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Journal of Chinese Integrative Medicine ›› 2006, Vol. 4 ›› Issue (6): 560-566.doi: 10.3736/jcim20060603

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Progress and prospects of research on information processing techniques for intelligent diagnosis of traditional Chinese medicine

Chang-le Zhou1,Zhi-feng Zhang2   

  1. 1. Institute of Artificial Intelligence, Xiamen University, Xiamen, Fujian Province 361005, China
    2. School of Basic Medical Sciences, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
  • Online:2006-11-30 Published:2006-11-15

Information processing for intelligent diagnosis of traditional Chinese medicine (TCM), an important part of the modernization of Chinese medicine, attracts world-wide attention from the science circle. This article presents a systematic introduction to the development of information technology, especially the processing of pulse and tongue images and systems of computer-aided Chinese medical diagnosis. Furthermore, it points out four essential areas of future research, including epistemic logic system of syndrome differentiation, system construction technology, data miming technology and information acquisition and analysis in TCM diagnosis.

Key words: Traditional Chinese medicine, Diagnosis, Artificial intelligence, Tongue inspection, Pulse diagnosis

CLC Number: 

  • R2-03
[1] 史振武, 赵三强 . 中医药工程领域研究的新进展[J]. 世界科学技术——中医药现代化, 2005, 7(1): 89, 127-132
[2] 李景唐 . 中医脉象的客观检测和描述[J]. 医疗装备, 2005,18(5):7-12
doi: 10.3969/j.issn.1002-2376.2005.05.003
[3] 燕海霞, 王忆勤, 李福凤 . 中医脉象传感器的研究进展[J]. 上海中医药大学学报, 2005,19(1):62-64
doi: 10.3969/j.issn.1008-861X.2005.01.022
[4] 燕海霞, 王忆勤, 李福凤 . 脉象信号分析方法的研究与应用新解[J]. 中医药学刊, 2005,23(1):129-130, 190
[5] 费兆馥 . 现代中医脉诊学(第1版)[M]. 北京: 人民卫生出版社, 2003,( 第1版):10
[6] 李景唐 . 中医脉象的客观描述和检测[J]. 中国医疗器械杂志, 2001,25(6):318-323
[7] 傅骢远 . 中医脉诊研究述评[J]. 北京中医学院学报, 1993,16(2):3-9
[8] 张力 . 脉诊研究进展[J]. 山东中医学院学报, 1995,19(4):281-284
[9] 蔡轶珩, 沈兰荪, 黄祥林 . 脉象分析仪的研究进展[J]. 电子测量与仪器学报, 2002,16(4):55-59
[10] 王炳和, 相敬林 . 脉搏系数建模与脉象信息分析的研究进展[J]. 生物医学工程学杂志, 2002,19(2):329-333
doi: 10.3321/j.issn:1001-5515.2002.02.037
[11] 王贻俊, 王劲松, 蔡新吉 . ZMC-Ⅰ型脉象换能器的设计[J]. 现代医学仪器与应用, 1999,11(4):2-4
[12] 王贻俊, 王劲松, 蔡新吉 . MXY-Ⅱ型脉象仪的设计[J]. 现代医学仪器与应用, 2000,12(1):6-8
[13] 刘泉, 高路, 杨广昕 . 家用脉象图仪系统设计[J]. 武汉理工大学学报, 2001,23(4):48-50
doi: 10.3321/j.issn:1671-4431.2001.04.014
[14] 黄献平, 李冰星 . BYS-14型心电脉象仪与MX-811型脉象仪的比较[J]. 湖南中医学院学报, 1999,19(1):66-67
doi: 10.3969/j.issn.1674-070X.1999.01.044
[15] 闫述池, 胡家宁, 刘明岩 , 等. 仿中医脉象传感器的研究与应用[J]. 中国医学物理学杂志, 1996,13(4):245-247
[16] 刘梅, 郝小梅, 陈群 , 等. 中医脉诊客观化研究新探[J]. 中医函授通讯, 2000,19(2):9-11
[17] 汤伟昌 . 双探头复合式中医脉象传感器的研究[J]. 中国医疗器械杂志, 2000,24(1):16-19
doi: 10.3969/j.issn.1671-7104.2000.01.005
[18] 汤伟昌, 孙汉钧, 李斌芳 . 双路中医脉象检测方法的研究[J]. 中国医药学报, 2000,15(1):14-17
[19] 张凤英, 姚萝姑 . 多路脉象检测系统的设计[J]. 微型电脑应用, 1999,15(6):30-33
[20] 汤伟昌, 孙汉钧 . 多路脉象检测方法和换能器的研究[J]. 中国中医药科技, 2000,7(5):319-320
[21] 寿小云 . 中医脉象振动觉[J]. 北京中医药大学学报, 1998,21(1):23-26
[22] 王炳和, 董彦武, 仝杰 , 等. 人体脉象信息的声学检测与倒谱分析[J]. 自然科学进展——国家重点实验室通讯, 1993,3(6):508-514
[23] 姜凤歧, 郭山河, 张铁强 , 等. 利用光纤传感器的脉象仪研究[J]. 电子科学学刊, 1994,16(6):655-659
[24] 姜凤歧, 申弦京, 张铁强 . 光纤探头脉象仪的实验研究[J]. 吉林工业大学学报, 1993,23(3):56-59
[25] 刘文娜 . 脉诊客观化研究的超声技术应用进展[J]. 中国医药学报, 2003,18(9):557-559
doi: 10.3969/j.issn.1673-1727.2003.09.017
[26] 刘昭武, 李芳兰 . 双功超声血流图对脉象的初步观察[J]. 山西中医, 1993,9(5):43-44
[27] 刘瑞茂, 刘旭光, 刘熙和 , 等. 寸口桡动脉管参数激振模型[J]. 福州大学学报(自然科学版), 1995,23(6):1-6
[28] 邓原成, 王新 . 脉象图的参数模型及其应用研究[J]. 北京生物医学工程, 1994,13(1):1-9
[29] 刘保延, 胡镜清, 谢雁鸣 , 等. 中医药学现代个体诊疗体系建立的构想与研究[J]. 世界科学技术——中医药现代化, 2003,5(1):1-5
doi: 10.11842/wst.2003.1.[sequence]
[30] 关晓光, 李宝琴 . 简单的逆向追求与脉诊客观化的困惑[J]. 医学与哲学, 1998,19(4):212
[31] 李洪娟 . 对现代中医脉诊研究的反思[J]. 中国中医基础医学杂志, 2003,9(11):11-13, 16
[32] 岳小强, 刘庆 . 中医舌象计算机识别研究的现状分析[J]. 中西医结合学报, 2004,2(5):326-329
[33] 陈群, 徐志伟, 刘梅 . 中医舌诊客观化识别技术的现代研究[J]. 中医药学刊, 2004,22(7):1215-1216
doi: 10.3969/j.issn.1673-7717.2004.07.006
[34] 莫传伟, 武哲丽, 陈群 . 中医舌诊客观化识别与图像技术的探析[J]. 中医药学刊, 2005,23(6):1032-1034
[35] 高丽, 令晓明 . 中医舌诊客观化研究进展[J]. 仪器仪表学报, 2005,26(增刊):724-726, 731
[36] 北京工业大学信号与信息处理研究室. 中医舌像分析仪[J]. 电子学报, 2002,30(2):244
doi: 10.3321/j.issn:0372-2112.2002.02.044
[37] 张新峰, 沈兰荪 . 现代信息融合技术应用于中医舌象分析的初步研究[J]. 测控技术, 2005,24(5):30-33, 43
doi: 10.3969/j.issn.1000-8829.2005.05.009
[38] 沈兰荪, 蔡轶珩, 卫保国 , 等. 中医舌象分析技术的研究[J]. 世界科学技术——中医药现代化, 2003,5(1):15-19
[39] 卫保国, 沈兰荪, 王艳清 , 等. 数字化中医舌象分析仪[J]. 中国医疗器械杂志, 2002,26(3):164-166, 169
doi: 10.3969/j.issn.1671-7104.2002.03.003
[40] 王爱民, 赵忠旭, 沈兰荪 . 中医舌象自动分析中舌色、苔色分类方法的研究[J]. 北京生物医学工程, 2000,19(3):136-141
[41] 蔡轶珩, 刘长江, 沈兰荪 . 新型舌象分析仪的设计方案[J]. 测控技术, 2005,24(5):34-36, 47
doi: 10.3969/j.issn.1000-8829.2005.05.010
[42] 王永刚, 王爱民, 沈兰荪 . 舌象分析仪中舌色重现方法的研究[J]. 照明工程学报, 2001,12(2):4-10
doi: 10.3969/j.issn.1004-440X.2001.02.002
[43] 王艳清, 卫保国, 蔡轶珩 , 等. 一种基于先验知识的自动舌体分割算法[J]. 电子学报, 2004,32(3):489-491
doi: 10.3321/j.issn:0372-2112.2004.03.031
[44] 卫保国, 沈兰荪, 蔡轶珩 , 等. 中医舌苔腐腻分析算法的研究[J]. 电子学报, 2003,31(12A):2083-2086
doi: 10.3321/j.issn:0372-2112.2003.z1.032
[45] 沈兰荪, 王爱民, 卫保国 , 等. 图像分析技术在舌诊客观化中的应用[J]. 电子学报, 2001,29(12A):1762-1765
[46] 卫保国, 沈兰荪, 蔡轶珩 . 舌体歪斜的自动分析[J]. 计算机工程与应用, 2003,39(25):22-25
doi: 10.3321/j.issn:1002-8331.2003.25.007
[47] 张新峰, 沈兰荪, 卫保国 , 等. 多类支撑向量机在中医舌质、舌苔分类和识别的应用研究[J]. 电路与系统学报, 2004,9(5):110-113
[48] 蔡轶珩, 沈兰荪 . 二分光反射模型在中医舌苔润燥分析中的应用[J]. 电子学报, 2004,32(6):1026-1028
doi: 10.3321/j.issn:0372-2112.2004.06.038
[49] 卫保国, 沈兰荪 . 舌体胖瘦的自动分析[J]. 计算机工程, 2004,30(11):25-26, 68
doi: 10.3969/j.issn.1000-3428.2004.11.011
[50] 孙炀, 罗瑜, 周昌乐 , 等. 一种基于分裂-合并方法的中医舌像区域分割算法及其实现[J]. 中国图象图形学报, 2003,8(A版12):1395-1399, F003
doi: 10.3969/j.issn.1006-8961.2003.12.004
[51] 张志枫, 顾超, 王志国 , 等. WZX舌色分析系统在胃病患者舌像信息处理中的应用[J]. 上海中医药大学学报, 2004,18(3):52-55
doi: 10.3969/j.issn.1008-861X.2004.03.017
[52] 许家佗, 周昌乐, 方肇勤 , 等. 舌象颜色特征的计算机分析与识别研究[J]. 上海中医药大学学报, 2004,18(3):43-47
[53] 许家佗, 周昌乐, 张志枫 . 舌象图像分析中纹理特征的分析与识别 . 上海市中西医结合学会“四诊”分会学术会议论文 . 上海 , 2003 -04. 60-65.,,( ):
[54] 张志枫, 周昌乐, 许家佗 , 等. 舌色视觉计算方法在中成药疗效评估中的应用[J]. 上海中医药大学学报, 2005,19(3):45-48
[55] 张志枫, 周昌乐, 许家佗 . 计算机图像处理在中医舌诊的研究. 中国中西医结合第七次“四诊”研究学术会议 . 乌鲁木齐, 2004 -08. 20-22.
[56] 许家佗, 周昌乐, 方肇勤 , 等. 舌象颜色特征的计算机分析与识别研究[J]. 上海中医药大学学报, 2004,18(3):43-47
[57] 张志枫, 王志国, 周昌乐 , 等. WZX中医舌色分析系统的设计与实现[J]. 医学信息, 2005,18(6):550-553
[58] 许家佗, 张志枫, 孙炀 , 等. 舌象图像分析中点刺与瘀点特征的识别[J]. 上海中医药大学学报, 2004,18(4):38-40
[59] 许家佗, 包怡敏, 张志枫 , 等. 166例慢性胃炎患者舌象特征的计算机识别研究[J]. 中医杂志, 2003,44(12):934-936
doi: 10.3321/j.issn:1001-1668.2003.12.031
[60] 许家佗, 孙炀, 张志枫 , 等. 基于差分统计方法的舌象纹理特征的分析与识别[J]. 上海中医药大学学报, 2003,17(3):55-58
[61] 诸薇娜, 周昌乐, 徐丹 , 等. 基于颜色纹理的图像多特征图像检索技术在中医舌诊中的应用研究[J]. 中国图象图形学报, 2005,10(8):992-998
doi: 10.11834/jig.200508184
[62] 诸薇娜, 徐丹, 周昌乐 . 基于内容的图像检索在舌诊客观化应用中的研究[J]. 云南大学学报, 2004,( 5):138-143
[63] 诸薇娜, 徐丹, 周昌乐 . 结合颜色纹理特征的检索技术在中医舌诊中的应用研究 . 十三届全国多媒体技术会议 . 浙江宁波, 2004. 112-118.
[64] WuLi Y, Zhou CL, Zhang ZF .Genetic neural network for traditional Chinese medicine. In: Proceedings of the 2005 International Conference on Neural Networks and Brain, Vols 1-3. Beijing, China, October 13-15, 2005. New York: Institute of Electrical and Electronics Engineers Inc., 2005. 339-342.
[65] Li WS, Zhou CL, Zhang ZF , The segmentation of the body of tongue based on the improved snake algorithm in traditional Chinese medicine. In: Proceeding of the 5th World Congress on Intelligent Control and Automation. Hangzhou, China, June 15-19, 2004.
[66] Li WS, Xu JT, Zhou CL , et al. A novel method of tongue image recognition. In: Fifth International Conference on Computer and Information Technology--Proceedings. Shanghai, China, September 21-23, 2005. Los Alamitos: IEEE Computer Society, 2005. 586-590.
[67] .[ OTHER].Li WS, Zhou CL, Zhang ZF , et al. Tracking of dynamic tongue in traditional Chinese medicine. In: 2005 International Conference on Machine Learning and Cybernetics. Guangzhou, China, August 18-21, 2005. Piscataway: Institute of Electrical and Electronics Engineers Computer Society, 2005. 5336-5340.
[68] 周越, 沈利, 杨杰 . 基于图像处理的中医舌像特征分析方法[J]. 红外与激光工程, 2002,31(6):490-494
[69] 周越, 杨杰, 沈利 . 中医舌象信息的数字化方法研究[J]. 生物医学工程学杂志, 2004,21(6):917-920
doi: 10.3321/j.issn:1001-5515.2004.06.010
[70] 王郁中, 杨杰, 周越 , 等. 一种舌图像中舌体的自动提取方法[J]. 计算机仿真, 2005,22(2):232-235
[71] Wang YG, Zhou Y, Yang J , et al. An image analysis system for tongue diagnosis in traditional Chinese medicine[J].Lect Notes Comput Sci, 2004, 3314 1181-1186
doi: 10.1007/978-3-540-30497-5_181
[72] Wang YG, Zhou Y, Yang J , et al. JSEG based color separation of tongue image in traditional Chinese medicine[J]. Lect Notes Comput Sci , 2004, 3287 503-508
doi: 10.1007/978-3-540-30463-0_63
[73] 杜军平, 涂序彦 . 计算机图像处理技术在舌像特征提取中的应用[J]. 中国医学影像技术, 2003,19(增刊):150-152
doi: 10.3321/j.issn:1003-3289.2003.z1.037
[74] 朱洁华, 阮邦志, 励俊雄 , 等. 舌诊客观化研究的一种图像处理方法[J]. 中国生物医学工程学报, 2001,20(2):132-137
doi: 10.3969/j.issn.0258-8021.2001.02.007
[75] 任继军 . 基于灰度空间自动阈值选取的彩色舌图像分割算法[J]. 陕西科技大学学报, 2005,23(2):73-77
doi: 10.3969/j.issn.1000-5811.2005.02.017
[76] 晏峻峰, 季梁, 施诚 . 基于图像分析技术的开放式舌象研究平台的构建[J]. 医学信息(计算机辅助应用), 2004,17(1):2-3
[77] Pang B, Zhang D, Wang KQ . Tongue image analysis for appendicitis diagnosis[J]. Inf Sci, 2005,175(3):160-176
doi: 10.1016/j.ins.2005.01.010
[78] Pang B, Zhang D, Wang KQ . The bi-elliptical deformable contour and its application to automated tongue segmentation in Chinese medicine[J]. IEEE Trans Med Imaging, 2005,24(8):946-956
[79] Pang B, Zhang D, Li NM , et al. Computerized tongue diagnosis based on Bayesian networks[J]. IEEE Trans Biomed Eng, 2004,51(10):1803-1810
doi: 10.1109/TBME.2004.831534 pmid: 15490827
[80] Li CH, Yuen PC . Tongue image matching using color content[J]. Pattern Recogn, 2002,35(2):407-419
doi: 10.1016/S0031-3203(01)00021-8
[81] .[ OTHER].Jang JH, Kim JE, Park KM , et al. Development of the digital tongue inspection system with image analysis. In: Annual International Conference of the IEEE Engineering in Medicine and Biology--Proceedings, v 2. Houston, TX, United States, October 23-26, 2002. Piscataway: Institute of Electrical and Electronics Engineers Inc., 2002. 1033-1034.
[82] .[ Pham B, Cai Y . Visualization techniques for tongue analysis in traditional Chinese medicine. In: Proceedings of SPIE--The International Society for Optical Engineering, v 5367. San Diego, CA, United States, February 15-17, 2004. Bellingham: International Society for Optical Engineering, 2004. 171-180.
[83] Cai Y . A novel imaging system for tongue inspection. In: Conference Record--IEEE Instrumentation and Measurement Technology Conference, v 1. Anchorage, AK, May 21-23, 2002. Piscataway: Institute of Electrical and Electronics Engineers Inc., 2002. 159-163.
[84] Zuo WM, Wang KQ, Zhang D , et al. Combination of polar edge detection and active contour model for automated tongue segmentation. In: Proceedings--Third International Conference on Image and Graphics. Hong Kong, December 18-20, 2004. Los Alamitos: IEEE Computer Society, 2004. 270-273.
[85] 刘关松, 徐建国, 高敦岳 . 舌图像自动分割方法[J]. 计算机工程, 2003,29(12):63-64, 74
[86] 宋宝珠, 程钊, 孙立友 , 等. 中医专家电脑系统研究概况[J]. 安徽中医学院学报, 1987,( 4):56-62
[87] 田禾, 周国栋 . 通用中医专家系统GTS模型的设计与实现[J]. 计算机学报, 1987,( 8):62-66
[88] 罗运模 . 中医专家系统MONKEY的实现方法与技术[J]. 计算机学报, 1988,( 6):53-59
[89] 孙德保, 程良铨, 吕汉兴 , 等. 全病域中医专家系统的研究[J]. 华中科技大学学报(自然科学版), 1989,( 5):11-16
[90] 郭景, 孙世元 . 中医专家系统生成工具MEST[J]. 小型微型计算机系统, 1990,11(8):18-22
[91] 吕汉兴, 孙德保, 程良铨 , 等. 中医专家系统辨证推理的决策模型[J]. 华中理工大学学报, 1989,17(6):67-72
[92] 蔡经球, 郭红 . 模糊专家系统的结构与设计[J]. 小型微型计算机系统, 1989,10(2):7-11
[93] Adlassing KP . A fuzzy logical model of computer-assisted medical diagnosis[J]. Methods Inf Med, 1980,19(3):141-148
doi: 10.1055/s-0038-1635271 pmid: 6997678
[94] 郭红, 黄永亨 . 模糊中医专家系统外壳——FESS的设计[J]. 福州大学学报(自然科学版), 1994,22(3):20-24
[95] 王建生 .模糊数学在中医诊断中的应用[J].甘肃中医学院学报, 1992,( 2): 47, 54
[96] 张红梅, 王永成 . 一个仿人疾病诊断专家系统模型[J]. 计算机应用研究, 2000,17(1):41-43
doi: 10.3969/j.issn.1001-3695.2000.01.015
[97] 曹元大, 蒋怒涛 . 一种分布式协作专家系统工具的设计与实现[J]. 北京理工大学学报, 1998,18(6):701-705
[98] 高玮玲, 曹元大, 王澜 . 协同式中医诊断专家系统的设计与实现[J]. 北京理工大学学报, 1998,18(6):753-755
[99] 田禾, 戴汝为 . 基于人工神经元网络的中医专家系统外壳NNS[J]. 计算机学报, 1990,13(5):397-400
[100] 陈五零, 王存冉, 郭荣江 . 神经元网络模型及其在中医诊断方面的应用[J]. 中华医学杂志, 1991,71(2):111-113
[101] 陈玲, 李为民 . 一个基于NN的高血压中医诊疗专家系统原型[J]. 计算机工程, 1994,20(2):23-26
[102] 舒忠正 . 一个具有双层推理模型的医学专家系统[J]. 南京航空航天大学学报, 1994,26(3):376-383
[103] 宋红, 林家瑞 . 用于医学辅助诊断的神经网络方法的应用研究[J]. 生物医药工程学杂志, 1996,13(2):141-144
[104] 边沁, 何裕民, 施小成 , 等. 基于MFB-P算法的中医证型的神经网络模型初探[J]. 中国中医基础医学杂志, 2001,7(5):66-69
doi: 10.3969/j.issn.1006-3250.2001.05.034
[105] 樊晓平, 彭展, 杨胜跃 , 等. 基于多层前馈型人工神经网络的抑郁症分类系统研究[J]. 计算机工程与应用, 2004,40(13):205-208
doi: 10.3321/j.issn:1002-8331.2004.13.067
[106] 龚德平, 高颖, 唐涛 . 基于数据挖掘的数字化中医诊断系统[J]. 中国医学影像技术, 2003,19(z1):134-136
doi: 10.3321/j.issn:1003-3289.2003.z1.032
[107] Chen HJ . Towords a grid-based architecture for traditional Chinese medicine. In: Proceedings of the International Workshop. 2003. 62-69.
doi: 10.1109/CLADE.2003.1210001
[108] 李海鲲, 胡存刚, 宗仁鹤 . 基于数据库的中医专家诊断系统的研究[J]. 微处理机, 2005,26(1):26-28
[109] 徐蕾, 贺佳, 孟虹 , 等. 基于信息熵的决策树在慢性胃炎中医辨证中的应用[J]. 第二军医大学学报, 2004,25(9):1009-1012
doi: 10.3969/j.issn.1002-3674.2004.06.004
[110] .[ Chris Tseng H, Teog DW . Medical expert system with elastic fuzzy logic. In: IEEE International Conference on Fuzzy Systems, v 3. Orlando, FL, USA, June 26-29, 1994. Piscataway: Institute of Electrical and Electronics Engineers Inc., 1994. 2067-2071.
[111] Watsuji T, Arita S, Shinohara S , et al. Medical application of fuzzy theory to the diagnostic system of tongue inspection in traditional Chinese medicine. In: IEEE International Conference on Fuzzy Systems, v 1. Seoul, South Korea, August 22-25, 1999. Piscataway: Institute of Electrical and Electronics Engineers Inc., 1999. 145-148.
[112] Wang XW, Qu HB, Liu P , et al. A self-learning expert system for diagnosis in traditional Chinese medicine[J]. Expert Syst Appl, 2004,26(4):557-566
doi: 10.1016/j.eswa.2003.10.004
[113] 林维鉴 . 中医专家系统研究的反思及其对策[J]. 福建中医学院学报, 1997,7(1):6-8
[114] 程良铨, 孙德保, 吕汉兴 , 等. 数据库及知识工程在中医专家系统中的应用[J]. 华中科技大学学报(自然科学版), 1989,( 5):17-22
[115] 杨景灿 . 中医专家系统的知识表示和推理策略[J]. 中国中医药科技, 1994,1(4):36-38
[116] 李甦, 袁勇 . 医学专家系统中知识表示、获取和推理的两种方法[J]. 计算机工程与应用, 2002,38(2):210-213
doi: 10.3321/j.issn:1002-8331.2002.02.071
[117] .[ OTHER].Yang XB, Liang ZH, Zhang G , et al. A classification algorithm for TCM syndromes based on P-SVM. In: Proceedings of 2005 International Conference on Machine Learning and Cybernetics. 2005. 3692-3697,,():
[118] Wang XW, Qu HB, Liu XS , et al. Bayesian network approach to knowledge discovery in traditional Chinese medicine[J]. J Zhejiang Univ Eng Sci, 2005,39(7):948-952
[119] .[ Zheng NG, Wu ZH ,TCM-SIRD: An integrated aided system for traditional Chinese medicine Sizheng. In: Conference Proceedings--IEEE International Conference on Systems, Man and Cybernetics, v 4. The Hague, Netherlands, October 10-13, 2004. New York: Institute of Electrical and Electronics Engineers Inc., 2004. 3864-3868.
[120] 刘少辉, 刘清 . Rough集及在近似推理中的应用[J]. 计算机应用, 1999,19(5):39-41
[121] .[ Yuan LC, Feng C. , Approximate reasoning in traditional Chinese medical diagnosis and treatment for the abnormal rhythm of heart-beats. In: Intelligent engineering systems through artificial neural networks, v 13, Proceedings of the Artificial Neural Networks in Engineering Conference. St. Louis, MO., United States, November 2-5, 2003. American Society of Mechanical Engineers, 2003. 827-834.
[122] 王海舜 . 基于确定性因子的中医辨证不确定性推理模型[J]. 计算机应用, 1999,19(4):8-11
doi: 10.1016/B978-008043005-8/50012-3
[123] 李海鲲, 宗仁鹤 . 基于不确定推理模型的中医诊断专家系统的研制[J]. 安徽教育学院学报, 2004,22(6):39-41
doi: 10.3969/j.issn.1674-2273.2004.06.014
[124] 章浩伟, 朱训生, 杨华元 . 中医证候分级推理诊断方法[J]. 计算机工程与应用, 2005,41(9):207-209
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