Table 3. Comparison between clinical diagnosis and automated diagnosis by Bayesian belief network in 10 typical cases of anterior uveitis.
| Case | Age | Sex | Chronicity | Laterality | Findings | Clinical diagnosis |
Predicted probability (%) |
||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Idiopathic | B27+/AS | Sarcoidosis | JIA | TB | IBD | Posner | Fuchs | RA | PA | Behçet | |||||||
| 1 | 63 | Female | Chronic | Bilateral | Granulomatous KPs, vitritis, cataract, synechiae, CMO | Sarcoidosis | 2 | 0 | 86 | 1 | 5 | 6 | 0 | 0 | 0 | 0 | 0 |
| 2 | 28 | Male | Acute | Unilateral | Flare 4+, synechiae, back pain, HLA-B27+ | Ankylosing spondylitis | 0 | 97 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 41 | Female | Acute | Unilateral | Flare 4+, hypopion, panuveitis, vasculitis, VA<20/200, B51+ | Behçet's disease | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 99 |
| 4 | 57 | Female | Acute | Unilateral | Posterior synechiae, B27+, chronic diarrhea and rectal bleeding | IBD | 28 | 9 | 0 | 0 | 1 | 59 | 0 | 0 | 2 | 1 | 0 |
| 5 | 36 | Male | Chronic | Unilateral | Stellate KPs, glaucoma, cataract | Fuch's | 17 | 0 | 1 | 10 | 1 | 5 | 0 | 61 | 0 | 5 | 0 |
| 6 | 14 | Male | Chronic | Bilateral | Fine KPs, Flare 3+, vitritis, glaucoma, cataract, synechiae, VA<20/200, arthritis | JIA | 11 | 0 | 22 | 52 | 0 | 1 | 0 | 0 | 1 | 0 | 14 |
| 7 | 55 | Female | Acute | Unilateral | Glaucoma, IOP 42 mm Hg | Posner | 25 | 1 | 0 | 0 | 1 | 1 | 69 | 1 | 0 | 1 | 0 |
| 8 | 58 | Female | Acute | Bilateral | Skin plaques, itching, nail pitting | Psoriasic arthritis | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 97 | 0 |
| 9 | 17 | Male | Acute | Bilateral | Vitritis, urethritis, joint pain | Reactive arthritis | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 89 | 0 | 0 |
| 10 | 50 | Female | Chronic | Unilateral | Granulomatous KPs, Vitritis, CMO, positive PPD | TB | 4 | 0 | 31 | 0 | 59 | 6 | 0 | 0 | 0 | 0 | 0 |
Abbreviations: AS, ankylosing spondylitis; IBD, inflammatory bowel disease; JIA, juvenile idiopathic arthritis; KPs, keratic precipitates; PA, psoriasic arthritis; RA, reactive arthritis; TB, tuberculosis.