We will start in October 2020 to assess this new use case:
Assessing Trustworthy AI.
Best Practice: Deep Learning based Skin Lesion Classifiers.
In cooperation with
German Research Center for Artificial Intelligence GmbH (DFKI)
The team of Dr. Andreas Dengel at the German Research Center for Artificial Intelligence(DFKI) used a well-trained and high performing neural network for classification of three skin tumours, i.e. Melanocytic Naevi, Melanoma and Seborrheic Keratosis and performed a detailed analysis on its latent space.
The result of their work is available here: IJCNN_Interpretability (1)
We will work with Andreas Dengel and his team and apply our Z-inspection® process to assess the ethical, technical and legal implications of using Deep Learning in this context.