{"id":"https://openalex.org/W2154816366","doi":"https://doi.org/10.1109/bibmw.2012.6470250","title":"A data aggregation framework for cancer subtype discovery","display_name":"A data aggregation framework for cancer subtype discovery","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W2154816366","doi":"https://doi.org/10.1109/bibmw.2012.6470250","mag":"2154816366"},"language":"en","primary_location":{"id":"doi:10.1109/bibmw.2012.6470250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibmw.2012.6470250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020995866","display_name":"S. N. Nagabhushan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. N. Nagabhushan","raw_affiliation_strings":["Samsung India Software Operations, Samsung Advanced Institute of Technology, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung India Software Operations, Samsung Advanced Institute of Technology, Bangalore, India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009861775","display_name":"TaeJin Ahn","orcid":"https://orcid.org/0000-0001-5165-2744"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"TaeJin Ahn","raw_affiliation_strings":["Samsung Advanced Institute of Technology, Yongin, Gyeonggi, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Advanced Institute of Technology, Yongin, Gyeonggi, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084629894","display_name":"M. R. Srikanth","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. R. Srikanth","raw_affiliation_strings":["Samsung India Software Operations, Samsung Advanced Institute of Technology, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung India Software Operations, Samsung Advanced Institute of Technology, Bangalore, India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100643662","display_name":"Taesung Park","orcid":"https://orcid.org/0000-0002-8294-590X"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taesung Park","raw_affiliation_strings":["Dep. of Statistics, Seoul National University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Statistics, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021970132","display_name":"Ajit Bopardikar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ajit S. Bopardikar","raw_affiliation_strings":["Samsung India Software Operations, Samsung Advanced Institute of Technology, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung India Software Operations, Samsung Advanced Institute of Technology, Bangalore, India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069091480","display_name":"Rangavittal Narayanan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rangavittal Narayanan","raw_affiliation_strings":["Samsung India Software Operations, Samsung Advanced Institute of Technology, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung India Software Operations, Samsung Advanced Institute of Technology, Bangalore, India","institution_ids":["https://openalex.org/I4210139030"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1935795,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"40","issue":null,"first_page":"844","last_page":"846"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9972000122070312,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9954000115394592,"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/computer-science","display_name":"Computer science","score":0.740484356880188},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.7205201983451843},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7136780023574829},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5796625018119812},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"Personalized medicine","score":0.5615379214286804},{"id":"https://openalex.org/keywords/precision-medicine","display_name":"Precision medicine","score":0.5515472888946533},{"id":"https://openalex.org/keywords/informatics","display_name":"Informatics","score":0.5282121300697327},{"id":"https://openalex.org/keywords/external-data-representation","display_name":"External Data Representation","score":0.470943808555603},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.45908206701278687},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.4579561650753021},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.45162433385849},{"id":"https://openalex.org/keywords/biological-data","display_name":"Biological data","score":0.4186486601829529},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4108017683029175},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35885781049728394},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.2439780831336975},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.22284197807312012},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2170085608959198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.740484356880188},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.7205201983451843},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7136780023574829},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5796625018119812},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.5615379214286804},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.5515472888946533},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.5282121300697327},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.470943808555603},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.45908206701278687},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4579561650753021},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.45162433385849},{"id":"https://openalex.org/C201797286","wikidata":"https://www.wikidata.org/wiki/Q4914986","display_name":"Biological data","level":2,"score":0.4186486601829529},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4108017683029175},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35885781049728394},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.2439780831336975},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.22284197807312012},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2170085608959198},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibmw.2012.6470250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibmw.2012.6470250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2057613070","https://openalex.org/W2108592277","https://openalex.org/W2119647569","https://openalex.org/W2126703991"],"related_works":["https://openalex.org/W3082935376","https://openalex.org/W4399651953","https://openalex.org/W4386960999","https://openalex.org/W2899657781","https://openalex.org/W4322484660","https://openalex.org/W3193951088","https://openalex.org/W4388011470","https://openalex.org/W4230423494","https://openalex.org/W4298001029","https://openalex.org/W4393252403"],"abstract_inverted_index":{"Personalized":[0],"genomic":[1],"medicine":[2],"aims":[3],"to":[4,91,148],"revolutionize":[5],"healthcare":[6],"by":[7,125],"applying":[8],"our":[9],"growing":[10],"understanding":[11],"of":[12,16,37,85,88,95,115],"the":[13,86,89,113,136,139],"molecular":[14],"basis":[15],"disease":[17],"for":[18,71,121],"effective":[19],"diagnosis":[20],"and":[21,52,57,82,152],"personalized":[22,153],"therapy.":[23],"Computational":[24],"research":[25],"in":[26,135],"this":[27,106],"arena":[28],"has":[29],"major":[30],"challenges":[31,65,97,123],"such":[32,66,122],"as":[33,67,101,118],"handling":[34,129],"large":[35,56],"volume":[36],"highly":[38],"heterogeneous":[39,77],"data":[40,48,59,69,78,90,102,116],"sets.":[41,60],"To":[42],"extract":[43],"knowledge,":[44],"researchers":[45],"must":[46],"integrate":[47],"from":[49,112],"several":[50],"sources":[51],"efficiently":[53],"query":[54],"these":[55,96],"diverse":[58],"This":[61],"presents":[62],"daunting":[63],"informatics":[64],"suitable":[68],"representation":[70],"computational":[72,126],"inference":[73],"(knowledge":[74],"representation),":[75],"linking":[76],"sets":[79],"(data":[80],"integration)":[81],"keeping":[83],"track":[84],"source":[87],"be":[92,99],"aggregated.":[93],"Many":[94],"can":[98],"categorized":[100],"integration":[103,117],"problems.":[104],"In":[105],"paper,":[107],"we":[108],"present":[109],"relevant":[110],"methodologies":[111],"field":[114],"potential":[119],"solution":[120],"encountered":[124],"biologist":[127],"while":[128],"diversified":[130],"data.":[131],"The":[132],"work":[133],"presented":[134],"paper":[137],"represents":[138],"first":[140],"crucial":[141],"step":[142],"towards":[143],"identifying":[144],"cancer":[145,149],"biomarkers":[146],"leading":[147],"pathways":[150],"signatures":[151],"medicine.":[154]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}