Deep learning for named entity recognition on Chinese electronic medical records: Combining deep transfer learning with multitask bi-directional LSTM RNN

A multitask bi-directional RNN model for named entity recognition on Chinese electronic medical records

(2018) Shanta Chowdhury et al.   BMC BIOINFORMATICS

Building a comprehensive syntactic and semantic corpus of Chinese clinical texts

(2017) Bin He et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis

(2017) Benjamin Shickel et al.   IEEE Journal of Biomedical and Health Informatics

Extracting information from the text of electronic medical records to improve case detection: a systematic review

(2016) Elizabeth Ford et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

A Convolutional Neural Network Model for Online Medical Guidance

(2016) Cuili Yao et al.   IEEE Access

Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records

(2016) Riccardo Miotto et al.   Scientific Reports

Learning vector representation of medical objects via EMR-driven nonnegative restricted Boltzmann machines (eNRBM)

(2015) Truyen Tran et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Automated methods for the summarization of electronic health records: Table 1

(2015) Rimma Pivovarov et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Deep learning

(2015) Yann LeCun et al.   NATURE