{"id":"https://openalex.org/W1600311074","doi":"https://doi.org/10.1007/0-387-34224-9_53","title":"A gene expression analysis system for medical diagnosis","display_name":"A gene expression analysis system for medical diagnosis","publication_year":2006,"publication_date":"2006-08-25","ids":{"openalex":"https://openalex.org/W1600311074","doi":"https://doi.org/10.1007/0-387-34224-9_53","mag":"1600311074"},"language":"en","primary_location":{"id":"doi:10.1007/0-387-34224-9_53","is_oa":true,"landing_page_url":"https://doi.org/10.1007/0-387-34224-9_53","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F0-387-34224-9_53.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP International Federation for Information Processing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007%2F0-387-34224-9_53.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044171013","display_name":"Dimitris Maroulis","orcid":"https://orcid.org/0000-0002-2721-9219"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Dimitris Maroulis","raw_affiliation_strings":["Dept. of Informatics and Telecommunications, Panepistimiopolis, University of Athens, 15784, Ilisia, Greece"],"affiliations":[{"raw_affiliation_string":"Dept. of Informatics and Telecommunications, Panepistimiopolis, University of Athens, 15784, Ilisia, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020655974","display_name":"Dimitris K. Iakovidis","orcid":"https://orcid.org/0000-0002-5027-5323"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitris Iakovidis","raw_affiliation_strings":["Dept. of Informatics and Telecommunications, Panepistimiopolis, University of Athens, 15784, Ilisia, Greece"],"affiliations":[{"raw_affiliation_string":"Dept. of Informatics and Telecommunications, Panepistimiopolis, University of Athens, 15784, Ilisia, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044715944","display_name":"Ilias Flaounas","orcid":null},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ilias Flaounas","raw_affiliation_strings":["Dept. of Informatics and Telecommunications, Panepistimiopolis, University of Athens, 15784, Ilisia, Greece"],"affiliations":[{"raw_affiliation_string":"Dept. of Informatics and Telecommunications, Panepistimiopolis, University of Athens, 15784, Ilisia, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110210733","display_name":"S.A. Karkanis","orcid":null},"institutions":[{"id":"https://openalex.org/I179161674","display_name":"Technological Educational Institute of Central Greece","ror":"https://ror.org/03ed9w591","country_code":"GR","type":"education","lineage":["https://openalex.org/I179161674"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Stavros Karkanis","raw_affiliation_strings":["Dept. of Informatics and Computer Technology, Lamia Institute of Technology, 35100, Lamia, Greece"],"affiliations":[{"raw_affiliation_string":"Dept. of Informatics and Computer Technology, Lamia Institute of Technology, 35100, Lamia, Greece","institution_ids":["https://openalex.org/I179161674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044171013"],"corresponding_institution_ids":["https://openalex.org/I200777214"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.10241208,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"459","last_page":"466"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9998999834060669,"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/T10885","display_name":"Gene expression and cancer classification","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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9936000108718872,"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/T11970","display_name":"Molecular Biology Techniques and Applications","score":0.9933000206947327,"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/normalization","display_name":"Normalization (sociology)","score":0.7443044185638428},{"id":"https://openalex.org/keywords/gene-selection","display_name":"Gene selection","score":0.6781885623931885},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5801313519477844},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5623384714126587},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46523159742355347},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45696917176246643},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.437050461769104},{"id":"https://openalex.org/keywords/database-normalization","display_name":"Database normalization","score":0.42266684770584106},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.41805875301361084},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3781681954860687},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3236675262451172},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.2833414077758789},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.24845853447914124},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.21249651908874512},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.11666375398635864}],"concepts":[{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.7443044185638428},{"id":"https://openalex.org/C2984324147","wikidata":"https://www.wikidata.org/wiki/Q3080021","display_name":"Gene selection","level":5,"score":0.6781885623931885},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5801313519477844},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5623384714126587},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46523159742355347},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45696917176246643},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.437050461769104},{"id":"https://openalex.org/C162984825","wikidata":"https://www.wikidata.org/wiki/Q339072","display_name":"Database normalization","level":3,"score":0.42266684770584106},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.41805875301361084},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3781681954860687},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3236675262451172},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.2833414077758789},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.24845853447914124},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.21249651908874512},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.11666375398635864},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/0-387-34224-9_53","is_oa":true,"landing_page_url":"https://doi.org/10.1007/0-387-34224-9_53","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F0-387-34224-9_53.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP International Federation for Information Processing","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/0-387-34224-9_53","is_oa":true,"landing_page_url":"https://doi.org/10.1007/0-387-34224-9_53","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F0-387-34224-9_53.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP International Federation for Information Processing","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G3998201246","display_name":null,"funder_award_id":"Social","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"}],"funders":[{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1600311074.pdf","grobid_xml":"https://content.openalex.org/works/W1600311074.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W45534775","https://openalex.org/W1483561623","https://openalex.org/W1553583979","https://openalex.org/W1774711529","https://openalex.org/W1838610600","https://openalex.org/W2038437697","https://openalex.org/W2086148526","https://openalex.org/W2087684630","https://openalex.org/W2096863518","https://openalex.org/W2096969035","https://openalex.org/W2097413644","https://openalex.org/W2097557760","https://openalex.org/W2107989651","https://openalex.org/W2109363337","https://openalex.org/W2113962581","https://openalex.org/W2116811581","https://openalex.org/W2118624825","https://openalex.org/W2148603752","https://openalex.org/W2169341838","https://openalex.org/W2170984819","https://openalex.org/W2172000360","https://openalex.org/W4239511657","https://openalex.org/W4249966633"],"related_works":["https://openalex.org/W4241705247","https://openalex.org/W2145362441","https://openalex.org/W2101622345","https://openalex.org/W2582603276","https://openalex.org/W3134304369","https://openalex.org/W2175373041","https://openalex.org/W4386281023","https://openalex.org/W4312138714","https://openalex.org/W2113286112","https://openalex.org/W2012771827"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"present":[4],"a":[5,98,114],"novel":[6,49],"system":[7,34,75,110],"that":[8,61,107],"utilizes":[9],"molecular-level":[10],"information":[11],"for":[12,70,89],"medical":[13],"diagnosis.":[14],"It":[15],"accepts":[16],"high":[17],"dimensional":[18],"vectors":[19,57],"of":[20,26,54],"gene":[21,55,64],"expressions,":[22],"quantified":[23],"by":[24],"means":[25],"microarray":[27],"image":[28],"analysis,":[29],"as":[30,41],"input.":[31],"The":[32,73,104],"proposed":[33,109],"incorporates":[35],"various":[36],"data":[37,46],"pre-processing":[38],"methods,":[39],"such":[40],"missing":[42],"values":[43],"estimation":[44],"and":[45,93],"normalization.":[47],"A":[48],"approach":[50],"to":[51],"the":[52,108],"classification":[53,102],"expression":[56],"in":[58,118],"multiple":[59],"classes":[60],"embodies":[62],"vari-ous":[63],"selection":[65],"methods":[66],"has":[67,76],"been":[68,77],"adopted":[69],"diagnostic":[71,116],"purposes.":[72],"pro-posed":[74],"extensively":[78],"tested":[79],"on":[80],"various,":[81],"publicly":[82],"available":[83],"data-sets.":[84],"We":[85],"demonstrate":[86],"its":[87,95],"performance":[88,96],"prostate":[90],"cancer":[91],"diagnosis":[92],"corn-pare":[94],"with":[97],"well":[99],"established":[100],"multiclass":[101],"scheme.":[103],"results":[105],"show":[106],"could":[111],"be":[112],"proved":[113],"valuable":[115],"aid":[117],"medicine.":[119]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
