{"id":"https://openalex.org/W2984908682","doi":"https://doi.org/10.1093/bioinformatics/btz796","title":"Model selection for metabolomics: predicting diagnosis of coronary artery disease using automated machine learning","display_name":"Model selection for metabolomics: predicting diagnosis of coronary artery disease using automated machine learning","publication_year":2019,"publication_date":"2019-10-31","ids":{"openalex":"https://openalex.org/W2984908682","doi":"https://doi.org/10.1093/bioinformatics/btz796","mag":"2984908682","pmid":"https://pubmed.ncbi.nlm.nih.gov/31702773"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btz796","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btz796","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/36/6/1772/36089203/btz796.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/36/6/1772/36089203/btz796.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039313073","display_name":"Alena Orlenko","orcid":"https://orcid.org/0000-0003-1757-293X"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alena Orlenko","raw_affiliation_strings":["Department of Biostatistics, Epidemiology and Informatics, Institute for Biomedical Informatics, University of Pennsylvania , Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, Epidemiology and Informatics, Institute for Biomedical Informatics, University of Pennsylvania , Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028788640","display_name":"Daniel Kofink","orcid":"https://orcid.org/0000-0002-0223-8608"},"institutions":[{"id":"https://openalex.org/I4210105827","display_name":"Netherlands Heart Institute","ror":"https://ror.org/01mh6b283","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210105827"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Daniel Kofink","raw_affiliation_strings":["Department of Cardiology, Division Heart and Lungs , Utrecht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Division Heart and Lungs , Utrecht, The Netherlands","institution_ids":["https://openalex.org/I4210105827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081478760","display_name":"Leo\u2010Pekka Lyytik\u00e4inen","orcid":"https://orcid.org/0000-0002-7200-5455"},"institutions":[{"id":"https://openalex.org/I4210105827","display_name":"Netherlands Heart Institute","ror":"https://ror.org/01mh6b283","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210105827"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Leo-Pekka Lyytik\u00e4inen","raw_affiliation_strings":["Department of Cardiology, Division Heart and Lungs , Utrecht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Division Heart and Lungs , Utrecht, The Netherlands","institution_ids":["https://openalex.org/I4210105827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026481024","display_name":"Kjell Nikus","orcid":"https://orcid.org/0000-0002-9345-9851"},"institutions":[{"id":"https://openalex.org/I4210126318","display_name":"Tampere University Hospital","ror":"https://ror.org/02hvt5f17","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210126318"]},{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]},{"id":"https://openalex.org/I4210133601","display_name":"Fimlab (Finland)","ror":"https://ror.org/031y6w871","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210133601"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kjell Nikus","raw_affiliation_strings":["Department of Cardiology, Tampere University Hospital , Tampere, Finland","Department of Clinical Chemistry, Fimlab Laboratories , Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Tampere University Hospital , Tampere, Finland","institution_ids":["https://openalex.org/I4210133110","https://openalex.org/I4210126318"]},{"raw_affiliation_string":"Department of Clinical Chemistry, Fimlab Laboratories , Tampere, Finland","institution_ids":["https://openalex.org/I4210133601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059968020","display_name":"Pashupati P. Mishra","orcid":"https://orcid.org/0000-0001-5177-3431"},"institutions":[{"id":"https://openalex.org/I4210126318","display_name":"Tampere University Hospital","ror":"https://ror.org/02hvt5f17","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210126318"]},{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]},{"id":"https://openalex.org/I4210133601","display_name":"Fimlab (Finland)","ror":"https://ror.org/031y6w871","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210133601"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Pashupati Mishra","raw_affiliation_strings":["Department of Cardiology, Tampere University Hospital , Tampere, Finland","Department of Clinical Chemistry, Fimlab Laboratories , Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Tampere University Hospital , Tampere, Finland","institution_ids":["https://openalex.org/I4210133110","https://openalex.org/I4210126318"]},{"raw_affiliation_string":"Department of Clinical Chemistry, Fimlab Laboratories , Tampere, Finland","institution_ids":["https://openalex.org/I4210133601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047024112","display_name":"Pekka Kuukasj\u00e4rvi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126318","display_name":"Tampere University Hospital","ror":"https://ror.org/02hvt5f17","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210126318"]},{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Pekka Kuukasj\u00e4rvi","raw_affiliation_strings":["Department of Cardio-Thoracic Surgery, Heart Center, Tampere University Hospital , Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Cardio-Thoracic Surgery, Heart Center, Tampere University Hospital , Tampere, Finland","institution_ids":["https://openalex.org/I4210133110","https://openalex.org/I4210126318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065030179","display_name":"Pekka J. Karhunen","orcid":"https://orcid.org/0000-0002-0320-571X"},"institutions":[{"id":"https://openalex.org/I4210133601","display_name":"Fimlab (Finland)","ror":"https://ror.org/031y6w871","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210133601"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Pekka J Karhunen","raw_affiliation_strings":["Department of Forensic Medicine, Fimlab Laboratories , Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Forensic Medicine, Fimlab Laboratories , Tampere, Finland","institution_ids":["https://openalex.org/I4210133601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045767788","display_name":"Mika K\u00e4h\u00f6nen","orcid":"https://orcid.org/0000-0002-4510-7341"},"institutions":[{"id":"https://openalex.org/I4210126318","display_name":"Tampere University Hospital","ror":"https://ror.org/02hvt5f17","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210126318"]},{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mika K\u00e4h\u00f6nen","raw_affiliation_strings":["Department of Clinical Physiology, Tampere University Hospital , Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Clinical Physiology, Tampere University Hospital , Tampere, Finland","institution_ids":["https://openalex.org/I4210133110","https://openalex.org/I4210126318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001600698","display_name":"Jari Laurikka","orcid":"https://orcid.org/0000-0001-7253-6048"},"institutions":[{"id":"https://openalex.org/I4210126318","display_name":"Tampere University Hospital","ror":"https://ror.org/02hvt5f17","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210126318"]},{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jari O Laurikka","raw_affiliation_strings":["Department of Cardio-Thoracic Surgery, Heart Center, Tampere University Hospital , Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Cardio-Thoracic Surgery, Heart Center, Tampere University Hospital , Tampere, Finland","institution_ids":["https://openalex.org/I4210133110","https://openalex.org/I4210126318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081986241","display_name":"Terho Lehtim\u00e4ki","orcid":"https://orcid.org/0000-0002-2555-4427"},"institutions":[{"id":"https://openalex.org/I4210126318","display_name":"Tampere University Hospital","ror":"https://ror.org/02hvt5f17","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210126318"]},{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]},{"id":"https://openalex.org/I4210133601","display_name":"Fimlab (Finland)","ror":"https://ror.org/031y6w871","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210133601"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Terho Lehtim\u00e4ki","raw_affiliation_strings":["Department of Cardiology, Tampere University Hospital , Tampere, Finland","Department of Clinical Chemistry, Fimlab Laboratories , Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Tampere University Hospital , Tampere, Finland","institution_ids":["https://openalex.org/I4210133110","https://openalex.org/I4210126318"]},{"raw_affiliation_string":"Department of Clinical Chemistry, Fimlab Laboratories , Tampere, Finland","institution_ids":["https://openalex.org/I4210133601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039782389","display_name":"Folkert W. Asselbergs","orcid":"https://orcid.org/0000-0002-1692-8669"},"institutions":[{"id":"https://openalex.org/I4210105827","display_name":"Netherlands Heart Institute","ror":"https://ror.org/01mh6b283","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210105827"]},{"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/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","NL"],"is_corresponding":false,"raw_author_name":"Folkert W Asselbergs","raw_affiliation_strings":["Department of Cardiology, Division Heart and Lungs , Utrecht, The Netherlands","Health Data Research UK London, Institute for Health Informatics, University College London , London, UK","Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London , London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Division Heart and Lungs , Utrecht, The Netherlands","institution_ids":["https://openalex.org/I4210105827"]},{"raw_affiliation_string":"Health Data Research UK London, Institute for Health Informatics, University College London , London, UK","institution_ids":["https://openalex.org/I4210142469","https://openalex.org/I45129253"]},{"raw_affiliation_string":"Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London , London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032971510","display_name":"Jason H. Moore","orcid":"https://orcid.org/0000-0002-5015-1099"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jason H Moore","raw_affiliation_strings":["Department of Biostatistics, Epidemiology and Informatics, Institute for Biomedical Informatics, University of Pennsylvania , Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, Epidemiology and Informatics, Institute for Biomedical Informatics, University of Pennsylvania , Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5032971510"],"corresponding_institution_ids":["https://openalex.org/I79576946"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":3.4355,"has_fulltext":true,"cited_by_count":62,"citation_normalized_percentile":{"value":0.93602872,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"36","issue":"6","first_page":"1772","last_page":"1778"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9972000122070312,"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/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9972000122070312,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9455999732017517,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9397000074386597,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7038449048995972},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.697045087814331},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6702736616134644},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5969740748405457},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5265531539916992},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.512719988822937},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4394461512565613},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.43917083740234375},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42045527696609497},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13730266690254211},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10418519377708435}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7038449048995972},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.697045087814331},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6702736616134644},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5969740748405457},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5265531539916992},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.512719988822937},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4394461512565613},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.43917083740234375},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42045527696609497},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13730266690254211},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10418519377708435},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"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":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D055432","descriptor_name":"Metabolomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055442","descriptor_name":"Metabolome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055442","descriptor_name":"Metabolome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055442","descriptor_name":"Metabolome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1093/bioinformatics/btz796","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btz796","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/36/6/1772/36089203/btz796.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:31702773","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31702773","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":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:dspace.library.uu.nl:1874/442048","is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/442048","pdf_url":null,"source":{"id":"https://openalex.org/S4306401649","display_name":"Utrecht University Repository (Utrecht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193662353","host_organization_name":"Utrecht University","host_organization_lineage":["https://openalex.org/I193662353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10094940","is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10094940/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   Bioinformatics , 36  (6)   pp. 1772-1778.   (2020)      ","raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7703753","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7703753","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:trepo.tuni.fi:10024/119546","is_oa":true,"landing_page_url":"https://trepo.tuni.fi/handle/10024/119546","pdf_url":null,"source":{"id":"https://openalex.org/S4306401860","display_name":"Tampere University Institutional Repository (Tampere University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I150589677","host_organization_name":"Tampere University of Applied Sciences","host_organization_lineage":["https://openalex.org/I150589677"],"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":"publishedVersion"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btz796","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btz796","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/36/6/1772/36089203/btz796.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4706438170","display_name":null,"funder_award_id":"R01 LM010098","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6682602594","display_name":null,"funder_award_id":"LM010098","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2984908682.pdf","grobid_xml":"https://content.openalex.org/works/W2984908682.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1576818901","https://openalex.org/W1831050183","https://openalex.org/W1966716734","https://openalex.org/W1976127906","https://openalex.org/W2068509302","https://openalex.org/W2101234009","https://openalex.org/W2106525823","https://openalex.org/W2109042184","https://openalex.org/W2544745230","https://openalex.org/W2768092558","https://openalex.org/W2792919287","https://openalex.org/W2963760170","https://openalex.org/W2963905884","https://openalex.org/W2998768810","https://openalex.org/W4298205047","https://openalex.org/W6675354045","https://openalex.org/W6676279030","https://openalex.org/W6728933153","https://openalex.org/W6743460468","https://openalex.org/W6744814462","https://openalex.org/W6843995451"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W2992516105","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W4293525103","https://openalex.org/W3200179079","https://openalex.org/W4309711338","https://openalex.org/W3087493185"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":9}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
