SECNLP: A Survey of Embeddings in Clinical Natural Language Processing.

•First attempt to provide a comprehensive review of clinical embeddings.•Discussion as well as comparison of various medical corpora and embeddings models.•Classification of embeddings into two types depending on whether they map text or concepts.•Solutions to various challenges in clinical embeddings.•Discussion of various future directions of research in clinical embeddings.