基本信息:
- 专利标题: Diagnosis of Coronary Artery Disease using Fuzzy Expert System
- 申请号:AU2021102779 申请日:2021-05-23
- 公开(公告)号:AU2021102779A4 公开(公告)日:2022-04-28
- 发明人: KASBE TANMAY , VASEER GURVEEN , KUMAR ANIL
- 申请人: KASBE TANMAY DR , KUMAR ANIL MR , VASEER GURVEEN DR
- 专利权人: KASBE TANMAY DR,KUMAR ANIL MR,VASEER GURVEEN DR
- 当前专利权人: KASBE TANMAY DR,KUMAR ANIL MR,VASEER GURVEEN DR
- 优先权: AU2021102779 2021-05-23
- 主分类号: G16H50/20
- IPC分类号: G16H50/20 ; G06N3/04 ; G06N3/08
摘要:
Abstract The present disclosure seeks to provide a method to predict coronary artery disease using fuzzy expert system. In this disclosure, expert system is designed by the help of fuzzy logic toolbox and Mamdani interface system was used. It is one of the most efficient methods to create an expert system and diagnosis the heart disease. The proposed implementation system has better performance and accuracy compared with the previous research related to diagnosis of heart disease. So far, 94.5% accuracy has been archived, which is the highest accuracy when using fuzzy expert system. From the result, it can be concluded that the proposed system has the highest accuracy but it will still require getting more accuracy. r(4 1 t wf 00 r4 0: 00 0 r-i r 4-i c a,) -~0 E E ) E) 0 -3 . -~ Li a)a0 a) C 0 cu. C a) Za Li 4-0 a)o bo a) E. a) a)c a) a) 7 I- -u o~ ~ - >- I L 1 I r-Jr. IL i
信息查询:
EspacenetIPC结构图谱:
G | 物理 |
--G16 | 特别适用于特定应用领域的信息通信技术 |
----G16H | 医疗保健信息学,即专门用于处置或处理医疗或健康数据的信息和通信技术 |
------G16H50/00 | 专门适用于医疗诊断,医学模拟或医疗数据挖掘的ICT;专门适用于检测、监测或建模流行病或传染病 |
--------G16H50/20 | .用于计算机辅助诊断,例如医疗专家系统 |