# Development and validation of a smartphone-based deep-learning-enabled system to detect middle-ear conditions in otoscopic images

> Research article (npj Digital Medicine, 2024) · cited 14× · AI/ML

**Wikidata**: [openalex:W4399854605](https://www.wikidata.org/wiki/openalex:W4399854605)  
**Source**: https://4ort.xyz/entity/development-and-validation-of-a-smartphone-based-deep-learning-enabled-system-to-detect-middle-ear-conditions-in-otoscop