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Medical Expert System

Proof-of-concept (POC) of a medical diagnosis system using a probabilistic expert system, which is based on Noisy-or Bayesian Network Model. In the model, diseases and symptoms are represented as binary variables, and diseases interact to produce symptoms via a noisy-or-gate. The code is written using Numpy library.

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Python69.9%Jupyter Notebook30.1%
Created January 28, 2019
Updated March 22, 2023