{"id":"https://openalex.org/W2990377307","doi":"https://doi.org/10.1109/ichi.2019.8904685","title":"Using Dual Networks for the Integration of Clinical and Biological Data","display_name":"Using Dual Networks for the Integration of Clinical and Biological Data","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2990377307","doi":"https://doi.org/10.1109/ichi.2019.8904685","mag":"2990377307"},"language":"en","primary_location":{"id":"doi:10.1109/ichi.2019.8904685","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichi.2019.8904685","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Healthcare Informatics (ICHI)","raw_type":"proceedings-article"},"type":"article","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/A5037399554","display_name":"Pietro Hiram Guzzi","orcid":"https://orcid.org/0000-0001-5542-2997"},"institutions":[{"id":"https://openalex.org/I4210133179","display_name":"Accademia di Belle Arti di Catanzaro","ror":"https://ror.org/0459rb715","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210133179"]},{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Pietro Hiram Guzzi","raw_affiliation_strings":["Dept Surgical and Medical Sciences University of Catanzaro Catanzaro,Catanzaro,Italy","Dept Surgical and Medical Sciences University of Catanzaro Catanzaro, Catanzaro, Italy"],"affiliations":[{"raw_affiliation_string":"Dept Surgical and Medical Sciences University of Catanzaro Catanzaro,Catanzaro,Italy","institution_ids":["https://openalex.org/I4210133179","https://openalex.org/I36443711"]},{"raw_affiliation_string":"Dept Surgical and Medical Sciences University of Catanzaro Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087181065","display_name":"Giuseppe Tradigo","orcid":"https://orcid.org/0000-0002-1367-8676"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Tradigo","raw_affiliation_strings":["Dept Surgical and Medical Sciences University of Catanzaro,City,Italy","Dept Surgical and Medical Sciences University of Catanzaro, City, Italy"],"affiliations":[{"raw_affiliation_string":"Dept Surgical and Medical Sciences University of Catanzaro,City,Italy","institution_ids":["https://openalex.org/I36443711"]},{"raw_affiliation_string":"Dept Surgical and Medical Sciences University of Catanzaro, City, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027369094","display_name":"Pierangelo Veltri","orcid":"https://orcid.org/0000-0003-2494-0294"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]},{"id":"https://openalex.org/I4210133179","display_name":"Accademia di Belle Arti di Catanzaro","ror":"https://ror.org/0459rb715","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210133179"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pierangelo Veltri","raw_affiliation_strings":["Dept Surgical and Medical Sciences University of Catanzaro Catanzaro,Catanzaro,Italy","Dept Surgical and Medical Sciences University of Catanzaro Catanzaro, Catanzaro, Italy"],"affiliations":[{"raw_affiliation_string":"Dept Surgical and Medical Sciences University of Catanzaro Catanzaro,Catanzaro,Italy","institution_ids":["https://openalex.org/I4210133179","https://openalex.org/I36443711"]},{"raw_affiliation_string":"Dept Surgical and Medical Sciences University of Catanzaro Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037399554"],"corresponding_institution_ids":["https://openalex.org/I36443711","https://openalex.org/I4210133179"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11570264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9930999875068665,"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":0.9911999702453613,"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":0.6612415313720703},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6059620976448059},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5844782590866089},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5586733818054199},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4874408543109894},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.47686609625816345},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45632269978523254},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.43807467818260193},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4001510739326477},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36118608713150024},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35300683975219727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6612415313720703},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6059620976448059},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5844782590866089},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5586733818054199},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4874408543109894},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.47686609625816345},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45632269978523254},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.43807467818260193},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4001510739326477},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36118608713150024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35300683975219727},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ichi.2019.8904685","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichi.2019.8904685","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Healthcare Informatics (ICHI)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.uniecampus.it:11389/33814","is_oa":false,"landing_page_url":"http://hdl.handle.net/11389/33814","pdf_url":null,"source":{"id":"https://openalex.org/S4306400077","display_name":"IRIS eCampus Telematic University (Universit\u00e0 degli Studi eCampus)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I167322064","host_organization_name":"Universit\u00e0 degli Studi eCampus","host_organization_lineage":["https://openalex.org/I167322064"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1966631994","https://openalex.org/W1975442866","https://openalex.org/W2016305540","https://openalex.org/W2070071277","https://openalex.org/W2094189284","https://openalex.org/W2119021615","https://openalex.org/W2123733630","https://openalex.org/W2341328930","https://openalex.org/W2342536940","https://openalex.org/W2569705007","https://openalex.org/W2734475005","https://openalex.org/W3149604617","https://openalex.org/W6644040475"],"related_works":["https://openalex.org/W2317351040","https://openalex.org/W2952466936","https://openalex.org/W1988622314","https://openalex.org/W2393949104","https://openalex.org/W3046201198","https://openalex.org/W4293061921","https://openalex.org/W2807441102","https://openalex.org/W2009424630","https://openalex.org/W2372693287","https://openalex.org/W2515288625"],"abstract_inverted_index":{"The":[0,148],"development":[1],"of":[2,12,28,39,44,53,64,78,129,152],"novel":[3,146],"technologies":[4],"in":[5,42,113,121],"biology":[6],"and":[7,19,30,74,117,162],"medicine":[8],"causes":[9],"the":[10,25,37,45,51,54,69,79,90,110,114,122,160],"accumulation":[11],"large":[13],"datasets":[14],"that":[15,67,133],"should":[16],"be":[17],"integrated":[18],"analysed.":[20],"Here":[21],"we":[22,142],"focus":[23],"on":[24],"possible":[26],"integration":[27],"clinical":[29],"geographical":[31,47],"data":[32],"to":[33,158,163,166],"discover":[34],"for":[35],"instance":[36],"presence":[38],"similar":[40],"diseases":[41],"patients":[43,132],"related":[46,65,131],"areas.":[48],"We":[49],"propose":[50,144],"use":[52],"dual":[55,59],"network":[56,60,116,124],"model.":[57],"A":[58],"is":[61,82,93,118,139,150],"a":[62,102,127,145,153],"pair":[63],"graphs":[66,81],"have":[68],"same":[70],"nodes":[71],"(representing":[72,84,95],"patients)":[73,88],"different":[75],"edges.":[76],"One":[77],"two":[80],"unweighted":[83],"binary":[85],"association":[86],"among":[87,98],"while":[89],"other":[91],"one":[92],"edge-weighted":[94],"conceptual":[96,115],"associations":[97],"patients).":[99],"In":[100],"such":[101],"model,":[103],"densest":[104],"connected":[105,120],"subgraph":[106],"(DCS)":[107],"which":[108],"has":[109],"largest":[111],"density":[112],"also":[119],"physical":[123],"may":[125],"represent":[126],"subset":[128],"strongly":[130],"share":[134],"some":[135],"characteristics.":[136],"DCS":[137],"problem":[138,161],"NP-Hard.":[140],"Therefore":[141],"here":[143],"heuristic.":[147],"algorithm":[149],"part":[151],"more":[154],"general":[155],"framework":[156],"able":[157],"face":[159],"support":[164],"users":[165],"analyse":[167],"data.":[168]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
