Table 1 Algorithm Performance for Normal, Tube and Cerumen Diagnoses
From: Building an Otoscopic screening prototype tool using deep learning
Diagnosis | Database Images n | Post Processing n | Algorithm score | Misclassifications | Accuracy % |
|---|---|---|---|---|---|
Normal Tympanic Membrane | 346 | 993 | 14/15 | Myringosclerosis | 93.3 |
Tympanostomy Tube | 120 | 1050 | 13/15 | Cerumen Cerumen | 86.7 |
Cerumen Impaction | 63 | 960 | 11/15 | Normal Normal Normal Normal | 73.3 |
Total | 529 | 3003 | 38/ 45 | 84.4 |