The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions. Technical Report

Understand

A shortage of dermatologists causes long wait times for patients who seek dermatologic care.

• In addition, the diagnostic accuracy of general practitioners has been reported to be lower than the accuracy of artificial intelligence software.
• This article describes the Skincare project (H2020, EIT Digital).
• Contributions include enabling technology for clinical decision support based on interactive machine learning (IML), a reference architecture towards a Digital European Healthcare Infrastructure (also cf.