573例辨证用药统计分析[J]. 中医药研究, 1998,4(4):12-13
Zhou DS . Statistic analysis on treatment according to syndrome differentiation: 573 cases of medical records about deficiency of body fluid in the Ming and Qing dynasties[J]. Zhong Yi Yao Yan Jiu, 1998,4(4):12-13
[10] 曹显庆, 牟永阁 . 人工神经网络技术在医学研究中的应用[J]. 现代临床医学生物工程学杂志, 2003,9(1):57-60
Cao XQ, Mou YG . Artificial neural networks technology applications for medicine research[J]. Xian Dai Lin Chuang Yi Xue Sheng Wu Gong Cheng Xue Za Zhi, 2003,9(1):57-60
[11] 叶进, 邢传鼎 . 基于人工神经网络的病症诊断原型系统[J]. 东华大学学报(自然科学版), 2003,29(4):43-44
Ye J, Xing CD . ANN-based illnesses diagnose prototype system[J]. Dong Hua Da Xue Xue Bao (Zi Ran Ke Xue Ban), 2003,29(4):43-44
[12] 刘昆, 刘业政 . 基于决策树的医疗数据分析[J]. 计算机工程, 2002,28(2):41-43, 78
Liu K, Liu YZ . Analysis of medical treatment data based on decision tree[J]. Ji Suan Ji Gong Cheng, 2002,28(2):41-43, 78
[13] 胡咏梅, 贾磊 . 基于奇异粗集的中医辨证诊治知识支持系统[J]. 计算机工程与应用, 2004,40(16):31-32
Hu YM, Jia L . Knowledge support system of doctor diagnosis-recognition based on singular rough sets[J]. Ji Suan Ji Gong Cheng Yu Ying Yong, 2004,40(16):31-32
[14] On the fragmentation of knowledge, the connection explosion, and assembling other people's ideas. .
[15] Swanson DR . Fish oil.Raynaud's syndrome and undiscovered public knowledge[J]. Perspect Biol Med, 1986,30(1):7-18
doi: 10.1353/pbm.1986.0087 pmid: 3797213
[16] Swanson DR . Migraine and magnesium: eleven neglected connections[J]. Perspect Bio Med, 1988,31(4):526-557
doi: 10.1353/pbm.1988.0009 pmid: 3075738
[17] Swanson DR . Medical literature as a potential source of new knowledge[J]. Bull Med Libr Assoc, 1990,78(1):29-37
doi: 10.1300/J103v09n01_07 pmid: 225324
[18] Smalheiser NR, Swanson DR . Using ARROWSMITH: a computer-assisted approach to formulating and assessing scientific hypotheses[J]. Comput Methods Programs Biomed, 1998,57(3):149-153
[19] Gordon MD, Lindsay RK . Toward discovery support systems: a replication, re-examination, and extension of Swanson's work on literature-based discovery of a connection between Raynaud's and fish oil[J]. JASIST, 1996,47(2):116-128
[20] Lindsay RK, Gordon MD . Literature-based discovery by lexical statistics[J]. JASIST, 1999,50(7):574-587
doi: 10.1002/(SICI)1097-4571(1999)50:73.0.CO;2-Q
[21] Weeber M , Klein H, de Jong-van den Berg LT, et al. Using concepts in literature-based discovery: Simulating Swanson's Raynaud-fish oil and migraine-magnesium discoveries[J]. JASIST, 2001,52(7):548-557
[22] Srinivasan P . Text mining: generating hypotheses from MEDLINE[J]. JASIST, 2004,55(5):396-413
doi: 10.1002/asi.10389
[23] 邵运峰, 翁捷 . 非相关文献知识发现法在中医研究中的应用[J]. 江西中医学院学报, 2005,17(3):8-9
Shao YF, Weng J . The application of non-interactive literature knowledge discovery in traditional Chinese medical research[J]. Jiangxi Zhong Yi Xue Yuan Xue Bao, 2005,17(3):8-9
[24] 赵宏岩 . 中医医案整理之浅见[J]. 长春中医学院学报, 2005,21(2):7
Zhao HY . Ideas on systematizing traditional Chinese medical case records[J]. Changchun Zhong Yi Xue Yuan Xue Bao, 2005,21(2):7
[1] Wan-jun Guo, Yi Wang, Yu Deng, Lin-yan Cheng, Xin Liu, Ruo-fan Xi, Sheng-jie Zhu, Xin-yi Feng, Liang Hua, Kan Ze, Jian-yong Zhu, Dong-jie Guo, Fu-lun Li. Therapeutic effects of the extract of Sancao Formula, a Chinese herbal compound, on imiquimod-induced psoriasis via cysteine-rich protein 61. Journal of Integrative Medicine, 2022, 20(4): 376-384.
[2] Shang-jin Song, Xuan Liu, Qing Ji, Da-zhi Sun, Li-juan Xiu, Jing-yu Xu, Xiao-qiang Yue. Ziyin Huatan Recipe, a Chinese herbal compound, inhibits migration and invasion of gastric cancer by upregulating RUNX3 expression. Journal of Integrative Medicine, 2022, 20(4): 355-364.
[3] Marisa Casal. Improving the health and treatment success rates of in vitro fertilization patients with traditional chinese medicine: need for more robust evidence and innovative approaches. Journal of Integrative Medicine, 2022, 20(3): 187-192.
[4] Ning Guo, Fei Wu, Mei Wu, Yuan Wang, Qing Lang, Xiao Lin, Yi Feng. Progress in the design and quality control of placeboes for clinical trials of traditional Chinese medicine . Journal of Integrative Medicine, 2022, 20(3): 204-212.
[5] Yan-jun Lin, Kun-li Jiao, Bo Liu, Lu Fang, Shu Meng. Antiplatelet and myocardial protective effect of shexiang tongxin dropping pill in patients undergoing percutaneous coronary intervention: A randomized controlled trial. Journal of Integrative Medicine, 2022, 20(2): 126-134.
[6] Jing Hong, Xiao-wan Xu, Jing Yang, Jing Zheng, Shu-mei Dai, Ju Zhou, Qing-mei Zhang, Yi Ruan, Chang-quan Ling. Knowledge about, attitude and acceptance towards, and predictors of intention to receive the COVID-19 vaccine among cancer patients in Eastern China: A cross-sectional survey. Journal of Integrative Medicine, 2022, 20(1): 34-44.
[7] Jia-jia Li, Qing Liang, Guang-chun Sun. Traditional Chinese medicine for prevention and treatment of hepatocellular carcinoma: A focus on epithelial-mesenchymal transition. Journal of Integrative Medicine, 2021, 19(6): 469-477.
[8] Rui-jin Qiu, Min Li, Jia-yuan Hu, Jing Chen, Hong-cai Shang. Methods for development of a core outcome set for clinical trials integrating traditional Chinese medicine and Western medicine. Journal of Integrative Medicine, 2021, 19(5): 389-394.
[9] Mao-xing Pan, Chui-yang Zheng, Yuan-jun Deng, Kai-rui Tang, Huan Nie, Ji-qian Xie, Dong-dong Liu, Gui-fang Tu, Qin-he Yang, Yu-pei Zhang. Hepatic protective effects of Shenling Baizhu powder, a herbal compound, against inflammatory damage via TLR4/NLRP3 signalling pathway in rats with nonalcoholic fatty liver disease . Journal of Integrative Medicine, 2021, 19(5): 428-438.
[10] Ning Zhang, Xiao-he Xiao. Integrative medicine in the era of cancer immunotherapy: Challenges and opportunities. Journal of Integrative Medicine, 2021, 19(4): 291-294.
[11] Yunita Sari, Akhyarul Anam, Annas Sumeru, Eman Sutrisna. The knowledge, attitude, practice and predictors of complementary and alternative medicine use among type 2 diabetes mellitus patients in Indonesia. Journal of Integrative Medicine, 2021, 19(4): 347-353.
[12] Thomas Efferth, An-long Xu, Roxana Damiescu, Mita Banerjee, Norbert W. Paul, David Y.W. Lee. Can eastern wisdom resolve western epidemics? Traditional chinese medicine therapies and the opioid crisis. Journal of Integrative Medicine, 2021, 19(4): 295-299.
[13] Si-qi Tang, Yun-liang Wang, Zi-ye Xie, Yang Zhang, Yi Guo, Kang-li Gao, Tang-you Mao, Chun-e Xie, Jun-xiang Li, Xiao-yan Gao. Serum metabolic profiling of traditional Chinese medicine syndromes in patients with diarrhea-predominant irritable bowel syndrome. Journal of Integrative Medicine, 2021, 19(3): 274-281.
[14] Miao-yan Shi, Shi-qi Sun, Wei Zhang, Xing Zhang, Gui-hua Xu, Xuan Chen, Zi-jian Su, Xiu-ming Song, Lu-jiong Liu, Yi-bao Zhang, Yi-le Zhang, Meng Sun, Qi Chen, Yan Xue, Hua Lü, Wei-an Yuan, Xiao-rong Chen, Yun-fei Lu. Early therapeutic interventions of traditional Chinese medicine in COVID-19 patients: a retrospective cohort study. Journal of Integrative Medicine, 2021, 19(3): 226-231.
[15] Shu-jun Wei, Qing-man He, Qing Zhang, Kang-hua Fu, Ruo-lan Li, Wei Peng, Yong-xiang Gao. Traditional Chinese medicine is a useful and promising alternative strategy for treatment of Sjogren's syndrome: A review. Journal of Integrative Medicine, 2021, 19(3): 191-202.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] Wei-xiong Liang. Problems-solving strategies in clinical treatment guideline for traditional Chinese medicine and integrative medicine. Journal of Chinese Integrative Medicine, 2008, 6(1): 1-4
[2] Zhao-guo Li. Discussion on English translation of commonly used sentences in traditional Chinese medicine: part one. Journal of Chinese Integrative Medicine, 2008, 6(1): 107-110
[3] Jun Hu, Jian-ping Liu. Non-invasive physical treatments for chronic/recurrent headache. Journal of Chinese Integrative Medicine, 2008, 6(1): 31
[4] Xue-mei Liu, Qi-fu Huang, Yun-ling Zhang, Jin-li Lou, Hong-sheng Liu, Hong Zheng. Effects of Tribulus terrestris L. saponion on apoptosis of cortical neurons induced by hypoxia-reoxygenation in rats. Journal of Chinese Integrative Medicine, 2008, 6(1): 45-50
[5] . Uniform requirements for manuscripts submitted to biomedical journals: Writing and editing for biomedical publication (Chinese version, part two). Journal of Chinese Integrative Medicine, 2010, 8(11): 1001-1005
[6] Daniel Weber, Janelle M Wheat, Geoffrey M Currie. Inflammation and cancer: Tumor initiation, progression and metastasis,and Chinese botanical medicines. Journal of Chinese Integrative Medicine, 2010, 8(11): 1006-1013
[7] Hong Liu , Guo-liang Zhang, Li Shen , Zhen Zeng, Bao-luo Zhou, Cheng-hai Liu, Guang Nie . Application and evaluation of a pseudotyped virus assay for screening herbs for anti-H5Nl avian influenza virus. Journal of Chinese Integrative Medicine, 2010, 8(11): 1036-1040
[8] Zhao-guo Li . A discussion of English translation of 1995 and 1997 Chinese National Standards of Traditional Chinese Medical Terminologies for Clinical Diagnosis and Treatment. Journal of Chinese Integrative Medicine, 2010, 8(11): 1090-1096
[9] Rui Jin, Bing Zhang. A complexity analysis of Chinese herbal property theory: the multiple formations of herbal property (Part 1). Journal of Chinese Integrative Medicine, 2012, 10(11): 1198-1205
[10] Hui-min Liu, Xian-bo Wang, Yu-juan Chang, Li-li Gu. Systematic review and meta-analysis of randomized controlled trials of integrative medicine therapy for treatment of chronic severe hepatitis. Journal of Chinese Integrative Medicine, 2012, 10(11): 1211-1228