文章基本信息

标题：FPGA implementation of fuzzy medical decision support system for disc hernia diagnosis
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作者：Šušteršič Tijana ; Peulić Miodrag ; Peulić Aleksandar 等
期刊名称：Computer Science and Information Systems
印刷版ISSN：1820-0214
电子版ISSN：2406-1018
出版年度：2021
卷号：18
期号：3
页码：619-640
DOI：10.2298/CSIS200224015S
语种：English
出版社：ComSIS Consortium
摘要：The aim of this study was to create a decision support system for disc hernia diagnostics based on real measurements of foot force values from sensors and fuzzy logic, as well as to implement the system on Field Programmable Gate Array (FPGA). The results show that the created fuzzy logic system had the 92.8% accuracy for pre-operational diagnosis and very high match between the Matlab and FPGA output (94.2% match for pre-operational condition, and 100% match for the post-operational and after physical therapy conditions). Interestingly enough, our system is also able to detect improvements in patient condition after the surgery and physical therapy. The main benefit of using FPGAs in this study is to create an inexpensive, portable expert system for real time acquisition, processing and providing the objective recommendation for disc hernia diagnosis and tracking the condition improvement.
关键词：disc hernia diagnosis;fuzzy inference systems;FPGA;medical decision support system;hardware