The SPECIALIST System

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What is an Expert System?

An expert system is an artificial intelligence (AI) program that simulates the decision-making ability of a human expert in a specific domain, such as maternal health and pregnancy-related diseases. It uses medical rules and computational methods to provide accurate diagnoses based on the symptoms entered by the user.

Benefits of the System

  • Fast and accurate initial assessment
  • Available 24 hours a day
  • Reduces the risk of misdiagnosis
  • Educates users about maternal and fetal health
  • Supports healthcare professionals

How the System Works

Step 1

The user selects the symptoms experienced during pregnancy.

Step 2

The system calculates probabilities using the Naïve Bayes method.

Step 3

Results are displayed with probability percentages and the most likely diagnosis.

System Features

Symptom-based Diagnosis
Results with Probability Percentages
Data-driven Decision Support
User-friendly Interface

System Overview

18

Total Pregnancy-Related Diseases

52

Total Symptoms

Technologies Used

CodeIgniter 4

Backend Framework

MySQL

Database

Bootstrap 5

Frontend Design

Naïve Bayes

AI Method