{"id":"https://openalex.org/W2404263560","doi":"https://doi.org/10.5220/0004915202650270","title":"Rational Identification of Prognostic Markers of Breast Cancer","display_name":"Rational Identification of Prognostic Markers of Breast Cancer","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2404263560","doi":"https://doi.org/10.5220/0004915202650270","mag":"2404263560"},"language":"en","primary_location":{"id":"doi:10.5220/0004915202650270","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004915202650270","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0004915202650270","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002889829","display_name":"M Ibrahim","orcid":"https://orcid.org/0000-0003-0570-6750"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Maysson Al-Haj Ibrahim","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064738897","display_name":"Joanne L. Selway","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joanne L Selway","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026427916","display_name":"Kian Chin","orcid":"https://orcid.org/0000-0002-1687-8390"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kian Chin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108472555","display_name":"Sabah Jassim","orcid":"https://orcid.org/0000-0002-3007-871X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sabah Jassim","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110226856","display_name":"Michael A. Cawthorne","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael A. Cawthorne","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5069685659","display_name":"Kenneth Langlands","orcid":"https://orcid.org/0000-0001-7629-9967"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kenneth Langlands","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002889829"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20586003,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"265","last_page":"270"},"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9986000061035156,"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":0.9921000003814697,"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/identification","display_name":"Identification (biology)","score":0.6661320924758911},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5821502804756165},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.5749735236167908},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5278446674346924},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5225317478179932},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5032152533531189},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.459003210067749},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.37920013070106506},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3611706793308258},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3605451285839081},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3469664454460144},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2661564350128174},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.23866090178489685},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.17037492990493774}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6661320924758911},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5821502804756165},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.5749735236167908},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5278446674346924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5225317478179932},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5032152533531189},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.459003210067749},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.37920013070106506},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3611706793308258},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3605451285839081},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3469664454460144},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2661564350128174},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.23866090178489685},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.17037492990493774},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0004915202650270","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004915202650270","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms","raw_type":"proceedings-article"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:d948ba45-0211-4351-860c-30ccc493f971","is_oa":true,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:d948ba45-0211-4351-860c-30ccc493f971","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference item"}],"best_oa_location":{"id":"doi:10.5220/0004915202650270","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004915202650270","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2001220384","https://openalex.org/W2022397091","https://openalex.org/W2054270840","https://openalex.org/W2061160523","https://openalex.org/W2076356585","https://openalex.org/W2115580179","https://openalex.org/W2117529508","https://openalex.org/W2128957040","https://openalex.org/W2150533948","https://openalex.org/W2150671673","https://openalex.org/W2154452346","https://openalex.org/W2400570195","https://openalex.org/W4239510810","https://openalex.org/W4250808989","https://openalex.org/W4255978704"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2085384747","https://openalex.org/W2088166309","https://openalex.org/W1891216533","https://openalex.org/W4312133475","https://openalex.org/W4238976562","https://openalex.org/W2276587472","https://openalex.org/W2615795876","https://openalex.org/W2049612369","https://openalex.org/W2770872919"],"abstract_inverted_index":{"Accurate":[0],"prognostication":[1],"is":[2,56],"central":[3],"to":[4,106,133,153,172],"the":[5,23,30,37,50,63,94,100,108,139,145,160,167],"management":[6],"of":[7,25,32,40,45,52,65,69,80,97,142,147,162,169,174],"breast":[8],"cancer,":[9],"and":[10,13,62],"traditional":[11],"clinical":[12],"histochemical-based":[14],"assessments":[15],"are":[16],"increasingly":[17],"augmented":[18],"by":[19,111,118,165],"genetic":[20,109],"tests.In":[21],"particular,":[22],"use":[24],"microarray":[26],"data":[27],"has":[28],"allowed":[29],"creation":[31],"molecular":[33,54,137],"disease":[34,81,126],"signatures":[35],"for":[36],"early":[38],"identification":[39,64],"individuals":[41],"at":[42],"elevated":[43],"risk":[44,149],"relapse.However,":[46],"tailoring":[47],"therapy":[48],"on":[49,152],"basis":[51],"a":[53,66,77,135,155],"assay":[55],"only":[57],"recommended":[58],"in":[59,76],"certain":[60],"cases,":[61],"minimal":[67],"set":[68],"genes":[70,98,122],"whose":[71,123],"expression":[72,124,140],"allows":[73],"informed":[74],"decision-making":[75],"broader":[78],"spectrum":[79],"remains":[82],"challenging.Finding":[83],"an":[84,89],"optimal":[85],"solution":[86,104],"is,":[87],"however,":[88],"intractable":[90],"computational":[91],"task":[92],"(i.e.retrieving":[93],"smallest":[95],"group":[96],"with":[99],"greatest":[101],"prognostic":[102],"power).Our":[103],"was":[105],"reduce":[107],"search-space":[110],"using":[112],"two":[113],"filtering":[114],"steps":[115],"that":[116,158,173],"enriched":[117],"biological":[119],"function":[120],"those":[121],"discriminated":[125],"states.In":[127],"this":[128],"way,":[129],"we":[130],"were":[131],"able":[132],"identify":[134],"new":[136],"signature,":[138],"characteristics":[141],"which":[143],"facilitated":[144],"classification":[146],"intermediate":[148],"disease.We":[150],"went":[151],"create":[154],"statistical":[156],"test":[157],"confirmed":[159],"relevance":[161],"our":[163,170],"approach":[164],"comparing":[166],"performance":[168],"signature":[171],"1000":[175],"random":[176],"signatures.":[177]},"counts_by_year":[],"updated_date":"2026-02-05T00:54:17.221276","created_date":"2016-06-24T00:00:00"}
