{"id":"https://openalex.org/W2105856616","doi":"https://doi.org/10.1186/1471-2105-10-s9-s1","title":"Transcriptional network classifiers","display_name":"Transcriptional network classifiers","publication_year":2009,"publication_date":"2009-09-01","ids":{"openalex":"https://openalex.org/W2105856616","doi":"https://doi.org/10.1186/1471-2105-10-s9-s1","mag":"2105856616","pmid":"https://pubmed.ncbi.nlm.nih.gov/19761563"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-10-s9-s1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-10-s9-s1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-10-S9-S1","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/10.1186/1471-2105-10-S9-S1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101126181","display_name":"Hsun\u2010Hsien Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210092658","display_name":"Harvard\u2013MIT Division of Health Sciences and Technology","ror":"https://ror.org/00jjeh629","country_code":"US","type":"education","lineage":["https://openalex.org/I4210092658"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hsun-Hsien Chang","raw_affiliation_strings":["Childrens' Hospital Informatics Program, Harvard-MIT Division of Health Sciences and Technology, Harvard Medical School, Boston, Massachusetts, USA. hsun-hsien.chang@childrens.harvard.edu","Harvard-MIT Division of Health Sciences and Technology, Harvard Medical School, Childrens' Hospital Informatics Program, Boston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Childrens' Hospital Informatics Program, Harvard-MIT Division of Health Sciences and Technology, Harvard Medical School, Boston, Massachusetts, USA. hsun-hsien.chang@childrens.harvard.edu","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Harvard-MIT Division of Health Sciences and Technology, Harvard Medical School, Childrens' Hospital Informatics Program, Boston, USA","institution_ids":["https://openalex.org/I4210092658","https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054056109","display_name":"Marco Ramoni","orcid":null},"institutions":[{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210092658","display_name":"Harvard\u2013MIT Division of Health Sciences and Technology","ror":"https://ror.org/00jjeh629","country_code":"US","type":"education","lineage":["https://openalex.org/I4210092658"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marco F Ramoni","raw_affiliation_strings":["Harvard-MIT Division of Health Sciences and Technology, Harvard Medical School, Childrens' Hospital Informatics Program, Boston, Massachusetts, USA","Harvard-MIT Division of Health Sciences and Technology, Harvard Medical School, Childrens' Hospital Informatics Program, Boston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harvard-MIT Division of Health Sciences and Technology, Harvard Medical School, Childrens' Hospital Informatics Program, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I4210092658","https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Harvard-MIT Division of Health Sciences and Technology, Harvard Medical School, Childrens' Hospital Informatics Program, Boston, USA","institution_ids":["https://openalex.org/I4210092658","https://openalex.org/I136199984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101126181"],"corresponding_institution_ids":["https://openalex.org/I1288882113","https://openalex.org/I136199984","https://openalex.org/I4210092658"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.5063,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.81925947,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"10","issue":"S9","first_page":"S1","last_page":"S1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.4487000107765198,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.4487000107765198,"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/T10885","display_name":"Gene expression and cancer classification","score":0.435699999332428,"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/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.014999999664723873,"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/classifier","display_name":"Classifier (UML)","score":0.6320317983627319},{"id":"https://openalex.org/keywords/gene-regulatory-network","display_name":"Gene regulatory network","score":0.5477359890937805},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5417916774749756},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.5198567509651184},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5080573558807373},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.467542827129364},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4464595913887024},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.4390661120414734},{"id":"https://openalex.org/keywords/systems-biology","display_name":"Systems biology","score":0.4252697825431824},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4242894649505615},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.4239170253276825},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40898334980010986},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3634924292564392},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.34749171137809753},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.3439487814903259},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.3129566013813019},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.2204897701740265},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.21838778257369995},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.17859280109405518}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6320317983627319},{"id":"https://openalex.org/C67339327","wikidata":"https://www.wikidata.org/wiki/Q1502576","display_name":"Gene regulatory network","level":4,"score":0.5477359890937805},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5417916774749756},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5198567509651184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5080573558807373},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.467542827129364},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4464595913887024},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.4390661120414734},{"id":"https://openalex.org/C152662350","wikidata":"https://www.wikidata.org/wiki/Q815297","display_name":"Systems biology","level":2,"score":0.4252697825431824},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4242894649505615},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4239170253276825},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40898334980010986},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3634924292564392},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.34749171137809753},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3439487814903259},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.3129566013813019},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.2204897701740265},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.21838778257369995},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.17859280109405518}],"mesh":[{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D014158","descriptor_name":"Transcription, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014158","descriptor_name":"Transcription, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014158","descriptor_name":"Transcription, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017545","descriptor_name":"Aortic Aneurysm, Thoracic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D017545","descriptor_name":"Aortic Aneurysm, Thoracic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D017545","descriptor_name":"Aortic Aneurysm, Thoracic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D017545","descriptor_name":"Aortic Aneurysm, Thoracic","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D017545","descriptor_name":"Aortic Aneurysm, Thoracic","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D017545","descriptor_name":"Aortic Aneurysm, Thoracic","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D049490","descriptor_name":"Systems Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049490","descriptor_name":"Systems Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049490","descriptor_name":"Systems Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053263","descriptor_name":"Gene Regulatory Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053263","descriptor_name":"Gene Regulatory Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053263","descriptor_name":"Gene Regulatory Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1186/1471-2105-10-s9-s1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-10-s9-s1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-10-S9-S1","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:19761563","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/19761563","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:CiteSeerX.psu:10.1.1.331.249","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.331.249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.biomedcentral.com/content/pdf/1471-2105-10-S9-S1.pdf","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:8d46d366691248f5a626322eb3ea8750","is_oa":true,"landing_page_url":"https://doaj.org/article/8d46d366691248f5a626322eb3ea8750","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 10, Iss Suppl 9, p S1 (2009)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:2745680","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2745680","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"}],"best_oa_location":{"id":"doi:10.1186/1471-2105-10-s9-s1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-10-s9-s1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-10-S9-S1","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":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6200000047683716}],"awards":[{"id":"https://openalex.org/G3240497160","display_name":null,"funder_award_id":"R01HG003354","funder_id":"https://openalex.org/F4320337348","funder_display_name":"National Human Genome Research Institute"},{"id":"https://openalex.org/G7606268152","display_name":null,"funder_award_id":"R01 HG003354","funder_id":"https://openalex.org/F4320337348","funder_display_name":"National Human Genome Research Institute"}],"funders":[{"id":"https://openalex.org/F4320308380","display_name":"Yale University","ror":"https://ror.org/03v76x132"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337348","display_name":"National Human Genome Research Institute","ror":"https://ror.org/00baak391"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2105856616.pdf","grobid_xml":"https://content.openalex.org/works/W2105856616.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1964412879","https://openalex.org/W1981278766","https://openalex.org/W1981556571","https://openalex.org/W1981919574","https://openalex.org/W1982776156","https://openalex.org/W1987386449","https://openalex.org/W1990393931","https://openalex.org/W1992045522","https://openalex.org/W1992099172","https://openalex.org/W2014620140","https://openalex.org/W2014687101","https://openalex.org/W2026169826","https://openalex.org/W2032924729","https://openalex.org/W2044473612","https://openalex.org/W2058451329","https://openalex.org/W2059313996","https://openalex.org/W2072372077","https://openalex.org/W2075549113","https://openalex.org/W2080178255","https://openalex.org/W2081709843","https://openalex.org/W2087231535","https://openalex.org/W2088015582","https://openalex.org/W2098839767","https://openalex.org/W2104265571","https://openalex.org/W2106671367","https://openalex.org/W2109363337","https://openalex.org/W2116588813","https://openalex.org/W2117284234","https://openalex.org/W2118322040","https://openalex.org/W2124201592","https://openalex.org/W2125631472","https://openalex.org/W2127524594","https://openalex.org/W2133006389","https://openalex.org/W2138550913","https://openalex.org/W2142107342","https://openalex.org/W2146585970","https://openalex.org/W2149310258","https://openalex.org/W2157795344","https://openalex.org/W2158096909","https://openalex.org/W2163798887","https://openalex.org/W2172030256","https://openalex.org/W2292926899","https://openalex.org/W2405180546","https://openalex.org/W2417226253","https://openalex.org/W4233622718","https://openalex.org/W4294107304"],"related_works":["https://openalex.org/W2972991241","https://openalex.org/W2415545834","https://openalex.org/W2349909726","https://openalex.org/W2156421048","https://openalex.org/W2135896045","https://openalex.org/W2884256268","https://openalex.org/W2171763327","https://openalex.org/W3108451992","https://openalex.org/W2511617859","https://openalex.org/W2031892952"],"abstract_inverted_index":{"BACKGROUND:":[0],"Gene":[1],"interactions":[2,61],"play":[3],"a":[4,37,52,126,156,190],"central":[5],"role":[6],"in":[7,65,200,211],"transcriptional":[8,44,208],"networks.":[9],"Many":[10],"studies":[11],"have":[12],"performed":[13],"genome-wide":[14],"expression":[15],"analysis":[16],"to":[17,21,41,54,59,205],"reconstruct":[18],"regulatory":[19,31],"networks":[20,45,88],"investigate":[22],"disease":[23,237],"processes.":[24],"Since":[25],"biological":[26,215],"processes":[27],"are":[28],"outcomes":[29],"of":[30,93,119,147,222,232],"gene":[32,60,96],"interactions,":[33],"this":[34,201],"paper":[35,202],"develops":[36],"system":[38,79,196],"biology":[39,80,197],"approach":[40,81,111,184,198,235],"infer":[42,206],"function-dependent":[43,207],"modulating":[46],"phenotypic":[47],"traits,":[48],"which":[49,210],"serve":[50],"as":[51],"classifier":[53,128,224],"identify":[55],"tissue":[56],"states.":[57],"Due":[58],"taken":[62],"into":[63],"account":[64],"the":[66,86,117,134,145,229],"analysis,":[67],"we":[68,124],"can":[69,213],"achieve":[70],"higher":[71],"classification":[72,142,187],"accuracy":[73,161,188],"than":[74],"existing":[75],"methods.":[76],"RESULTS:":[77],"Our":[78],"is":[82,203],"carried":[83],"out":[84],"by":[85,98,102],"Bayesian":[87],"framework.":[89],"The":[90,168,195,220],"algorithm":[91],"consists":[92],"two":[94,113],"steps:":[95],"filtering":[97],"Bayes":[99],"factor":[100],"followed":[101],"collinearity":[103],"elimination":[104],"via":[105],"network":[106],"learning.":[107],"We":[108],"validate":[109],"our":[110,183,223,233],"with":[112,171,217],"clinical":[114,226],"data.":[115],"In":[116,144],"study":[118,146],"lung":[120],"cancer":[121],"subtypes":[122],"discrimination,":[123],"obtain":[125],"25-gene":[127],"from":[129],"111":[130],"training":[131],"samples,":[132],"and":[133,178,189],"test":[135],"on":[136,162],"422":[137],"independent":[138,164],"samples":[139,154,165,216],"achieves":[140,166],"95%":[141],"accuracy.":[143,219],"thoracic":[148],"aortic":[149],"aneurysm":[150],"(TAA)":[151],"diagnosis,":[152],"61":[153],"determine":[155],"34-gene":[157],"classifier,":[158],"whose":[159],"diagnosis":[160],"33":[163],"82%.":[167],"performance":[169],"comparisons":[170],"three":[172],"other":[173],"popular":[174],"methods,":[175],"PCA/LDA,":[176],"PAM,":[177],"Weighted":[179],"Voting,":[180],"confirm":[181],"that":[182],"yields":[185],"superior":[186],"more":[191],"compact":[192],"signature.":[193],"CONCLUSIONS:":[194],"presented":[199],"able":[204],"networks,":[209],"turn":[212],"classify":[214],"high":[218],"validation":[221],"using":[225],"data":[227],"demonstrates":[228],"promising":[230],"value":[231],"proposed":[234],"for":[236],"diagnosis.":[238]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}
