{"id":"https://openalex.org/W3171311640","doi":"https://doi.org/10.1016/j.compbiomed.2021.104542","title":"Development and application of the ocular immune-mediated inflammatory diseases ontology enhanced with synonyms from online patient support forum conversation","display_name":"Development and application of the ocular immune-mediated inflammatory diseases ontology enhanced with synonyms from online patient support forum conversation","publication_year":2021,"publication_date":"2021-06-08","ids":{"openalex":"https://openalex.org/W3171311640","doi":"https://doi.org/10.1016/j.compbiomed.2021.104542","mag":"3171311640","pmid":"https://pubmed.ncbi.nlm.nih.gov/34139439"},"language":"en","primary_location":{"id":"doi:10.1016/j.compbiomed.2021.104542","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2021.104542","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Biology and Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.compbiomed.2021.104542","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041246774","display_name":"Samantha C. Pendleton","orcid":"https://orcid.org/0000-0002-6169-0135"},"institutions":[{"id":"https://openalex.org/I1308923049","display_name":"University Hospitals Birmingham NHS Foundation Trust","ror":"https://ror.org/014ja3n03","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1308923049"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Samantha C. Pendleton","raw_affiliation_strings":["Institute of Cancer and Genomic Sciences, University of Birmingham, UK; University Hospitals Birmingham NHS Foundation Trust, UK. Electronic address: SCP887@student.bham.ac.uk","Institute of Cancer and Genomic Sciences, University of Birmingham, UK","University Hospitals Birmingham NHS Foundation Trust, UK"],"raw_orcid":"https://orcid.org/0000-0002-6169-0135","affiliations":[{"raw_affiliation_string":"Institute of Cancer and Genomic Sciences, University of Birmingham, UK; University Hospitals Birmingham NHS Foundation Trust, UK. Electronic address: SCP887@student.bham.ac.uk","institution_ids":["https://openalex.org/I1308923049"]},{"raw_affiliation_string":"Institute of Cancer and Genomic Sciences, University of Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]},{"raw_affiliation_string":"University Hospitals Birmingham NHS Foundation Trust, UK","institution_ids":["https://openalex.org/I1308923049"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Karin Slater","orcid":null},"institutions":[{"id":"https://openalex.org/I1308923049","display_name":"University Hospitals Birmingham NHS Foundation Trust","ror":"https://ror.org/014ja3n03","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1308923049"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Karin Slater","raw_affiliation_strings":["Institute of Cancer and Genomic Sciences, University of Birmingham, UK; University Hospitals Birmingham NHS Foundation Trust, UK","University Hospitals Birmingham NHS Foundation Trust, UK","Institute of Cancer and Genomic Sciences, University of Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Cancer and Genomic Sciences, University of Birmingham, UK; University Hospitals Birmingham NHS Foundation Trust, UK","institution_ids":["https://openalex.org/I1308923049"]},{"raw_affiliation_string":"University Hospitals Birmingham NHS Foundation Trust, UK","institution_ids":["https://openalex.org/I1308923049"]},{"raw_affiliation_string":"Institute of Cancer and Genomic Sciences, University of Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026210150","display_name":"Andreas Karwath","orcid":"https://orcid.org/0000-0002-6942-3760"},"institutions":[{"id":"https://openalex.org/I1308923049","display_name":"University Hospitals Birmingham NHS Foundation Trust","ror":"https://ror.org/014ja3n03","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1308923049"]},{"id":"https://openalex.org/I4210142469","display_name":"Health Data Research UK","ror":"https://ror.org/04rtjaj74","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210142469"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andreas Karwath","raw_affiliation_strings":["Institute of Cancer and Genomic Sciences, University of Birmingham, UK; University Hospitals Birmingham NHS Foundation Trust, UK; Health Data Research, UK","Health Data Research, UK","Institute of Cancer and Genomic Sciences, University of Birmingham, UK","University Hospitals Birmingham NHS Foundation Trust, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Cancer and Genomic Sciences, University of Birmingham, UK; University Hospitals Birmingham NHS Foundation Trust, UK; Health Data Research, UK","institution_ids":["https://openalex.org/I1308923049"]},{"raw_affiliation_string":"Health Data Research, UK","institution_ids":["https://openalex.org/I4210142469"]},{"raw_affiliation_string":"Institute of Cancer and Genomic Sciences, University of Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]},{"raw_affiliation_string":"University Hospitals Birmingham NHS Foundation Trust, UK","institution_ids":["https://openalex.org/I1308923049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067901789","display_name":"Rose Gilbert","orcid":"https://orcid.org/0000-0002-9115-1220"},"institutions":[{"id":"https://openalex.org/I1325675289","display_name":"Moorfields Eye Hospital NHS Foundation Trust","ror":"https://ror.org/03zaddr67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289"]},{"id":"https://openalex.org/I4210150574","display_name":"Moorfields Eye Hospital","ror":"https://ror.org/03tb37539","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289","https://openalex.org/I4210150574"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rose M. Gilbert","raw_affiliation_strings":["Moorfields Eye Hospital NHS Foundation Trust, London, UK; Institute of Ophthalmology, University College London, UK","Moorfields Eye Hospital NHS Foundation Trust, London, UK","Institute of Ophthalmology, University College London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Moorfields Eye Hospital NHS Foundation Trust, London, UK; Institute of Ophthalmology, University College London, UK","institution_ids":["https://openalex.org/I1325675289","https://openalex.org/I45129253"]},{"raw_affiliation_string":"Moorfields Eye Hospital NHS Foundation Trust, London, UK","institution_ids":["https://openalex.org/I1325675289","https://openalex.org/I45129253","https://openalex.org/I4210150574"]},{"raw_affiliation_string":"Institute of Ophthalmology, University College London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102862110","display_name":"Nicola Davis","orcid":"https://orcid.org/0000-0002-1587-2990"},"institutions":[{"id":"https://openalex.org/I4210129677","display_name":"London Vision Clinic","ror":"https://ror.org/036mshe20","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210129677"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nicola Davis","raw_affiliation_strings":["Olivia's Vision, Southampton Buildings, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Olivia's Vision, Southampton Buildings, London, UK","institution_ids":["https://openalex.org/I4210129677"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050022643","display_name":"Konrad Pesudovs","orcid":"https://orcid.org/0000-0002-6322-9369"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Konrad Pesudovs","raw_affiliation_strings":["School of Optometry and Vision Science, University of New South Wales, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Optometry and Vision Science, University of New South Wales, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041641749","display_name":"Xiaoxuan Liu","orcid":"https://orcid.org/0000-0002-1286-0038"},"institutions":[{"id":"https://openalex.org/I1308923049","display_name":"University Hospitals Birmingham NHS Foundation Trust","ror":"https://ror.org/014ja3n03","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1308923049"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xiaoxuan Liu","raw_affiliation_strings":["University Hospitals Birmingham NHS Foundation Trust, UK; Institute of Inflammation and Ageing, University of Birmingham, UK","Institute of Inflammation and Ageing, University of Birmingham, UK","University Hospitals Birmingham NHS Foundation Trust, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospitals Birmingham NHS Foundation Trust, UK; Institute of Inflammation and Ageing, University of Birmingham, UK","institution_ids":["https://openalex.org/I1308923049"]},{"raw_affiliation_string":"Institute of Inflammation and Ageing, University of Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]},{"raw_affiliation_string":"University Hospitals Birmingham NHS Foundation Trust, UK","institution_ids":["https://openalex.org/I1308923049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074056939","display_name":"Alastair K. Denniston","orcid":"https://orcid.org/0000-0001-7849-0087"},"institutions":[{"id":"https://openalex.org/I1308923049","display_name":"University Hospitals Birmingham NHS Foundation Trust","ror":"https://ror.org/014ja3n03","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1308923049"]},{"id":"https://openalex.org/I4210142469","display_name":"Health Data Research UK","ror":"https://ror.org/04rtjaj74","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210142469"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alastair K. Denniston","raw_affiliation_strings":["University Hospitals Birmingham NHS Foundation Trust, UK; Health Data Research, UK; Institute of Inflammation and Ageing, University of Birmingham, UK","Institute of Inflammation and Ageing, University of Birmingham, UK","University Hospitals Birmingham NHS Foundation Trust, UK","Health Data Research, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospitals Birmingham NHS Foundation Trust, UK; Health Data Research, UK; Institute of Inflammation and Ageing, University of Birmingham, UK","institution_ids":["https://openalex.org/I1308923049"]},{"raw_affiliation_string":"Institute of Inflammation and Ageing, University of Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]},{"raw_affiliation_string":"University Hospitals Birmingham NHS Foundation Trust, UK","institution_ids":["https://openalex.org/I1308923049"]},{"raw_affiliation_string":"Health Data Research, UK","institution_ids":["https://openalex.org/I4210142469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089900113","display_name":"Georgios V. Gkoutos","orcid":"https://orcid.org/0000-0002-2061-091X"},"institutions":[{"id":"https://openalex.org/I1308923049","display_name":"University Hospitals Birmingham NHS Foundation Trust","ror":"https://ror.org/014ja3n03","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1308923049"]},{"id":"https://openalex.org/I4210142469","display_name":"Health Data Research UK","ror":"https://ror.org/04rtjaj74","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210142469"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Georgios V. Gkoutos","raw_affiliation_strings":["Institute of Cancer and Genomic Sciences, University of Birmingham, UK; University Hospitals Birmingham NHS Foundation Trust, UK; Health Data Research, UK","Institute of Cancer and Genomic Sciences, University of Birmingham, UK","Health Data Research, UK","University Hospitals Birmingham NHS Foundation Trust, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Cancer and Genomic Sciences, University of Birmingham, UK; University Hospitals Birmingham NHS Foundation Trust, UK; Health Data Research, UK","institution_ids":["https://openalex.org/I1308923049"]},{"raw_affiliation_string":"Institute of Cancer and Genomic Sciences, University of Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]},{"raw_affiliation_string":"Health Data Research, UK","institution_ids":["https://openalex.org/I4210142469"]},{"raw_affiliation_string":"University Hospitals Birmingham NHS Foundation Trust, UK","institution_ids":["https://openalex.org/I1308923049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082582215","display_name":"Tasanee Braithwaite","orcid":"https://orcid.org/0000-0002-3025-4066"},"institutions":[{"id":"https://openalex.org/I1308923049","display_name":"University Hospitals Birmingham NHS Foundation Trust","ror":"https://ror.org/014ja3n03","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1308923049"]},{"id":"https://openalex.org/I1324925910","display_name":"St Thomas' Hospital","ror":"https://ror.org/054gk2851","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1324925910","https://openalex.org/I200166805","https://openalex.org/I4210111135"]},{"id":"https://openalex.org/I200166805","display_name":"Guy's and St Thomas' NHS Foundation Trust","ror":"https://ror.org/00j161312","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I200166805"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tasanee Braithwaite","raw_affiliation_strings":["University Hospitals Birmingham NHS Foundation Trust, UK; Institute of Applied Health Research, University of Birmingham, UK; The Medical Eye Unit, St Thomas' Hospital NHS Foundation Trust, London, UK","The Medical Eye Unit, St Thomas' Hospital NHS Foundation Trust, London, UK","University Hospitals Birmingham NHS Foundation Trust, UK","Institute of Applied Health Research, University of Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospitals Birmingham NHS Foundation Trust, UK; Institute of Applied Health Research, University of Birmingham, UK; The Medical Eye Unit, St Thomas' Hospital NHS Foundation Trust, London, UK","institution_ids":["https://openalex.org/I1308923049"]},{"raw_affiliation_string":"The Medical Eye Unit, St Thomas' Hospital NHS Foundation Trust, London, UK","institution_ids":["https://openalex.org/I200166805","https://openalex.org/I1324925910"]},{"raw_affiliation_string":"University Hospitals Birmingham NHS Foundation Trust, UK","institution_ids":["https://openalex.org/I1308923049"]},{"raw_affiliation_string":"Institute of Applied Health Research, University of Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5041246774"],"corresponding_institution_ids":["https://openalex.org/I1308923049","https://openalex.org/I79619799"],"apc_list":{"value":2610,"currency":"USD","value_usd":2610},"apc_paid":{"value":2610,"currency":"USD","value_usd":2610},"fwci":0.3257,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.55888105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"135","issue":null,"first_page":"104542","last_page":"104542"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.6596999764442444,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.6596999764442444,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10737","display_name":"Health Literacy and Information Accessibility","score":0.19930000603199005,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.006800000090152025,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5857404470443726},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5816208124160767},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.5228703022003174},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.46603482961654663},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.44960126280784607},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4308186173439026},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40685322880744934},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4050561487674713},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.371386855840683},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26581311225891113},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22650566697120667}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5857404470443726},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5816208124160767},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.5228703022003174},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.46603482961654663},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.44960126280784607},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4308186173439026},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40685322880744934},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4050561487674713},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.371386855840683},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26581311225891113},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22650566697120667},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064229","descriptor_name":"Biological Ontologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064229","descriptor_name":"Biological Ontologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064229","descriptor_name":"Biological Ontologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064229","descriptor_name":"Biological Ontologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064229","descriptor_name":"Biological Ontologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064229","descriptor_name":"Biological Ontologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1016/j.compbiomed.2021.104542","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2021.104542","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Biology and Medicine","raw_type":"journal-article"},{"id":"pmid:34139439","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34139439","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in biology and medicine","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8404035","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8404035","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Biol Med","raw_type":"Text"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/a1112db9-b113-436e-b989-224286b0efaa","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85107944630&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pendleton, S C, Slater, L T, Karwath, A, Gilbert, R M, Davis, N, Pesudovs, K, Liu, X, Denniston, A K, Gkoutos, G V & Braithwaite, T 2021, 'Development and application of the ocular immune-mediated inflammatory diseases ontology enhanced with synonyms from online patient support forum conversation', Computers in Biology and Medicine, vol. 135, 104542. https://doi.org/10.1016/j.compbiomed.2021.104542","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/a1112db9-b113-436e-b989-224286b0efaa","is_oa":true,"landing_page_url":"https://birmingham.elsevierpure.com/en/publications/a1112db9-b113-436e-b989-224286b0efaa","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.1016/j.compbiomed.2021.104542","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2021.104542","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Biology and Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1374303215","display_name":null,"funder_award_id":"MR/S003991/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G6259716311","display_name":"Industrial Strategy PhD studentships 2018 Intake: Joint application from Birmingham Leicester and Nottingham","funder_award_id":"MR/S502431/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G7957584967","display_name":"Semantic-based secure infrastructure for interoperable, in-depth biomedical data and analytics","funder_award_id":"MR/S003991/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320306217","display_name":"Alliance for Cancer Gene Therapy","ror":"https://ror.org/00mms0j12"},{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"id":"https://openalex.org/F4320336705","display_name":"Birmingham Biomedical Research Centre","ror":"https://ror.org/05ccjmp23"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W108416322","https://openalex.org/W1487060125","https://openalex.org/W1580749465","https://openalex.org/W1871852719","https://openalex.org/W1964979998","https://openalex.org/W1974896839","https://openalex.org/W2082704080","https://openalex.org/W2101234009","https://openalex.org/W2103260426","https://openalex.org/W2116034137","https://openalex.org/W2123442489","https://openalex.org/W2133109597","https://openalex.org/W2136410628","https://openalex.org/W2139372442","https://openalex.org/W2150838562","https://openalex.org/W2159092541","https://openalex.org/W2159583324","https://openalex.org/W2169155903","https://openalex.org/W2175849758","https://openalex.org/W2216030004","https://openalex.org/W2261812172","https://openalex.org/W2279010923","https://openalex.org/W2528651197","https://openalex.org/W2595653137","https://openalex.org/W2605099106","https://openalex.org/W2608549037","https://openalex.org/W2617677483","https://openalex.org/W2741118628","https://openalex.org/W2755052979","https://openalex.org/W2755266740","https://openalex.org/W2770044072","https://openalex.org/W2897464289","https://openalex.org/W2898031839","https://openalex.org/W2901332105","https://openalex.org/W2911446348","https://openalex.org/W3014818987","https://openalex.org/W3089370604","https://openalex.org/W3136289118","https://openalex.org/W4247297565","https://openalex.org/W4251558360","https://openalex.org/W4361853931","https://openalex.org/W6604376826","https://openalex.org/W6629025635","https://openalex.org/W6675354045","https://openalex.org/W6678224444","https://openalex.org/W6680763396","https://openalex.org/W6688672644","https://openalex.org/W6703843120","https://openalex.org/W6742032904","https://openalex.org/W6744016407","https://openalex.org/W6744364155","https://openalex.org/W6746086519","https://openalex.org/W6758480109"],"related_works":["https://openalex.org/W1968552888","https://openalex.org/W2374116601","https://openalex.org/W3093134843","https://openalex.org/W2772323916","https://openalex.org/W1511346092","https://openalex.org/W1527532029","https://openalex.org/W2378167147","https://openalex.org/W3210777354","https://openalex.org/W2281307425","https://openalex.org/W2464405057"],"abstract_inverted_index":{"BACKGROUND:":[0],"Unstructured":[1],"text":[2,248],"created":[3],"by":[4],"patients":[5],"represents":[6],"a":[7,31,194,227],"rich,":[8],"but":[9],"relatively":[10],"inaccessible":[11],"resource":[12],"for":[13,24,230],"advancing":[14],"patient-centred":[15],"care.":[16],"This":[17],"study":[18],"aimed":[19],"to":[20,33,42,59,69,89,207,214,242],"develop":[21],"an":[22,67],"ontology":[23,229],"ocular":[25],"immune-mediated":[26],"inflammatory":[27,231],"diseases":[28],"(OcIMIDo),":[29],"as":[30,205],"tool":[32],"facilitate":[34],"data":[35],"extraction":[36],"and":[37,57,87,102,104,135,142,150,172,224,238],"analysis,":[38],"illustrating":[39],"its":[40],"application":[41],"online":[43,76,115],"patient":[44,245],"support":[45],"forum":[46,116,162],"data.":[47],"METHODS:":[48],"We":[49,65,81,220],"developed":[50,66],"OcIMIDo":[51,100,119],"using":[52,78],"clinical":[53,127,169],"guidelines,":[54],"domain":[55],"expertise,":[56],"cross-references":[58],"classes":[60,101],"from":[61,74],"other":[62],"biomedical":[63],"ontologies.":[64],"approach":[68,84],"add":[70],"patient-preferred":[71,152,236],"synonyms":[72],"text-mined":[73],"oliviasvision.org":[75],"forum,":[77],"statistical":[79],"ranking.":[80],"validated":[82],"the":[83,97,191,222],"with":[85,108,202,250],"split-sampling":[86],"comparison":[88],"manual":[90],"extraction.":[91],"Using":[92],"OcIMIDo,":[93],"we":[94,159],"then":[95],"explored":[96,160],"frequency":[98],"of":[99,167,177,193,226],"synonyms,":[103,237],"their":[105],"potential":[106,157,252],"association":[107],"natural":[109],"language":[110],"sentiment":[111,175,198],"expressed":[112],"in":[113],"each":[114,178],"post.":[117],"FINDINGS:":[118],"(version":[120],"1.2)":[121],"includes":[122,235],"661":[123],"classes,":[124],"describing":[125],"anatomy,":[126],"phenotype,":[128],"disease":[129],"activity":[130],"status,":[131],"complications,":[132],"investigations,":[133],"interventions":[134],"functional":[136],"impacts.":[137],"It":[138],"contains":[139],"1661":[140],"relationships":[141],"axioms,":[143],"2851":[144],"annotations,":[145],"including":[146],"1131":[147],"database":[148],"cross-references,":[149],"187":[151],"synonyms.":[153],"To":[154],"illustrate":[155],"OcIMIDo's":[156],"applications,":[158],"9031":[161],"posts,":[163],"revealing":[164],"frequent":[165],"mention":[166],"different":[168],"phenotypes,":[170],"treatments,":[171],"complications.":[173],"Language":[174],"analysis":[176],"post":[179,195],"was":[180],"generally":[181],"positive":[182],"(median":[183],"0.12,":[184],"IQR":[185],"0.01-0.24).":[186],"In":[187],"multivariable":[188],"logistic":[189],"regression,":[190],"odds":[192],"expressing":[196],"negative":[197],"were":[199],"significantly":[200],"associated":[201],"first":[203],"posts":[204],"compared":[206],"replies":[208],"(OR":[209],"3.3,":[210],"95%":[211],"CI":[212],"2.8":[213],"3.9,":[215],"p":[216],"<":[217],"0.001).":[218],"CONCLUSION:":[219],"report":[221],"development":[223],"validation":[225],"new":[228],"eye":[232],"diseases,":[233],"which":[234],"can":[239],"be":[240],"used":[241],"explore":[243],"unstructured":[244],"or":[246],"physician-reported":[247],"data,":[249],"many":[251],"applications.":[253]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
