Making deep learning models transparent

Deep learning models (DLMs) have made groundbreaking advances in many artificial intelligence (AI) fields such as speech recognition, image analysis, and game playing (1,2). As biomedical research and medicine march into a big data era, it is foreseeable that DLMs will play an increasing important role in analyzing biomedical data.