Clinical Development of Deep Learning for the OtoSight

Clinical Development and Evaluation of a Deep Learning Approach to Improve Diagnostic Accuracy

The objective of this study is to clinically develop and evaluate a machine learning approach to improve the performance and data interpretation of the PhotoniCare OtoSight Middle Ear Scope in pediatric patients presenting at the primary care office for suspected ear infections. In this observational study, results of OtoSight imaging will not affect patient standard of care.

Inclusion Criteria:

• Pediatric patients presenting for an office visit with ear-related complaints

Exclusion Criteria:

• Otoscopy contra-indicated or not possible per attending clinician's decision, Down's syndrome (due to abnormalities in ear canal anatomy)