# Catastrophic Failure in Image-Based Convolutional Neural Network Algorithms for Detecting Diabetic Retinopathy

> Research article (Investigative Ophthalmology & Visual Science, 2017) · cited 10× · AI/ML

**Wikidata**: [openalex:W2749706863](https://www.wikidata.org/wiki/openalex:W2749706863)  
**Source**: https://4ort.xyz/entity/catastrophic-failure-in-image-based-convolutional-neural-network-algorithms-for-detecting-diabetic-retinopathy