FPGA implementation of fuzzy medical decision support system for disc hernia diagnosis
نویسندگان
چکیده
The aim of this study was to create a decision support system for disc hernia diagnostics based on real measurements foot force values from sensors and fuzzy logic, as well implement the Field Programmable Gate Array (FPGA). results show that created logic had 92.8% accuracy pre-operational diagnosis very high match between Matlab FPGA output (94.2% condition, 100% post-operational after physical therapy conditions). Interestingly enough, our is also able detect improvements in patient condition surgery therapy. main benefit using FPGAs an inexpensive, portable expert time acquisition, processing providing objective recommendation tracking improvement.
منابع مشابه
Medical Decision Support System for Typhoid Diagnosis
AbstractThis paper defines an intelligent decision support system for diagnostics for typhoid fever. Typhoid fever has numerous variables involved in identification of the disease. These variable are transformed into membership functions and passed onto the Fuzzy Logic System. The fuzzy logic System consists of the following stages fuzzification which converts the crisp data into variable data,...
متن کاملMedical decision support system for diagnosis of neuromuscular disorders using DWT and fuzzy support vector machines
The motor unit action potentials (MUAPs) in an electromyographic (EMG) signal provide a significant source of information for the assessment of neuromuscular disorders. In this work, different types of machine learning methods were used to classify EMG signals and compared in relation to their accuracy in classification of EMG signals. The models automatically classify the EMG signals into norm...
متن کاملDesign and implementation of an intelligent clinical decision support system for diagnosis and prediction of chronic kidney disease
Introduction: Chronic kidney disease (CKD) is one of the most important public health concerns worldwide. The steady increase in the number of people with End-stage renal disease (ESRD) needing a kidney transplant to survive and incur high costs, highlights early diagnosis and treatment of the disease. This study aimed to design a Clinical Decision Support System (CDSS) for diagnosing CKD and p...
متن کاملType-2 Fuzzy Hybrid Expert System For Diagnosis Of Degenerative Disc Diseases
One-third of the people with an age over twenty have some signs of degenerated discs. However, in most of the patients the mere presence of degenerative discs is not a problem leading to pain, neurological compression, or other symptoms. This paper presents an interval type-2 fuzzy hybrid rule-based system to diagnose the abnormal degenerated discs where pain variables are represented by interv...
متن کامل”PROMEDAS” a probabilistic decision support system for medical diagnosis SNN
The use of patient-specific Decision Support Systems (DSS) may improve the quality and efficiency of health care, while reducing its costs at the same time. The adoption of such a system is largely compatible with the principles of " Evidence Based Medicine " and patient oriented care. PROMEDAS (PRObabilistic MEdical Diagnostic Advisory System) is a prototype DSS, based on a probabilistic model...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Computer Science and Information Systems
سال: 2021
ISSN: ['1820-0214', '2406-1018']
DOI: https://doi.org/10.2298/csis200224015s