Skip to main content

Table 1 Examples of the diseases and their syndromes and conditional probabilities

From: Enhancing ontology-driven diagnostic reasoning with a symptom-dependency-aware Naïve Bayes classifier

Disease

Syndrome and Conditional Probability

Acute pyelonephritis

(fever, 0.2), (shaking, 0.1), (frequent urination, 0.1), (urinary incontinence, 0.1), (odynuria, 0.1), (stomachache, 0.1), (urine turbidity and urinary smell, 0.1), (nausea, 0.05), (vomiting, 0.05), (headache, 0.05), and (sore all over, 0.05)

Acute interstitial nephritis

(oliguria, 0.6), (fever, 0.1), (rash, 0.1), and (joint pain, 0.1)

Chronic interstitial nephritis

(night time urination, 0.1), (foam in urine, 0.5), (blaze, 0.2), and (white nails, 0.2)