{"id":"https://openalex.org/W2799978547","doi":"https://doi.org/10.1109/tcbb.2018.2831212","title":"Robust Microbial Markers for Non-Invasive Inflammatory Bowel Disease Identification","display_name":"Robust Microbial Markers for Non-Invasive Inflammatory Bowel Disease Identification","publication_year":2018,"publication_date":"2018-04-30","ids":{"openalex":"https://openalex.org/W2799978547","doi":"https://doi.org/10.1109/tcbb.2018.2831212","mag":"2799978547","pmid":"https://pubmed.ncbi.nlm.nih.gov/29994028"},"language":"en","primary_location":{"id":"doi:10.1109/tcbb.2018.2831212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2018.2831212","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.ulster.ac.uk/ws/files/63679633/12405301.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087550557","display_name":"Benjamin Wingfield","orcid":"https://orcid.org/0000-0002-2913-0779"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Benjamin Wingfield","raw_affiliation_strings":["Intelligent Systems Research Centre, Ulster University, Derry, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-2913-0779","affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Centre, Ulster University, Derry, United Kingdom","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070227862","display_name":"Sonya Coleman","orcid":"https://orcid.org/0000-0002-4676-7640"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sonya Coleman","raw_affiliation_strings":["Intelligent Systems Research Centre, Ulster University, Derry, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-4676-7640","affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Centre, Ulster University, Derry, United Kingdom","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077410877","display_name":"T.M. McGinnity","orcid":"https://orcid.org/0000-0002-9897-4748"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]},{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"TM McGinnity","raw_affiliation_strings":["School of Science and Technology, Nottingham Trent University, Nottingham, United Kingdom","Intelligent Systems Research Centre, Ulster University, Derry, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Nottingham Trent University, Nottingham, United Kingdom","institution_ids":["https://openalex.org/I52590639"]},{"raw_affiliation_string":"Intelligent Systems Research Centre, Ulster University, Derry, United Kingdom","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108119938","display_name":"AJ Bjourson","orcid":null},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"AJ Bjourson","raw_affiliation_strings":["Northern Ireland Centre for Stratified Medicine, Ulster University, Derry, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northern Ireland Centre for Stratified Medicine, Ulster University, Derry, United Kingdom","institution_ids":["https://openalex.org/I138801177"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5087550557"],"corresponding_institution_ids":["https://openalex.org/I138801177"],"apc_list":null,"apc_paid":null,"fwci":0.5567,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.65410892,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"16","issue":"6","first_page":"2078","last_page":"2088"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10066","display_name":"Gut microbiota and health","score":0.9947999715805054,"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/T10066","display_name":"Gut microbiota and health","score":0.9947999715805054,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9632999897003174,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9557999968528748,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/inflammatory-bowel-disease","display_name":"Inflammatory bowel disease","score":0.7515339851379395},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6558601260185242},{"id":"https://openalex.org/keywords/ulcerative-colitis","display_name":"Ulcerative colitis","score":0.6478897929191589},{"id":"https://openalex.org/keywords/microbiome","display_name":"Microbiome","score":0.6384602189064026},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5688892602920532},{"id":"https://openalex.org/keywords/crohns-disease","display_name":"Crohn's disease","score":0.4915998876094818},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33975404500961304},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3362712264060974},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.3251454830169678},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29277536273002625},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.27460378408432007},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.24250158667564392},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.12907177209854126}],"concepts":[{"id":"https://openalex.org/C2778260677","wikidata":"https://www.wikidata.org/wiki/Q917447","display_name":"Inflammatory bowel disease","level":3,"score":0.7515339851379395},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6558601260185242},{"id":"https://openalex.org/C2780479503","wikidata":"https://www.wikidata.org/wiki/Q1477","display_name":"Ulcerative colitis","level":3,"score":0.6478897929191589},{"id":"https://openalex.org/C143121216","wikidata":"https://www.wikidata.org/wiki/Q1330402","display_name":"Microbiome","level":2,"score":0.6384602189064026},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5688892602920532},{"id":"https://openalex.org/C2779280984","wikidata":"https://www.wikidata.org/wiki/Q1472","display_name":"Crohn's disease","level":3,"score":0.4915998876094818},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33975404500961304},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3362712264060974},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3251454830169678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29277536273002625},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.27460378408432007},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.24250158667564392},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.12907177209854126}],"mesh":[{"descriptor_ui":"D000068016","descriptor_name":"Clostridiales","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068016","descriptor_name":"Eubacteriales","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068016","descriptor_name":"Clostridiales","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068536","descriptor_name":"Firmicutes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068536","descriptor_name":"Bacillota","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068536","descriptor_name":"Firmicutes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069196","descriptor_name":"Gastrointestinal Microbiome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069196","descriptor_name":"Gastrointestinal Microbiome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069196","descriptor_name":"Gastrointestinal Microbiome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000190","descriptor_name":"Actinomyces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000190","descriptor_name":"Actinomyces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000190","descriptor_name":"Actinomyces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003093","descriptor_name":"Colitis, Ulcerative","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003093","descriptor_name":"Colitis, Ulcerative","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003093","descriptor_name":"Colitis, Ulcerative","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003093","descriptor_name":"Colitis, Ulcerative","qualifier_ui":"Q000382","qualifier_name":"microbiology","is_major_topic":false},{"descriptor_ui":"D003093","descriptor_name":"Colitis, Ulcerative","qualifier_ui":"Q000382","qualifier_name":"microbiology","is_major_topic":false},{"descriptor_ui":"D003093","descriptor_name":"Colitis, Ulcerative","qualifier_ui":"Q000382","qualifier_name":"microbiology","is_major_topic":false},{"descriptor_ui":"D003113","descriptor_name":"Colonoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003113","descriptor_name":"Colonoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003113","descriptor_name":"Colonoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003424","descriptor_name":"Crohn Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003424","descriptor_name":"Crohn Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003424","descriptor_name":"Crohn Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003424","descriptor_name":"Crohn Disease","qualifier_ui":"Q000382","qualifier_name":"microbiology","is_major_topic":false},{"descriptor_ui":"D003424","descriptor_name":"Crohn Disease","qualifier_ui":"Q000382","qualifier_name":"microbiology","is_major_topic":false},{"descriptor_ui":"D003424","descriptor_name":"Crohn Disease","qualifier_ui":"Q000382","qualifier_name":"microbiology","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":"D012336","descriptor_name":"RNA, Ribosomal, 16S","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D012336","descriptor_name":"RNA, Ribosomal, 16S","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D012336","descriptor_name":"RNA, Ribosomal, 16S","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016133","descriptor_name":"Polymerase Chain Reaction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016133","descriptor_name":"Polymerase Chain Reaction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016133","descriptor_name":"Polymerase Chain Reaction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D044127","descriptor_name":"Epigenesis, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044127","descriptor_name":"Epigenesis, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044127","descriptor_name":"Epigenesis, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/tcbb.2018.2831212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2018.2831212","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},{"id":"pmid:29994028","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29994028","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":"IEEE/ACM transactions on computational biology and bioinformatics","raw_type":null},{"id":"pmh:oai:pure.atira.dk:openaire/d75afa32-a1b8-4be6-9852-d6db636302dd","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/d75afa32-a1b8-4be6-9852-d6db636302dd","pdf_url":"https://pure.ulster.ac.uk/ws/files/63679633/12405301.pdf","source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Wingfield, B, Coleman, S, McGinnity, T M & Bjourson, AJ 2019, 'Robust Microbial Markers for Non-Invasive Inflammatory Bowel Disease Identification', IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 16, no. 6, pp. 2078-2088. https://doi.org/10.1109/TCBB.2018.2831212","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:irep.ntu.ac.uk:33536","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400559","display_name":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52590639","host_organization_name":"Nottingham Trent University","host_organization_lineage":["https://openalex.org/I52590639"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/d75afa32-a1b8-4be6-9852-d6db636302dd","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/d75afa32-a1b8-4be6-9852-d6db636302dd","pdf_url":"https://pure.ulster.ac.uk/ws/files/63679633/12405301.pdf","source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Wingfield, B, Coleman, S, McGinnity, T M & Bjourson, AJ 2019, 'Robust Microbial Markers for Non-Invasive Inflammatory Bowel Disease Identification', IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 16, no. 6, pp. 2078-2088. https://doi.org/10.1109/TCBB.2018.2831212","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.6100000143051147}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310403","display_name":"Department for Employment and Learning, Northern Ireland","ror":"https://ror.org/05w9mt194"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2799978547.pdf","grobid_xml":"https://content.openalex.org/works/W2799978547.grobid-xml"},"referenced_works_count":88,"referenced_works":["https://openalex.org/W92469554","https://openalex.org/W1534477342","https://openalex.org/W1570713908","https://openalex.org/W1574680346","https://openalex.org/W1629845838","https://openalex.org/W1880023267","https://openalex.org/W1941659294","https://openalex.org/W1964027278","https://openalex.org/W1964582198","https://openalex.org/W1966626540","https://openalex.org/W1979672417","https://openalex.org/W1980222978","https://openalex.org/W1983086029","https://openalex.org/W2002466929","https://openalex.org/W2004014148","https://openalex.org/W2004549986","https://openalex.org/W2004608617","https://openalex.org/W2006465310","https://openalex.org/W2008756377","https://openalex.org/W2009710456","https://openalex.org/W2016852142","https://openalex.org/W2034285706","https://openalex.org/W2035659356","https://openalex.org/W2038894244","https://openalex.org/W2056279562","https://openalex.org/W2064188523","https://openalex.org/W2071841602","https://openalex.org/W2072970694","https://openalex.org/W2075313774","https://openalex.org/W2079520182","https://openalex.org/W2080283023","https://openalex.org/W2085284704","https://openalex.org/W2097177097","https://openalex.org/W2097788076","https://openalex.org/W2104319181","https://openalex.org/W2107097628","https://openalex.org/W2108718991","https://openalex.org/W2115921802","https://openalex.org/W2116041602","https://openalex.org/W2117004913","https://openalex.org/W2118978333","https://openalex.org/W2123914286","https://openalex.org/W2131987814","https://openalex.org/W2135046866","https://openalex.org/W2138550913","https://openalex.org/W2141125135","https://openalex.org/W2143426320","https://openalex.org/W2143777796","https://openalex.org/W2145135012","https://openalex.org/W2147010636","https://openalex.org/W2147378425","https://openalex.org/W2148143831","https://openalex.org/W2149960646","https://openalex.org/W2151088711","https://openalex.org/W2153925032","https://openalex.org/W2156665896","https://openalex.org/W2160851369","https://openalex.org/W2165250079","https://openalex.org/W2167917621","https://openalex.org/W2170951896","https://openalex.org/W2179438025","https://openalex.org/W2185223750","https://openalex.org/W2188248802","https://openalex.org/W2188930066","https://openalex.org/W2344681634","https://openalex.org/W2401404581","https://openalex.org/W2401834729","https://openalex.org/W2431273570","https://openalex.org/W2462303459","https://openalex.org/W2538509698","https://openalex.org/W2554225542","https://openalex.org/W2592367925","https://openalex.org/W2605897695","https://openalex.org/W2611418622","https://openalex.org/W2906926620","https://openalex.org/W2911964244","https://openalex.org/W2998216295","https://openalex.org/W3202462308","https://openalex.org/W4249737388","https://openalex.org/W4285719527","https://openalex.org/W4297732667","https://openalex.org/W6677164697","https://openalex.org/W6686382133","https://openalex.org/W6713154993","https://openalex.org/W6717785356","https://openalex.org/W6729038451","https://openalex.org/W6758076146","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W2378399001","https://openalex.org/W2381376498","https://openalex.org/W2393318770","https://openalex.org/W2369056725","https://openalex.org/W4385147599","https://openalex.org/W3151390891","https://openalex.org/W2944370844","https://openalex.org/W4224234790","https://openalex.org/W2391150797","https://openalex.org/W2060356349"],"abstract_inverted_index":{"Inflammatory":[0],"Bowel":[1],"Disease":[2,20],"(IBD)":[3],"is":[4,51,64,114,165],"an":[5,61,139],"umbrella":[6],"term":[7],"for":[8,66],"a":[9,135],"group":[10],"of":[11,14,31,47,109,119,160],"inflammatory":[12],"diseases":[13],"the":[15,26,29,36,45,107,117,128,161,166],"gastrointestinal":[16],"tract,":[17],"including":[18],"Crohn's":[19],"and":[21,59,75,138],"ulcerative":[22],"colitis.":[23],"Changes":[24],"to":[25,42,44,55,70,85,88,127,142,171],"intestinal":[27],"microbiome,":[28],"community":[30],"micro-organisms":[32],"that":[33,92,99,147,181],"resides":[34],"in":[35,73,169,187],"human":[37],"gut,":[38],"have":[39,182],"been":[40,97,185],"shown":[41,98],"contribute":[43],"pathogenesis":[46],"IBD.":[48],"IBD":[49,151,188],"diagnosis":[50],"often":[52,83],"delayed":[53],"due":[54],"its":[56],"non-specific":[57],"symptoms":[58],"because":[60],"invasive":[62],"colonoscopy":[63],"required":[65],"confirmation,":[67],"which":[68,113],"leads":[69],"poor":[71],"growth":[72],"children":[74],"worse":[76],"treatment":[77],"outcomes.":[78],"Feature":[79,102],"selection":[80,111],"algorithms":[81],"are":[82],"applied":[84],"microbial":[86],"communities":[87],"identify":[89,175],"bacterial":[90,179],"groups":[91],"drive":[93],"disease.":[94],"It":[95],"has":[96],"aggregating":[100],"Ensemble":[101],"Selection":[103],"(EFS)":[104],"can":[105,148],"improve":[106],"robustness":[108],"feature":[110,120,145,163],"algorithms,":[112],"defined":[115],"as":[116],"variation":[118],"selector":[121],"output":[122],"caused":[123],"by":[124],"small":[125],"changes":[126],"dataset.":[129],"In":[130],"this":[131],"work,":[132],"we":[133,174],"apply":[134],"two-step":[136],"filter":[137],"EFS":[140],"process":[141],"generate":[143],"robust":[144,162],"subsets":[146,164],"non-invasively":[149],"predict":[150],"subtypes":[152],"from":[153],"high-resolution":[154],"microbiome":[155],"data.":[156],"The":[157],"predictive":[158],"power":[159],"highest":[167],"reported":[168],"literature":[170],"date.":[172],"Furthermore,":[173],"five":[176],"biologically":[177],"plausible":[178],"species":[180],"not":[183],"previously":[184],"implicated":[186],"aetiology.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-05T09:01:59.212387","created_date":"2025-10-10T00:00:00"}
