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 |
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