Intermediate · Research
Mycin
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. An early AI expert system for diagnosing infections and recommending antibiotic treatments.
Technical Definition
An early AI expert system for diagnosing infections and recommending antibiotic treatments.
How it works
Mycin was an influential early expert system developed in the 1970s that used artificial intelligence to diagnose infectious diseases and suggest appropriate antibiotic treatments. It employed backward chaining and a knowledge base of rules to make recommendations, famously suggesting dosages based on patient weight. Mycin was a significant milestone in the development of AI for medical applications.
Related Concepts
- Backward chaining — An inference method that starts from a potential outcome and works backward to find supporting evidence or conditions.
- Expert system — AI programs that mimic the decision-making ability of a human expert using a knowledge base and inference rules.
- Knowledge-based system (KBS) — A knowledge-based system (KBS) is a program that uses a knowledge base and an inference engine to solve complex problems by reasoning.