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Med7: a transferable clinical natural language processing model for electronic health records
(2020-04)
The field of clinical natural language processing has been advanced significantly since the introduction
of deep learning models. The self-supervised representation learning and the transfer
learning paradigm became the ...
Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder
(2020-10)
Relying on large pretrained language models such as Bidirectional Encoder Representations from Transformers (BERT) for encoding and adding a simple prediction layer has led to impressive performance in many clinical natural ...
An efficient representation of chronological events in medical texts
(2020-10)
In this work we addressed the problem of capturing sequential information contained in longitudinal electronic health records (EHRs). Clinical notes, which is a particular type of EHR data, are a rich source of information ...
Extraction of CPRD additional clinical data using R [version 1; peer review: awaiting peer review]
(2020-09)
The Clinical Practice Research Datalink is a nation-wide database of primary healthcare data records in England (UK) linked to several health services. A visit to a health practitioner can result in the digital storing of ...