Categorical and probabilistic reasoning in medical diagnosis

Szolovits, P., Pauker, S.

Feb-1-1978–Classics/files/AI/classics/Clancey_Shortliffe/Ch9.pdf

How do practicing physicians make clinical decisions? What techniques can we use in the computer to produce programs that exhibit medical expertise?

artificial intelligence, expert system, machine learning, (18 more...)

Feb-1-1978

Country:
- Asia > Middle East > Israel (0.04)

Industry:
- Health & Medicine
  - Diagnostic Medicine (1.00)
  - Therapeutic Area
    - Cardiology/Vascular Diseases (0.93)
    - Hematology (0.67)
    - Hepatology (0.67)
    - Immunology (1.00)
    - Infections and Infectious Diseases (1.00)
    - Nephrology (0.68)

Technology:
- Information Technology > Artificial Intelligence
  - Cognitive Science (0.93)
  - Machine Learning > Learning Graphical Models
    - Directed Networks > Bayesian Learning (0.68)
  - Representation & Reasoning
    - Expert Systems (1.00)
    - Uncertainty > Bayesian Inference (0.68)

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Categorical and Probabilistic Reasoning in Medical Diagnosis

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