Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review

Despite the early success in using deep learning for health analytics applications, there still exist a number of issues to be addressed. We discuss them in detail including data and label availability, the interpretability and transparency of the model, and ease of deployment.