Performance evaluation of deep learning models for image analysis: considerations for visual control and statistical metrics

Christof A. Bertram, Jonas Ammeling, Alexander Bartel +2

Deep learning-based automated image analysis (DL-AIA) has been shown to outperform trained pathologists in tasks related to feature quantification. Related to these capacities the…