{"id":"https://openalex.org/W2950684648","doi":"https://doi.org/10.1093/bioinformatics/btz295","title":"LAmbDA: label ambiguous domain adaptation dataset integration reduces batch effects and improves subtype detection","display_name":"LAmbDA: label ambiguous domain adaptation dataset integration reduces batch effects and improves subtype detection","publication_year":2019,"publication_date":"2019-04-18","ids":{"openalex":"https://openalex.org/W2950684648","doi":"https://doi.org/10.1093/bioinformatics/btz295","mag":"2950684648","pmid":"https://pubmed.ncbi.nlm.nih.gov/31038689"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btz295","is_oa":false,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btz295","pdf_url":null,"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":null,"license_id":null,"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":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6853662","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062080836","display_name":"Travis S. Johnson","orcid":"https://orcid.org/0000-0002-4628-2256"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]},{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Travis S Johnson","raw_affiliation_strings":["Department of Biomedical Informatics, The Ohio State University College of Medicine , Columbus, OH, USA","Department of Medicine, Indiana University School of Medicine , Indianapolis, IN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, The Ohio State University College of Medicine , Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Department of Medicine, Indiana University School of Medicine , Indianapolis, IN, USA","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4394709130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079050779","display_name":"Tongxin Wang","orcid":"https://orcid.org/0000-0001-5826-1842"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]},{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]},{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tongxin Wang","raw_affiliation_strings":["Department of Computer Science, Indiana University , Bloomington, IN, USA","Department of Medicine, Indiana University School of Medicine , Indianapolis, IN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Indiana University , Bloomington, IN, USA","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Department of Medicine, Indiana University School of Medicine , Indianapolis, IN, USA","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4394709130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064652614","display_name":"Zhi Huang","orcid":"https://orcid.org/0000-0001-6982-8285"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]},{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]},{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhi Huang","raw_affiliation_strings":["Department of Medicine, Indiana University School of Medicine , Indianapolis, IN, USA","School of Electrical and Computer Engineering, Purdue University , West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, Indiana University School of Medicine , Indianapolis, IN, USA","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4394709130"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University , West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041863346","display_name":"Christina Y. Yu","orcid":"https://orcid.org/0000-0002-4165-6781"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]},{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]},{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christina Y Yu","raw_affiliation_strings":["Department of Biomedical Informatics, The Ohio State University College of Medicine , Columbus, OH, USA","Department of Medicine, Indiana University School of Medicine , Indianapolis, IN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, The Ohio State University College of Medicine , Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Department of Medicine, Indiana University School of Medicine , Indianapolis, IN, USA","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4394709130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101458171","display_name":"Yi Wu","orcid":"https://orcid.org/0000-0003-3838-7418"},"institutions":[{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Wu","raw_affiliation_strings":["Department of Medicine, Indiana University School of Medicine , Indianapolis, IN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, Indiana University School of Medicine , Indianapolis, IN, USA","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4394709130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101198400","display_name":"Yatong Han","orcid":null},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yatong Han","raw_affiliation_strings":["Harbin Engineering University , Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Engineering University , Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100456274","display_name":"Yan Zhang","orcid":"https://orcid.org/0000-0002-6041-4454"},"institutions":[{"id":"https://openalex.org/I2799885155","display_name":"The Ohio State University Comprehensive Cancer Center \u2013 Arthur G. James Cancer Hospital and Richard J. Solove Research Institute","ror":"https://ror.org/028t46f04","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799885155"]},{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Zhang","raw_affiliation_strings":["Department of Biomedical Informatics, The Ohio State University College of Medicine , Columbus, OH, USA","The Ohio State University Comprehensive Cancer Center (OSUCCC \u2013 James) , Columbus, OH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, The Ohio State University College of Medicine , Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"The Ohio State University Comprehensive Cancer Center (OSUCCC \u2013 James) , Columbus, OH, USA","institution_ids":["https://openalex.org/I2799885155","https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057366605","display_name":"Kun Huang","orcid":"https://orcid.org/0000-0002-8530-370X"},"institutions":[{"id":"https://openalex.org/I1324682000","display_name":"Regenstrief Institute","ror":"https://ror.org/05f2ywb48","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1324682000"]},{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kun Huang","raw_affiliation_strings":["Department of Medicine, Indiana University School of Medicine , Indianapolis, IN, USA","Regenstrief Institute, Indiana University School of Medicine , Indianapolis, IN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, Indiana University School of Medicine , Indianapolis, IN, USA","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4394709130"]},{"raw_affiliation_string":"Regenstrief Institute, Indiana University School of Medicine , Indianapolis, IN, USA","institution_ids":["https://openalex.org/I1324682000","https://openalex.org/I55769427","https://openalex.org/I4394709130"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100436623","display_name":"Jie Zhang","orcid":"https://orcid.org/0000-0001-6939-7905"},"institutions":[{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jie Zhang","raw_affiliation_strings":["Department of Medical and Molecular Genetics, Indiana University School of Medicine , Indianapolis, IN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Medical and Molecular Genetics, Indiana University School of Medicine , Indianapolis, IN, USA","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4394709130"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5057366605","https://openalex.org/A5100436623"],"corresponding_institution_ids":["https://openalex.org/I1324682000","https://openalex.org/I4394709130","https://openalex.org/I55769427"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":3.0832,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.92524751,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"35","issue":"22","first_page":"4696","last_page":"4706"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9998999834060669,"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/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9998999834060669,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9932000041007996,"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/generalizability-theory","display_name":"Generalizability theory","score":0.762505054473877},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6817147731781006},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5648461580276489},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5336977243423462},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5177401900291443},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.4824236333370209},{"id":"https://openalex.org/keywords/data-type","display_name":"Data type","score":0.4788534641265869},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.47194546461105347},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4313387870788574},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.419153094291687},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4026602506637573},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40031635761260986},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.23065444827079773},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13530313968658447},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11703541874885559}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.762505054473877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6817147731781006},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5648461580276489},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5336977243423462},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5177401900291443},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.4824236333370209},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.4788534641265869},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.47194546461105347},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4313387870788574},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.419153094291687},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4026602506637573},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40031635761260986},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.23065444827079773},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13530313968658447},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11703541874885559},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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}],"mesh":[{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1093/bioinformatics/btz295","is_oa":false,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btz295","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:31038689","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31038689","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:pubmedcentral.nih.gov:6853662","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6853662","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:scholarworks.indianapolis.iu.edu:1805/27408","is_oa":false,"landing_page_url":"https://hdl.handle.net/1805/27408","pdf_url":null,"source":{"id":"https://openalex.org/S4306400987","display_name":"IUScholarWorks (Indiana University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I592451","host_organization_name":"Indiana University","host_organization_lineage":["https://openalex.org/I592451"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PMC","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:6853662","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6853662","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.6000000238418579}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309374","display_name":"Ohio State University","ror":"https://ror.org/00rs6vg23"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332961","display_name":"School of Medicine, Indiana University","ror":"https://ror.org/05gxnyn08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1552434751","https://openalex.org/W1731081199","https://openalex.org/W1963874311","https://openalex.org/W1979283544","https://openalex.org/W1986849266","https://openalex.org/W2039521726","https://openalex.org/W2045949302","https://openalex.org/W2054275187","https://openalex.org/W2063116391","https://openalex.org/W2064412199","https://openalex.org/W2098353128","https://openalex.org/W2102395431","https://openalex.org/W2106837051","https://openalex.org/W2112483442","https://openalex.org/W2122982115","https://openalex.org/W2146512944","https://openalex.org/W2155653793","https://openalex.org/W2158681777","https://openalex.org/W2173249656","https://openalex.org/W2211603551","https://openalex.org/W2471513101","https://openalex.org/W2523369352","https://openalex.org/W2523620612","https://openalex.org/W2526262591","https://openalex.org/W2528543174","https://openalex.org/W2551484714","https://openalex.org/W2553156677","https://openalex.org/W2601723752","https://openalex.org/W2739329039","https://openalex.org/W2741564801","https://openalex.org/W2794480084","https://openalex.org/W2794521141","https://openalex.org/W2796170779","https://openalex.org/W2804847416","https://openalex.org/W2897346235","https://openalex.org/W2899948177","https://openalex.org/W2909924673","https://openalex.org/W2912065533","https://openalex.org/W2912280546","https://openalex.org/W2949067670","https://openalex.org/W2951217100","https://openalex.org/W2971398276","https://openalex.org/W2973370607","https://openalex.org/W2984472267","https://openalex.org/W2997519153","https://openalex.org/W3105616927","https://openalex.org/W6637618735","https://openalex.org/W6676001293","https://openalex.org/W6676840641","https://openalex.org/W6683235360","https://openalex.org/W6685458853","https://openalex.org/W6729589183"],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W2413243053","https://openalex.org/W410723623","https://openalex.org/W2015341305","https://openalex.org/W2035068594","https://openalex.org/W4225593417","https://openalex.org/W2573498121","https://openalex.org/W3022298670","https://openalex.org/W3160494304","https://openalex.org/W4394775207"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}