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 are working 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.
German Research Center for Artificial Intelligence (DFKI) Kaiserslautern, Germany