most citedNamed Entity Recognition for Electronic Health Records: A Comparison of Rule-based and Machine Learning Approaches

35 citations · 35 across the 1 of their papers we have counts for

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cs.CL2020

Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation

Hang Dong, Víctor Suárez-Paniagua, William Whiteley +1

Diagnostic or procedural coding of clinical notes aims to derive a coded summary of disease-related information about patients. Such coding is usually done manually in hospitals bu…

cs.CL2019★ 35 cited

Named Entity Recognition for Electronic Health Records: A Comparison of Rule-based and Machine Learning Approaches

Philip John Gorinski, Honghan Wu, Claire Grover +6

This work investigates multiple approaches to Named Entity Recognition (NER) for text in Electronic Health Record (EHR) data. In particular, we look into the application of (i) rul…