Design of a Fuzzy Expert System for Disease Diagnosis Based on the Blood Test
Publish place: 3rd International Conference on Soft Computing
Publish Year: 1398
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
CSCG03_010
تاریخ نمایه سازی: 14 فروردین 1399
Abstract:
This research aims to propose a fuzzy medical expert system capable of diagnosing the minor diseases that a general practitioner deduces from a conventional blood test. At the first stage, the designed system inputs a blood test, following this, based on the knowledge extracted from a vast number of expert general practitioners, the system begins to acquire data about patients by creating a list of inquiries and eventually, diagnoses the diseases by establishing a fuzzy inference engine. Moreover, a graphic user interface is developed to satisfy the requirement of displaying the outputs and interaction with patients. In order to prove the practical use of the expert system, a real study was conducted by testing the designed expert system on a mature male patient blood test.
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Authors
Arash Hosseyni
Department of Electrical Engineering, Shahid Beheshti University, Tehran, Iran;
Farzane Khormali
Department of Electrical Engineering, Shahid Beheshti University, Tehran, Iran
Shayan Sepahvand
Department of Electrical Engineering, Shahid Beheshti University, Tehran, Iran