Objective:To discover the population characteristics of the syndrome types of Acquired Immune Deficiency Syndrome.Methods:Data mining method for feature selection was used.Results:Main symptoms based on feature select...Objective:To discover the population characteristics of the syndrome types of Acquired Immune Deficiency Syndrome.Methods:Data mining method for feature selection was used.Results:Main symptoms based on feature selection are as follows,deficiency of both qi and blood(pale complexion,fear of cold,easy to catch a cold,pale tongue,weak pulse);liver depression and qi stagnation with effulgent fire(anxiety,insomnia,chest and hypochondrium,irregular menstruation,thin and whitish coating on the tongue,stringy pulse);dual deficiency of qi and yin(low-grade fever and night sweating,yellow urine,pale complexion,dysphoria with feverish sensation in chest,dry cough with less phlegm,weakness,dizziness,dry and red tongue,little coating,thread and rapid pulse);deficiency of spleen and kidney,dampness pathogen blockage(diarrhea,loose stool,eat less and abdominal nausea,abdominal pain,sallow complexion,nausea,vomiting,loss of hair,deafness and tinnitus,pale tongue with whitish coating,deep and thready pulse,slippery and rapid pulse);qi deficiency with blood stasis(weakness,spontaneous sweating,dry mouth without desire to drink,easy to catch a cold,shortness of breath,sallow complexion,eat less and loose stools,dim tongue quality,hesitant pulse).Conclusion:Based on the feature selection method,we can find the main characteristics of Acquired Immune Deficiency Syndrome,and provide objective reference for clinical diagnosis and treatment.展开更多
HL-2A tokamak experiment data system （ HL-2A EDS ） consists of an experiment network, various of dada acquiring sub-systems, a great deal of realtime data processing applications, a display system, a lot of interact...HL-2A tokamak experiment data system （ HL-2A EDS ） consists of an experiment network, various of dada acquiring sub-systems, a great deal of realtime data processing applications, a display system, a lot of interacting data analyzing workstations, a data storage system, a management platform, and a high performance computer. The system was built start in 2002, and has been modified greatly since then.展开更多
基金National Key Research and Development Program of the Ministry of Science and Technology (2017YFC1703503):Innovative Research on Data Collection Of Medical Record Homepage and TCM Medical Quality Evaluation SystemNational Natural Science Foundation of China National Natural Science(NO. 81674101):Research on The Method of Discovering the Dynamic Target Relationship Between AIDS Prescriptions Based on Multi-example and Multi-marker LearningSpecial Fund for Basic Scientific Research Business Expenses of Central Public Welfare Scientific Research Institutes (NO. ZZ11-063):Exploring Research Based on The Performance Evaluation Method of DRG Chinese Medicine Hospitals
文摘Objective:To discover the population characteristics of the syndrome types of Acquired Immune Deficiency Syndrome.Methods:Data mining method for feature selection was used.Results:Main symptoms based on feature selection are as follows,deficiency of both qi and blood(pale complexion,fear of cold,easy to catch a cold,pale tongue,weak pulse);liver depression and qi stagnation with effulgent fire(anxiety,insomnia,chest and hypochondrium,irregular menstruation,thin and whitish coating on the tongue,stringy pulse);dual deficiency of qi and yin(low-grade fever and night sweating,yellow urine,pale complexion,dysphoria with feverish sensation in chest,dry cough with less phlegm,weakness,dizziness,dry and red tongue,little coating,thread and rapid pulse);deficiency of spleen and kidney,dampness pathogen blockage(diarrhea,loose stool,eat less and abdominal nausea,abdominal pain,sallow complexion,nausea,vomiting,loss of hair,deafness and tinnitus,pale tongue with whitish coating,deep and thready pulse,slippery and rapid pulse);qi deficiency with blood stasis(weakness,spontaneous sweating,dry mouth without desire to drink,easy to catch a cold,shortness of breath,sallow complexion,eat less and loose stools,dim tongue quality,hesitant pulse).Conclusion:Based on the feature selection method,we can find the main characteristics of Acquired Immune Deficiency Syndrome,and provide objective reference for clinical diagnosis and treatment.
文摘HL-2A tokamak experiment data system （ HL-2A EDS ） consists of an experiment network, various of dada acquiring sub-systems, a great deal of realtime data processing applications, a display system, a lot of interacting data analyzing workstations, a data storage system, a management platform, and a high performance computer. The system was built start in 2002, and has been modified greatly since then.
