Research Article

Differential Diagnostic Reasoning Method for Benign Paroxysmal Positional Vertigo Based on Dynamic Uncertain Causality Graph

Algorithm 1

Differential diagnostic reasoning method for BPPV.
Begin
For a BPPV patient
  Collect medical evidence, E, including symptoms, signs, examination findings, laboratory tests, and medical histories
  Perform causality simplification to the BPPV causality graph based on the evidence E
   Apply the causality simplification mechanisms including the pruning strategy and causality tracking process
   Obtain the simplified diagnostic causality graph
  Perform the algorithms of weighted logic inference based on the simplified causality graph
   Perform the weighted logic event expansion to the evidence according to (1)
   Perform logic inference according to (2)
    Apply the weighted logic inference rules 1∼6 of differential diagnosis for BPPV
    Apply the scheme of dummy basic variable
    Perform the basic logic operations
   Obtain the hypothesis event space,
  Perform the probabilistic reasonings to obtain the posterior probability of conditioned on E,
   Calculate the ranked independent probability of a BPPV subtype
End