AI Dermatology - Skin Disease Diagnosis

- Model Dermatology -

This is an EXPERIMENTAL DEMO APP for Medical Professionals.

PLEASE BE SURE TO TAKE PICTURES IN BRIGHT PLACES.

This is an Artificial Intelligence Dermatology based on deep learning algorithm.

This program provide 3 preliminary diagnoses for the submitted image. At present, the probability of having the right answer among the three preliminary diagnoses is about 80%. The results obtained from this program is not final diagnosis, and the result should be used for reference purposes only. Please consult your dermatologist to get a confirmative diagnosis.

The photographs used for analysis are transferred, and stored as a database, which will furnish a reference framework for a future research.

The app will display the result text according to the following conditions:

1. Malignancy index

"Low" : miss rate - 0 ~ 10%

"Medium", Biopsy recommended : miss rate - 10 ~ 20%

"High", Biopsy recommended : miss rate - 20 ~ 50%

"Very High", Biopsy recommended : miss rate - 50 ~ 100%

cf) Miss rate (false negative rate) = 1 - sensitivity; The two scores in parentheses must satisfy the condition at the same time.; We calculated the sensitivity of the model with SNU Image Dataset.

2. Raw outputs

q - image quality output

n - image nodularity output

M - malignancy index

S - steroid index

A - antibiotics index

V - antivirals index

F - antifungals index

- iPhone User (Safari)

http://modelderm.com

- Model Melanoma (AI Skin Cancer Detection)

https://play.google.com/store/apps/details?id=com.phonegap.melanoma_en

http://melanoma.modelderm.com