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B-LBConA: a medical entity disambiguation model based on Bio-LinkBERT and context-aware mechanism

B-LBConA: a medical entity disambiguation model based on Bio-LinkBERT and context-aware mechanism

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_29e0dc1f8d2943a4980a6610ae2aa1b8

B-LBConA: a medical entity disambiguation model based on Bio-LinkBERT and context-aware mechanism

About this item

Full title

B-LBConA: a medical entity disambiguation model based on Bio-LinkBERT and context-aware mechanism

Publisher

England: BioMed Central Ltd

Journal title

BMC bioinformatics, 2023-03, Vol.24 (1), p.97-97, Article 97

Language

English

Formats

Publication information

Publisher

England: BioMed Central Ltd

More information

Scope and Contents

Contents

The main task of medical entity disambiguation is to link mentions, such as diseases, drugs, or complications, to standard entities in the target knowledge base. To our knowledge, models based on Bidirectional Encoder Representations from Transformers (BERT) have achieved good results in this task. Unfortunately, these models only consider text in...

Alternative Titles

Full title

B-LBConA: a medical entity disambiguation model based on Bio-LinkBERT and context-aware mechanism

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_29e0dc1f8d2943a4980a6610ae2aa1b8

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_29e0dc1f8d2943a4980a6610ae2aa1b8

Other Identifiers

ISSN

1471-2105

E-ISSN

1471-2105

DOI

10.1186/s12859-023-05209-z

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