Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification (2)

2/09/2022.

The high performance of machine learning algorithms for the task of skin lesion classification has been shown over the past few years. However, real-world implementations are still scarce.

One of the reasons could be that most methods are not easily interpretable and to be used in real clinical practice, algorithms need to provide some sort of interpretability as per the MDR EU Regulation on Medical Devices.

Keep reading at Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification (2).