{"id":"https://openalex.org/W2106002880","doi":"https://doi.org/10.1186/1471-2105-6-205","title":"A comparative study of discriminating human heart failure etiology using gene expression profiles","display_name":"A comparative study of discriminating human heart failure etiology using gene expression profiles","publication_year":2005,"publication_date":"2005-08-24","ids":{"openalex":"https://openalex.org/W2106002880","doi":"https://doi.org/10.1186/1471-2105-6-205","mag":"2106002880","pmid":"https://pubmed.ncbi.nlm.nih.gov/16120216"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-6-205","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-6-205","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-6-205","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-6-205","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003066614","display_name":"Xiaohong Huang","orcid":"https://orcid.org/0000-0002-9174-2784"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaohong Huang","raw_affiliation_strings":["Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN 55455, USA. xiaohong@biostat.umn.edu","Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN 55455, USA. xiaohong@biostat.umn.edu","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, USA#TAB#","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018997928","display_name":"Wei Pan","orcid":"https://orcid.org/0000-0002-1159-0582"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wei Pan","raw_affiliation_strings":["Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, 55455, USA","Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, 55455, USA","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, USA#TAB#","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048372871","display_name":"Suzanne Grindle","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135252","display_name":"University of Minnesota Medical Center","ror":"https://ror.org/03e1ayz78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1309104334","https://openalex.org/I4210135252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suzanne Grindle","raw_affiliation_strings":["Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, MN, 55455, USA","Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, MN, 55455, USA","institution_ids":["https://openalex.org/I4210135252"]},{"raw_affiliation_string":"Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, USA","institution_ids":["https://openalex.org/I4210135252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648131","display_name":"Xinqiang Han","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135252","display_name":"University of Minnesota Medical Center","ror":"https://ror.org/03e1ayz78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1309104334","https://openalex.org/I4210135252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinqiang Han","raw_affiliation_strings":["Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, MN, 55455, USA","Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, MN, 55455, USA","institution_ids":["https://openalex.org/I4210135252"]},{"raw_affiliation_string":"Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, USA","institution_ids":["https://openalex.org/I4210135252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100409193","display_name":"Yingjie Chen","orcid":"https://orcid.org/0000-0002-4059-7847"},"institutions":[{"id":"https://openalex.org/I4210135252","display_name":"University of Minnesota Medical Center","ror":"https://ror.org/03e1ayz78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1309104334","https://openalex.org/I4210135252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yingjie Chen","raw_affiliation_strings":["Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, MN, 55455, USA","Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, MN, 55455, USA","institution_ids":["https://openalex.org/I4210135252"]},{"raw_affiliation_string":"Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, USA","institution_ids":["https://openalex.org/I4210135252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051375976","display_name":"Soon J Park","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135252","display_name":"University of Minnesota Medical Center","ror":"https://ror.org/03e1ayz78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1309104334","https://openalex.org/I4210135252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Soon J Park","raw_affiliation_strings":["Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, MN, 55455, USA","Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, MN, 55455, USA","institution_ids":["https://openalex.org/I4210135252"]},{"raw_affiliation_string":"Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, USA","institution_ids":["https://openalex.org/I4210135252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108298657","display_name":"Leslie W. Miller","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135252","display_name":"University of Minnesota Medical Center","ror":"https://ror.org/03e1ayz78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1309104334","https://openalex.org/I4210135252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leslie W Miller","raw_affiliation_strings":["Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, MN, 55455, USA","Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, MN, 55455, USA","institution_ids":["https://openalex.org/I4210135252"]},{"raw_affiliation_string":"Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, USA","institution_ids":["https://openalex.org/I4210135252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074110521","display_name":"Jennifer L. Hall","orcid":"https://orcid.org/0000-0002-5103-5399"},"institutions":[{"id":"https://openalex.org/I4210135252","display_name":"University of Minnesota Medical Center","ror":"https://ror.org/03e1ayz78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1309104334","https://openalex.org/I4210135252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer Hall","raw_affiliation_strings":["Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, MN, 55455, USA","Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, MN, 55455, USA","institution_ids":["https://openalex.org/I4210135252"]},{"raw_affiliation_string":"Cardiovascular Division, Department of Medicine, Medical School, University of Minnesota, Minneapolis, USA","institution_ids":["https://openalex.org/I4210135252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018997928"],"corresponding_institution_ids":["https://openalex.org/I130238516"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":{"value":2790,"currency":"USD","value_usd":2790},"fwci":2.2564,"has_fulltext":true,"cited_by_count":63,"citation_normalized_percentile":{"value":0.87725984,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"6","issue":"1","first_page":"205","last_page":"205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.7049999833106995,"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/T10885","display_name":"Gene expression and cancer classification","score":0.7049999833106995,"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/T11962","display_name":"Cardiac Fibrosis and Remodeling","score":0.04179999977350235,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.02290000021457672,"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/dna-microarray","display_name":"DNA microarray","score":0.7079699039459229},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.6219865679740906},{"id":"https://openalex.org/keywords/etiology","display_name":"Etiology","score":0.6090578436851501},{"id":"https://openalex.org/keywords/heart-failure","display_name":"Heart failure","score":0.5781130194664001},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.4781588017940521},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4720633327960968},{"id":"https://openalex.org/keywords/gene-expression-profiling","display_name":"Gene expression profiling","score":0.45207738876342773},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.4444708228111267},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.43021559715270996},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.4174080789089203},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.276602566242218},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.20221880078315735},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1850546896457672}],"concepts":[{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.7079699039459229},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.6219865679740906},{"id":"https://openalex.org/C137627325","wikidata":"https://www.wikidata.org/wiki/Q156318","display_name":"Etiology","level":2,"score":0.6090578436851501},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.5781130194664001},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.4781588017940521},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4720633327960968},{"id":"https://openalex.org/C18431079","wikidata":"https://www.wikidata.org/wiki/Q1502169","display_name":"Gene expression profiling","level":4,"score":0.45207738876342773},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.4444708228111267},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.43021559715270996},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.4174080789089203},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.276602566242218},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.20221880078315735},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1850546896457672}],"mesh":[{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000235","qualifier_name":"genetics","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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","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":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017202","descriptor_name":"Myocardial Ischemia","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D017202","descriptor_name":"Myocardial Ischemia","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D017202","descriptor_name":"Myocardial Ischemia","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/1471-2105-6-205","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-6-205","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-6-205","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:16120216","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/16120216","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:1224853","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/1224853","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":"BMC Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:e25b0a558dd847d08b846b59f40c7682","is_oa":false,"landing_page_url":"https://doaj.org/article/e25b0a558dd847d08b846b59f40c7682","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 6, Iss 1, p 205 (2005)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/1471-2105-6-205","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-6-205","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-6-205","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G5555993821","display_name":"Statistical Methods for Genomic and Proteomic Data","funder_award_id":"5r01hl065462-10","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6240033142","display_name":null,"funder_award_id":"HL65462","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G908293700","display_name":null,"funder_award_id":"R01HL065462","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"}],"funders":[{"id":"https://openalex.org/F4320306230","display_name":"American Heart Association","ror":"https://ror.org/013kjyp64"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2106002880.pdf","grobid_xml":"https://content.openalex.org/works/W2106002880.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W55026472","https://openalex.org/W1480376833","https://openalex.org/W1481350172","https://openalex.org/W1553500812","https://openalex.org/W1554944419","https://openalex.org/W1594031697","https://openalex.org/W1966701961","https://openalex.org/W1969761972","https://openalex.org/W1973079098","https://openalex.org/W1982973712","https://openalex.org/W1991680649","https://openalex.org/W2006636984","https://openalex.org/W2008233728","https://openalex.org/W2019575783","https://openalex.org/W2023515446","https://openalex.org/W2039650965","https://openalex.org/W2043235003","https://openalex.org/W2046086556","https://openalex.org/W2050625434","https://openalex.org/W2063912592","https://openalex.org/W2073034952","https://openalex.org/W2079775628","https://openalex.org/W2087998083","https://openalex.org/W2089440068","https://openalex.org/W2096158882","https://openalex.org/W2101276256","https://openalex.org/W2107956883","https://openalex.org/W2109363337","https://openalex.org/W2110103927","https://openalex.org/W2118317777","https://openalex.org/W2118535778","https://openalex.org/W2119668204","https://openalex.org/W2122461960","https://openalex.org/W2124408646","https://openalex.org/W2128589733","https://openalex.org/W2129476886","https://openalex.org/W2133199783","https://openalex.org/W2135046866","https://openalex.org/W2135699773","https://openalex.org/W2137476312","https://openalex.org/W2138550913","https://openalex.org/W2146842127","https://openalex.org/W2149877551","https://openalex.org/W2153340607","https://openalex.org/W2157875785","https://openalex.org/W2158940042","https://openalex.org/W2162942021","https://openalex.org/W2165093044","https://openalex.org/W2166446427","https://openalex.org/W2171033594","https://openalex.org/W2252988123","https://openalex.org/W2304733578","https://openalex.org/W2320264340","https://openalex.org/W2332287011","https://openalex.org/W2409772546","https://openalex.org/W2490800645","https://openalex.org/W2796765386","https://openalex.org/W2911964244","https://openalex.org/W3085162807","https://openalex.org/W3163638146","https://openalex.org/W4236270433","https://openalex.org/W4244934246","https://openalex.org/W4254259096","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2069695727","https://openalex.org/W1996185163","https://openalex.org/W2084813257","https://openalex.org/W2045929470","https://openalex.org/W2081127504","https://openalex.org/W2122223946","https://openalex.org/W4233500668","https://openalex.org/W1974145978","https://openalex.org/W1977867163","https://openalex.org/W2393426762"],"abstract_inverted_index":{"BACKGROUND:":[0],"Human":[1],"heart":[2,20,52,76,144],"failure":[3,53,77,145],"is":[4,120,136,151,162],"a":[5,158,180,214],"complex":[6],"disease":[7,21],"that":[8,34,122,164],"manifests":[9],"from":[10,82],"multiple":[11,224],"genetic":[12],"and":[13,18,50,61,105,112],"environmental":[14],"factors.":[15],"Although":[16],"ischemic":[17,49],"non-ischemic":[19,51],"present":[22],"clinically":[23],"with":[24,39],"many":[25],"similar":[26],"decreases":[27],"in":[28,146],"ventricular":[29],"function,":[30],"emerging":[31],"work":[32],"suggests":[33,219],"they":[35],"are":[36],"distinct":[37],"diseases":[38],"different":[40],"responses":[41],"to":[42,46,57,108,138,169,178],"therapy.":[43],"The":[44],"ability":[45],"distinguish":[47,140],"between":[48],"may":[54,194],"be":[55],"essential":[56],"guide":[58],"appropriate":[59],"therapy":[60],"determine":[62],"prognosis":[63],"for":[64,116,153],"successful":[65],"treatment.":[66],"In":[67,157],"this":[68],"paper":[69],"we":[70],"consider":[71],"discriminating":[72,206],"the":[73,123,132,141,154,165,174,205,220],"etiologies":[74,142],"of":[75,131,143,222],"using":[78,208],"gene":[79,186,209],"expression":[80,187,210],"libraries":[81],"two":[83,109,133],"separate":[84],"institutions.":[85],"RESULTS:":[86],"We":[87],"apply":[88],"five":[89,124,166],"new":[90],"statistical":[91,125],"methods,":[92],"including":[93],"partial":[94,98],"least":[95,99],"squares,":[96,100],"penalized":[97],"LASSO,":[101],"nearest":[102],"shrunken":[103],"centroids":[104],"random":[106,175],"forest,":[107],"real":[110],"datasets":[111],"compare":[113],"their":[114],"performance":[115,207],"multiclass":[117],"classification.":[118],"It":[119],"found":[121],"methods":[126,167,193],"perform":[127,195],"similarly":[128],"on":[129,213],"each":[130],"datasets:":[134],"it":[135,150,161],"difficult":[137],"correctly":[139],"one":[147,199],"dataset":[148],"whereas":[149],"easy":[152],"other":[155],"one.":[156],"simulation":[159],"study,":[160],"confirmed":[163],"tend":[168],"have":[170,179],"close":[171],"performance,":[172],"though":[173],"forest":[176],"seems":[177],"slight":[181],"edge.":[182],"CONCLUSIONS:":[183],"For":[184],"some":[185],"data,":[188],"several":[189],"recently":[190],"developed":[191],"discriminant":[192],"similarly.":[196],"More":[197],"importantly,":[198],"must":[200],"remain":[201],"cautious":[202],"when":[203],"assessing":[204],"profiles":[211],"based":[212],"small":[215],"dataset;":[216],"our":[217],"analysis":[218],"importance":[221],"utilizing":[223],"or":[225],"larger":[226],"datasets.":[227]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":4}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
