Pathway information extracted from 25 years of pathway figures
Pathway information extracted from 25 years of pathway figures
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Publisher
England: BioMed Central Ltd
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Language
English
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England: BioMed Central Ltd
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Contents
Thousands of pathway diagrams are published each year as static figures inaccessible to computational queries and analyses. Using a combination of machine learning, optical character recognition, and manual curation, we identified 64,643 pathway figures published between 1995 and 2019 and extracted 1,112,551 instances of human genes, comprising 13,...
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Full title
Pathway information extracted from 25 years of pathway figures
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TN_cdi_doaj_primary_oai_doaj_org_article_f4dfb51dfaaf44c182ed2061604307b6
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_f4dfb51dfaaf44c182ed2061604307b6
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ISSN
1474-760X,1474-7596
E-ISSN
1474-760X
DOI
10.1186/s13059-020-02181-2