{"id":"https://openalex.org/W2090824499","doi":"https://doi.org/10.1186/1471-2105-7-s4-s7","title":"FM-test: a fuzzy-set-theory-based approach to differential gene expression data analysis","display_name":"FM-test: a fuzzy-set-theory-based approach to differential gene expression data analysis","publication_year":2006,"publication_date":"2006-12-01","ids":{"openalex":"https://openalex.org/W2090824499","doi":"https://doi.org/10.1186/1471-2105-7-s4-s7","mag":"2090824499","pmid":"https://pubmed.ncbi.nlm.nih.gov/17217525"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-7-s4-s7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-7-s4-s7","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-7-S4-S7","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/10.1186/1471-2105-7-S4-S7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082090976","display_name":"Lily Liang","orcid":"https://orcid.org/0000-0003-1907-6008"},"institutions":[{"id":"https://openalex.org/I174612323","display_name":"University of the District of Columbia","ror":"https://ror.org/037wegn60","country_code":"US","type":"education","lineage":["https://openalex.org/I174612323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lily R Liang","raw_affiliation_strings":["Department of Computer Science and Information Technology, University of the District of Columbia, Washington, DC 20008, USA. lliang@udc.edu","Department of Computer Science and Information Technology, University of the District of Columbia, Washington, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, University of the District of Columbia, Washington, DC 20008, USA. lliang@udc.edu","institution_ids":["https://openalex.org/I174612323"]},{"raw_affiliation_string":"Department of Computer Science and Information Technology, University of the District of Columbia, Washington, USA#TAB#","institution_ids":["https://openalex.org/I174612323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044023807","display_name":"Shiyong Lu","orcid":"https://orcid.org/0000-0002-7864-1815"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shiyong Lu","raw_affiliation_strings":["Department of Computer Science, Wayne State University, Detroit, MI, 48202, USA","Department of Computer Science, Wayne State University, Detroit, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Wayne State University, Detroit, MI, 48202, USA","institution_ids":["https://openalex.org/I185443292"]},{"raw_affiliation_string":"Department of Computer Science, Wayne State University, Detroit, USA#TAB#","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030177160","display_name":"Xuena Wang","orcid":"https://orcid.org/0000-0003-3703-2674"},"institutions":[{"id":"https://openalex.org/I1331384533","display_name":"University of Hawaii System","ror":"https://ror.org/03tzaeb71","country_code":"US","type":"education","lineage":["https://openalex.org/I1331384533"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xuena Wang","raw_affiliation_strings":["University of Hawaii, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Hawaii, USA","institution_ids":["https://openalex.org/I1331384533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101984066","display_name":"Yi Lu","orcid":"https://orcid.org/0000-0002-4241-4418"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Lu","raw_affiliation_strings":["Department of Computer Science, Wayne State University, Detroit, MI, 48202, USA","Department of Computer Science, Wayne State University, Detroit, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Wayne State University, Detroit, MI, 48202, USA","institution_ids":["https://openalex.org/I185443292"]},{"raw_affiliation_string":"Department of Computer Science, Wayne State University, Detroit, USA#TAB#","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034024928","display_name":"Vinay Prasad Mandal","orcid":null},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vinay Mandal","raw_affiliation_strings":["Department of Computer Science, Wayne State University, Detroit, MI, 48202, USA","Department of Computer Science, Wayne State University, Detroit, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Wayne State University, Detroit, MI, 48202, USA","institution_ids":["https://openalex.org/I185443292"]},{"raw_affiliation_string":"Department of Computer Science, Wayne State University, Detroit, USA#TAB#","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054849920","display_name":"Dorrelyn Patacsil","orcid":null},"institutions":[{"id":"https://openalex.org/I174612323","display_name":"University of the District of Columbia","ror":"https://ror.org/037wegn60","country_code":"US","type":"education","lineage":["https://openalex.org/I174612323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dorrelyn Patacsil","raw_affiliation_strings":["Department of Biological and Environmental Sciences, University of the District of Columbia, Washington, DC, 20008, USA","Department of Biological and Environmental Sciences, University of the District of Columbia, Washington, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biological and Environmental Sciences, University of the District of Columbia, Washington, DC, 20008, USA","institution_ids":["https://openalex.org/I174612323"]},{"raw_affiliation_string":"Department of Biological and Environmental Sciences, University of the District of Columbia, Washington, USA","institution_ids":["https://openalex.org/I174612323"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100697349","display_name":"Deepak Kumar","orcid":"https://orcid.org/0000-0002-0418-5116"},"institutions":[{"id":"https://openalex.org/I174612323","display_name":"University of the District of Columbia","ror":"https://ror.org/037wegn60","country_code":"US","type":"education","lineage":["https://openalex.org/I174612323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deepak Kumar","raw_affiliation_strings":["Department of Biological and Environmental Sciences, University of the District of Columbia, Washington, DC, 20008, USA","Department of Biological and Environmental Sciences, University of the District of Columbia, Washington, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biological and Environmental Sciences, University of the District of Columbia, Washington, DC, 20008, USA","institution_ids":["https://openalex.org/I174612323"]},{"raw_affiliation_string":"Department of Biological and Environmental Sciences, University of the District of Columbia, Washington, USA","institution_ids":["https://openalex.org/I174612323"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044023807"],"corresponding_institution_ids":["https://openalex.org/I185443292"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":{"value":2790,"currency":"USD","value_usd":2790},"fwci":0.5083,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.62930024,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"7","issue":"S4","first_page":"S7","last_page":"S7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9060999751091003,"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":0.9060999751091003,"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/T14175","display_name":"Intuitionistic Fuzzy Systems Applications","score":0.011099999770522118,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.004800000227987766,"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/dna-microarray","display_name":"DNA microarray","score":0.6159741282463074},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.5438090562820435},{"id":"https://openalex.org/keywords/microarray","display_name":"Microarray","score":0.49174216389656067},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.48613712191581726},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48500582575798035},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.46517300605773926},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4630323648452759},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.45129722356796265},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4382352828979492},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4139043986797333},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.36012616753578186},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.3095381557941437},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.30922332406044006},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2551264762878418},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25417906045913696},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2062552273273468},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.15539312362670898}],"concepts":[{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.6159741282463074},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.5438090562820435},{"id":"https://openalex.org/C186836561","wikidata":"https://www.wikidata.org/wiki/Q1931516","display_name":"Microarray","level":4,"score":0.49174216389656067},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.48613712191581726},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48500582575798035},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.46517300605773926},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4630323648452759},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.45129722356796265},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4382352828979492},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4139043986797333},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.36012616753578186},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.3095381557941437},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.30922332406044006},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2551264762878418},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25417906045913696},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2062552273273468},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.15539312362670898},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","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":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009363","descriptor_name":"Neoplasm Proteins","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D009363","descriptor_name":"Neoplasm Proteins","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D009363","descriptor_name":"Neoplasm Proteins","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D014408","descriptor_name":"Biomarkers, Tumor","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D014408","descriptor_name":"Biomarkers, Tumor","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D014408","descriptor_name":"Biomarkers, Tumor","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":6,"locations":[{"id":"doi:10.1186/1471-2105-7-s4-s7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-7-s4-s7","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-7-S4-S7","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:17217525","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/17217525","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:digitalcommons.wayne.edu:biomedcentral-1240","is_oa":false,"landing_page_url":"https://digitalcommons.wayne.edu/biomedcentral/178","pdf_url":null,"source":{"id":"https://openalex.org/S171990522","display_name":"Human Biology","issn_l":"0018-7143","issn":["0018-7143","1534-6617"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316469","host_organization_name":"Wayne State University Press","host_organization_lineage":["https://openalex.org/P4310316469"],"host_organization_lineage_names":["Wayne State University Press"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wayne State University Associated BioMed Central Scholarship","raw_type":"article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.325.8540","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.325.8540","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://seas006.udc.edu/liang/New Folder/FM-test-For-PDF.pdf","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:ae6488b9910f4c6e9a17f0ed30f3a584","is_oa":false,"landing_page_url":"https://doaj.org/article/ae6488b9910f4c6e9a17f0ed30f3a584","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 7, Iss Suppl 4, p S7 (2006)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:1780132","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/1780132","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:10.1186/1471-2105-7-s4-s7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-7-s4-s7","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-7-S4-S7","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":"Good health and well-being","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2090824499.pdf","grobid_xml":"https://content.openalex.org/works/W2090824499.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W82343604","https://openalex.org/W1488683657","https://openalex.org/W1528650954","https://openalex.org/W1898259180","https://openalex.org/W1964705591","https://openalex.org/W1979963041","https://openalex.org/W1983746023","https://openalex.org/W1989764204","https://openalex.org/W1999066591","https://openalex.org/W2026532121","https://openalex.org/W2033825058","https://openalex.org/W2051860264","https://openalex.org/W2052352342","https://openalex.org/W2053786812","https://openalex.org/W2059504781","https://openalex.org/W2095830218","https://openalex.org/W2097879961","https://openalex.org/W2100901254","https://openalex.org/W2105457070","https://openalex.org/W2106961154","https://openalex.org/W2122184315","https://openalex.org/W2126874085","https://openalex.org/W2129134934","https://openalex.org/W2131470746","https://openalex.org/W2136479434","https://openalex.org/W2142454930","https://openalex.org/W2146028857","https://openalex.org/W2163424852","https://openalex.org/W2170379007","https://openalex.org/W4298872162"],"related_works":["https://openalex.org/W2041540252","https://openalex.org/W2796636403","https://openalex.org/W2415545834","https://openalex.org/W1547158732","https://openalex.org/W3203113381","https://openalex.org/W170658859","https://openalex.org/W1483316219","https://openalex.org/W4310366902","https://openalex.org/W3023720143","https://openalex.org/W2490137852"],"abstract_inverted_index":{"BACKGROUND:":[0],"Microarray":[1],"techniques":[2],"have":[3,164,198],"revolutionized":[4],"genomic":[5],"research":[6],"by":[7,180,201],"making":[8],"it":[9],"possible":[10],"to":[11,92,110,140,167,207],"monitor":[12],"the":[13,22,112,122,130,153,173,184,202,208,233],"expression":[14,44,51,100,143,149],"of":[15,17,24,49,53,57,65,105,114,117,125,162,196,235],"thousands":[16],"genes":[18,96,156,188],"in":[19,158,172,190,226],"parallel.":[20],"As":[21],"amount":[23],"microarray":[25,98],"data":[26,45],"being":[27],"produced":[28],"is":[29,36,108,220,238,245],"increasing":[30],"at":[31,249],"an":[32,80],"exponential":[33],"rate,":[34],"there":[35],"a":[37,66,141,146,241],"great":[38],"demand":[39],"for":[40,71,247],"efficient":[41],"and":[42,68,127,135,145,175,222,228,244],"effective":[43,221],"analysis":[46],"tools.":[47],"Comparison":[48],"gene":[50,99],"profiles":[52],"patients":[54],"against":[55],"those":[56],"normal":[58],"counterpart":[59],"people":[60],"will":[61],"enhance":[62],"our":[63],"understanding":[64],"disease":[67,94],"identify":[69,93],"leads":[70],"therapeutic":[72],"intervention.":[73],"RESULTS:":[74],"In":[75],"this":[76],"paper,":[77],"we":[78],"propose":[79],"innovative":[81],"approach,":[82],"fuzzy":[83,89],"membership":[84],"test":[85],"(FM-test),":[86],"based":[87],"on":[88,214],"set":[90],"theory":[91],"associated":[95,169],"from":[97],"profiles.":[101],"A":[102],"new":[103],"concept":[104],"FM":[106,133],"d-value":[107,134],"defined":[109],"quantify":[111],"divergence":[113],"two":[115],"sets":[116],"values.":[118],"We":[119,137],"further":[120],"analyze":[121],"asymptotic":[123],"property":[124],"FM-test,":[126],"then":[128],"establish":[129],"relationship":[131],"between":[132],"p-value.":[136],"applied":[138],"FM-test":[139,219,237],"diabetes":[142,159,171,227],"dataset":[144],"lung":[147,191,209,229],"cancer":[148,192,230],"dataset,":[150,160],"respectively.":[151],"Within":[152,183],"10":[154,185],"significant":[155],"identified":[157,189],"six":[161],"them":[163,197],"been":[165,178,199],"confirmed":[166,200],"be":[168],"with":[170],"literature":[174],"one":[176],"has":[177],"suggested":[179],"other":[181],"researchers.":[182],"significantly":[186],"overexpressed":[187],"data,":[193],"most":[194],"(eight)":[195],"literatures":[203],"which":[204],"are":[205],"related":[206],"cancer.":[210],"CONCLUSION:":[211],"Our":[212],"experiments":[213],"synthetic":[215],"datasets":[216,231],"show":[217],"that":[218],"robust.":[223],"The":[224],"results":[225],"validated":[232],"effectiveness":[234],"FM-test.":[236],"implemented":[239],"as":[240],"Web-based":[242],"application":[243],"available":[246],"free":[248],"http://database.cs.wayne.edu/bioinformatics.":[250]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
