Browsing Managing knowledge and information by Author "External author(s) only"
Now showing items 1-4 of 4
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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 ... -
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 ... -
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 ...