Nail Fungal Infection (Model Onychomycosis)

This program is the DEMO app of the recently published "Deep neural networks show an equivalent and often superior performance to dermatologists in onychomycosis diagnosis: Automatic construction of onychomycosis datasets by region-based convolutional deep neural network" article.

PLoS One : http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0191493

This program estimate whether or not there is a nail fungal infection (onychomycosis) in the photography if you upload a photography. Onychomycosis and nail dystrophy often look similar. Based on deep learning algorithm, it can help to differentiate it. However, the results obtained with this program are for reference only. Please check with your dermatologist for accurate diagnosis.

The photographs used for analysis are transferred, and stored and can be used as research data for new service research and development.