التفاصيل البيبلوغرافية
| العنوان: |
Identification of Risk Factors for Acute Heart Failure in Early Postoperative Period |
| المؤلفون: |
Яковенко, Алена Викторовна, Руденко, Анатолий Викторович, Настенко, Евгений Арнольдович, Руденко, Николай Леонидович, Павлов, Владимир Анатолиевич |
| المصدر: |
Eastern-European Journal of Enterprise Technologies |
| بيانات النشر: |
PC TECHNOLOGY CENTER |
| سنة النشر: |
2013 |
| المجموعة: |
neliti (Indonesia's Think Tank Database) |
| مصطلحات موضوعية: |
coronary heart disease, coronary artery bypass surgery, risk factors, acute heart failure, ишемическая болезнь сердца, аорто-коронарное шунтирование, факторы риска, острая сердечная недостаточность, УДК 519.216.3:616.12, ішемічна хвороба серця, аорто-коронарне шунтування, фактори ризику, гостра серцева недостатність, Indonesia |
| الوصف: |
The article discusses the application of methods of intellectual analysis in identifying the structure of the risk factors of progress of acute heart failure, which patients with coronary heart disease may incur. The main objective of the study is to analyze these methods and to construct a mathematical model of forecasting the progress of acute heart failure in early postoperative period. In this article, we discuss the results of binary logistic regression, discriminant analysis and Multifactor Dimensionality Reduction. The comparative analysis revealed that the BLR provides a higher percentage of correct assignments, sensitivity and specificity, which indicates the high quality of the obtained model.The method MDR helps to identify the hierarchy of interactions of risk factors and the systematic links themselves. It allows you to determine the direction, strength of influence and extent of contingency of factors with an indicator of entropy. The research results can be applied to develop a decision support system to optimize the structure of therapeutic measures to minimize the risk of AHF in the early postoperative period, which patients with coronary heart disease may incur after coronary artery bypass surgery. |
| نوع الوثيقة: |
article in journal/newspaper |
| وصف الملف: |
application/pdf |
| اللغة: |
Indonesian |
| Relation: |
https://www.neliti.com/publications/305277/identification-of-risk-factors-for-acute-heart-failure-in-early-postoperative-pe |
| الاتاحة: |
https://www.neliti.com/publications/305277/identification-of-risk-factors-for-acute-heart-failure-in-early-postoperative-pe |
| Rights: |
(c) Eastern-European Journal of Enterprise Technologies, 2013 |
| رقم الانضمام: |
edsbas.FA99AE60 |
| قاعدة البيانات: |
BASE |