1.Research on the Law of Prevention of Deep Vein Thrombosis (DVT) Based on Text Mining and Doctor-Patient Interaction Forum
Yanhong LI ; Congcong OUYANG ; Lechun WANG ; Jingmin OU
Journal of Medical Informatics 2017;38(4):61-66
Based on the doctor-patient interaction forum of Haodaifu Online,Xunyiwenyao and Youwenbida,taking advantage of the text mining technologies and methods such as Chinese word segmentation,data cleaning and filtering,word frequency statistics,semantic network map and visualization,extract and summarize the symptoms,causes,common drugs,complications,non-drug therapy and nursing method of Deep Vein Thrombosis (DVT),the paper verifies the availability of text mining method in exploring the prevention law and method of diseases and the feasibility of application of doctor-patient interaction Q&A network data source in medical research.
2.Screening analysis of 4 710 cases of inherited metabolic diseases in high - risk infants using urease pretreat-ment-gas chromatography-mass spectrometry
Hu HAO ; Sitao LI ; Xuejun OUYANG ; Suzhen FANG ; Hekui LAN ; Chunhua ZHANG ; Congcong SHI ; Xin XIAO
Chinese Journal of Applied Clinical Pediatrics 2015;(21):1660-1662
Objective To detect the incidence of inherited metabolic diseases(IMD)and disorders of metabo-lism in 4 710 high - risk infants,as well as providing basis of clinical diagnosis and treatment by using urease pretreat-ment - gas chromatography - mass spectrometry(UP - GC - MS). Methods Samples were collected from high - risk infants with IMD,after removing urea,putting in internal standard,removing protein,vacuum drying and bis (trimethyl - silyl)trifluoroacetamide / trimethyl - chlorosilane derivativing,UP - GC - MS was used to analyze compo-sitions such as organic acids,amino acids,carbohydrates,pyridoxines,purines and pyrimidines,then metabolic analysis was proceeded to refer to the normal detection value of the healthy children,finally a metabolic diagnosis was made ba-sing on the clinical data such as the high - risk clinical manifestations and general biochemical tests and other special examinations. Results In the 4 710 cases,there were 98 cases of IMD(2. 1% ),326 cases of suspected IMD(6. 9% ), 2 610 cases of metabolic disorders(55. 4% ). There were 98 cases of IMD,including 57 cases of methylmalonic aciduria,12 cases of propionic acidemia,7 cases of glutaric aciduria,5 cases of hyperphenylalaninemia,maple syrup u-rine disease and multiple carboxylase defects each,4 cases of isovaleric acidemia and 3 cases of 4 - hydroxy butyric acid urine disease. Conclusions UP - GC - MS is a effective way to diagnose IMD and metabolic disorders of infants. Common IMD in Guangdong Province include methylmalonic aciduria,propionic academia,glutaric aciduria,hyperphe-nylalaninemia,maple syrup urine disease and multiple carboxylase defects. The results of the tests can provide effective guidance for diagnosis and treatment of suspected infants.