{"id":"https://openalex.org/W2094719073","doi":"https://doi.org/10.1109/bibm.2012.6392639","title":"Clinical Case: Enhancing medical monitoring with visualization and analytics","display_name":"Clinical Case: Enhancing medical monitoring with visualization and analytics","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W2094719073","doi":"https://doi.org/10.1109/bibm.2012.6392639","mag":"2094719073"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2012.6392639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2012.6392639","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","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/A5089486050","display_name":"Michael Farnum","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113010","display_name":"Johnson Research & Development (United States)","ror":"https://ror.org/0221y4w38","country_code":"US","type":"company","lineage":["https://openalex.org/I4210113010"]},{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael Farnum","raw_affiliation_strings":["Johnson and Johnson Research and Development, USA"],"affiliations":[{"raw_affiliation_string":"Johnson and Johnson Research and Development, USA","institution_ids":["https://openalex.org/I4210113010","https://openalex.org/I1330063522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044022706","display_name":"Victor S. Lobanov","orcid":"https://orcid.org/0000-0003-3557-1033"},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]},{"id":"https://openalex.org/I4210113010","display_name":"Johnson Research & Development (United States)","ror":"https://ror.org/0221y4w38","country_code":"US","type":"company","lineage":["https://openalex.org/I4210113010"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victor Lobanov","raw_affiliation_strings":["Johnson and Johnson Research and Development, USA"],"affiliations":[{"raw_affiliation_string":"Johnson and Johnson Research and Development, USA","institution_ids":["https://openalex.org/I4210113010","https://openalex.org/I1330063522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067177899","display_name":"Michael Brennan","orcid":null},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]},{"id":"https://openalex.org/I4210113010","display_name":"Johnson Research & Development (United States)","ror":"https://ror.org/0221y4w38","country_code":"US","type":"company","lineage":["https://openalex.org/I4210113010"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Brennan","raw_affiliation_strings":["Johnson and Johnson Research and Development, USA"],"affiliations":[{"raw_affiliation_string":"Johnson and Johnson Research and Development, USA","institution_ids":["https://openalex.org/I4210113010","https://openalex.org/I1330063522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053892487","display_name":"Dimitris K. Agrafiotis","orcid":"https://orcid.org/0000-0002-5604-5692"},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]},{"id":"https://openalex.org/I4210113010","display_name":"Johnson Research & Development (United States)","ror":"https://ror.org/0221y4w38","country_code":"US","type":"company","lineage":["https://openalex.org/I4210113010"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dimitris Agrafiotis","raw_affiliation_strings":["Johnson and Johnson Research and Development, USA"],"affiliations":[{"raw_affiliation_string":"Johnson and Johnson Research and Development, USA","institution_ids":["https://openalex.org/I4210113010","https://openalex.org/I1330063522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053004986","display_name":"Jeremy Kolpak","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113010","display_name":"Johnson Research & Development (United States)","ror":"https://ror.org/0221y4w38","country_code":"US","type":"company","lineage":["https://openalex.org/I4210113010"]},{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeremy Kolpak","raw_affiliation_strings":["Johnson and Johnson Research and Development, USA"],"affiliations":[{"raw_affiliation_string":"Johnson and Johnson Research and Development, USA","institution_ids":["https://openalex.org/I4210113010","https://openalex.org/I1330063522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029934655","display_name":"Joseph Ciervo","orcid":null},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]},{"id":"https://openalex.org/I4210113010","display_name":"Johnson Research & Development (United States)","ror":"https://ror.org/0221y4w38","country_code":"US","type":"company","lineage":["https://openalex.org/I4210113010"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Ciervo","raw_affiliation_strings":["Johnson and Johnson Research and Development, USA"],"affiliations":[{"raw_affiliation_string":"Johnson and Johnson Research and Development, USA","institution_ids":["https://openalex.org/I4210113010","https://openalex.org/I1330063522"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026895826","display_name":"Laurent Alquier","orcid":null},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]},{"id":"https://openalex.org/I4210113010","display_name":"Johnson Research & Development (United States)","ror":"https://ror.org/0221y4w38","country_code":"US","type":"company","lineage":["https://openalex.org/I4210113010"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laurent Alquier","raw_affiliation_strings":["Johnson and Johnson Research and Development, USA"],"affiliations":[{"raw_affiliation_string":"Johnson and Johnson Research and Development, USA","institution_ids":["https://openalex.org/I4210113010","https://openalex.org/I1330063522"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5089486050"],"corresponding_institution_ids":["https://openalex.org/I1330063522","https://openalex.org/I4210113010"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.19060508,"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":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9416999816894531,"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/T10350","display_name":"Electronic Health Records Systems","score":0.9230999946594238,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7715092897415161},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6972709894180298},{"id":"https://openalex.org/keywords/timeline","display_name":"Timeline","score":0.6935282945632935},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6544454097747803},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5901191830635071},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5278225541114807},{"id":"https://openalex.org/keywords/plot","display_name":"Plot (graphics)","score":0.5236527919769287},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5164594650268555},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36585044860839844},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32729196548461914},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13634458184242249}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7715092897415161},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6972709894180298},{"id":"https://openalex.org/C4438859","wikidata":"https://www.wikidata.org/wiki/Q186117","display_name":"Timeline","level":2,"score":0.6935282945632935},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6544454097747803},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5901191830635071},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5278225541114807},{"id":"https://openalex.org/C167651023","wikidata":"https://www.wikidata.org/wiki/Q1474611","display_name":"Plot (graphics)","level":2,"score":0.5236527919769287},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5164594650268555},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36585044860839844},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32729196548461914},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13634458184242249},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2012.6392639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2012.6392639","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","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W1964999418","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638","https://openalex.org/W2189613078","https://openalex.org/W2923661510","https://openalex.org/W1574055964","https://openalex.org/W2542318691"],"abstract_inverted_index":{"Monitoring":[0],"ongoing":[1],"clinical":[2,209],"trials":[3],"is":[4,75,78,101,140,247],"a":[5,19,41,49,53,94,129,181],"crucial":[6],"activity":[7],"for":[8,142,208,230],"sponsors":[9],"mandated":[10],"by":[11],"the":[12,16,21,45,71,82,92,102,136,148,248],"FDA.":[13],"Some":[14],"of":[15,24,28,44,48,55,73,180,183,228],"important":[17],"goals":[18],"re":[20,95],"early":[22],"detection":[23],"safety":[25,68],"issues,":[26],"assurance":[27],"proper":[29],"trial":[30,50,261],"conduct":[31],"at":[32],"remote":[33],"sites,":[34],"and":[35,38,67,77,89,139,158,163,170,219,232,235,254],"tracking":[36],"efficiency":[37],"cost.":[39],"Generating":[40],"comprehensive":[42],"picture":[43],"current":[46],"state":[47],"involves":[51],"integrating":[52],"variety":[54,182],"data":[56,74,93,122,161,166,234,240],"sources,":[57],"including":[58,186],"case":[59],"report":[60],"forms,":[61],"laboratory":[62],"results":[63],"from":[64],"contract":[65],"labs,":[66],"reports":[69],"Since":[70],"volume":[72],"large":[76],"updated":[79],"repeatedly":[80],"during":[81],"trial,":[83],"tools":[84],"to":[85,104,116,119,150,238,250],"assist":[86],"in":[87],"quickly":[88,151],"thoroughly":[90],"interrogating":[91],"greatly":[96],"needed.":[97],"Of":[98],"particular":[99],"importance":[100],"ability":[103,149,249],"see":[105],"both":[106,156],"aggregate":[107],"views":[108,172],"containing":[109],"multiple":[110,242],"patients":[111,229,253],"as":[112,190,202,204,256,258],"well":[113,203,257],"asthe":[114,212],"capacity":[115],"drill":[117],"down":[118],"individual":[120],"patients'":[121],"points.":[123],"Here,":[124],"we":[125],"present":[126],"Clinical":[127,145],"Case,":[128],"tool":[130],"that":[131],"has":[132],"been":[133],"developed":[134],"within":[135],"Janssen":[137],"organization":[138],"used":[141],"this":[143],"purpose.":[144],"Case":[146],"provides":[147],"integrate":[152],"SDTM":[153],"datasets,":[154],"define":[155,226],"standard":[157,169],"ad":[159],"hoc":[160],"views,":[162],"provide":[164],"regular":[165],"updates.":[167],"Both":[168],"user-configured":[171],"can":[173,177,225],"be":[174,178],"persisted,":[175],"which":[176],"composed":[179],"interactive":[184],"graphics,":[185],"typical":[187],"visualizations,":[188],"such":[189,211],"box":[191],"plots,":[192,194],"scatter":[193],"line":[195],"charts,":[196],"tree":[197],"maps,":[198,200],"heat":[199],"etc.,":[201],"visualizations":[205],"specifically":[206],"designed":[207],"data,":[210,255],"Hy's":[213],"Law":[214],"plot,":[215,218],"patient":[216],"timelines":[217],"integrated":[220],"subject":[221],"listings.":[222],"The":[223],"user":[224],"subsets":[227],"filtering":[231],"highlighting":[233],"use":[236],"these":[237],"compare":[239],"across":[241],"domains.":[243],"Integrated":[244],"intothe":[245],"system":[246],"manually":[251],"annotate":[252],"communicate":[259],"with":[260],"administrators.":[262]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
