Character-level neural network for biomedical named entity recognition.

•I proposed a deep neural networks for Biomedical named entity recognition.•A conditional random field was added to capture relationship between entities.•Word vectors were initialized using pretrained word embeddings.•Character-level of words was useful for handling out-of-vocabulary issues.