Characteristic Pattern Study of Coronary Heart Disease with Blood Stasis Syndrome Based on Decision Tree

التفاصيل البيبلوغرافية
العنوان: Characteristic Pattern Study of Coronary Heart Disease with Blood Stasis Syndrome Based on Decision Tree
المؤلفون: Shuwen Guo, Wei Wang, Jianxin Chen, Huihui Zhao, Chenglong Zheng, Na Hou, Chan Chen, Peng Tan, Lingyan Zhao, Qi Shi, Qing Yao, Juan Wang
المصدر: 2010 4th International Conference on Bioinformatics and Biomedical Engineering.
بيانات النشر: IEEE, 2010.
سنة النشر: 2010
مصطلحات موضوعية: Related factors, medicine.medical_specialty, Unstable angina, business.industry, Stasis Syndrome, Decision tree, Blood stasis, medicine.disease, Coronary heart disease, Clinical diagnosis, Internal medicine, medicine, Cardiology, business, Cause of death
الوصف: Coronary heart disease (CHD) remains the single leading cause of death of adults worldwide, but the traditional related factors can not explain the whole situations. Unstable angina (UA) is a type of CHD. The aim of this study was to establish clinical diagnose pattern for UA with blood stasis syndrome. Twenty-two biological parameters were detected on seven hundreds and seventy-six unstable angina with or without blood stasis syndrome patients. Using decision tree, we gain a pattern made by four biological parameters which could distinguish unstable angina with blood stasis syndrome patients from the none-blood stasis syndrome patients. The diagnosis accuracy could reach 82%. The obtained patterns are validated by 3-fold cross validation. Though the diagnosis accuracy is not very high, the pattern may be useful in the syndrome clinical diagnosis in the future.
تدمد: 2151-7614
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_________::2a25b2e4eb0236b206268a54c384b1c1Test
https://doi.org/10.1109/icbbe.2010.5515979Test
رقم الانضمام: edsair.doi...........2a25b2e4eb0236b206268a54c384b1c1
قاعدة البيانات: OpenAIRE