{"id":"https://openalex.org/W2219889856","doi":"https://doi.org/10.14778/2733004.2733081","title":"GEMINI","display_name":"GEMINI","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2219889856","doi":"https://doi.org/10.14778/2733004.2733081","mag":"2219889856"},"language":"en","primary_location":{"id":"doi:10.14778/2733004.2733081","is_oa":false,"landing_page_url":"https://doi.org/10.14778/2733004.2733081","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-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/A5058149113","display_name":"Zheng Ling","orcid":"https://orcid.org/0000-0001-9584-4473"},"institutions":[{"id":"https://openalex.org/I2801047068","display_name":"University Health System","ror":"https://ror.org/01d9cs377","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801047068"]},{"id":"https://openalex.org/I4210150261","display_name":"National University Health System","ror":"https://ror.org/05tjjsh18","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210150261"]}],"countries":["SG","US"],"is_corresponding":false,"raw_author_name":"Zheng Jye Ling","raw_affiliation_strings":["National University Health System"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University Health System","institution_ids":["https://openalex.org/I2801047068","https://openalex.org/I4210150261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004778510","display_name":"Qu\u1ed1c Trung Tr\u1ea7n","orcid":"https://orcid.org/0000-0003-1953-0434"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Quoc Trung Tran","raw_affiliation_strings":["National University of Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100739546","display_name":"Ju Fan","orcid":"https://orcid.org/0000-0003-4729-9903"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ju Fan","raw_affiliation_strings":["National University of Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054375490","display_name":"Gerald Choon\u2010Huat Koh","orcid":"https://orcid.org/0000-0002-6453-6897"},"institutions":[{"id":"https://openalex.org/I2801047068","display_name":"University Health System","ror":"https://ror.org/01d9cs377","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801047068"]},{"id":"https://openalex.org/I4210150261","display_name":"National University Health System","ror":"https://ror.org/05tjjsh18","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210150261"]}],"countries":["SG","US"],"is_corresponding":false,"raw_author_name":"Gerald C. H. Koh","raw_affiliation_strings":["National University Health System"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University Health System","institution_ids":["https://openalex.org/I2801047068","https://openalex.org/I4210150261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050327412","display_name":"Thi Nguyen","orcid":"https://orcid.org/0000-0001-5089-619X"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Thi Nguyen","raw_affiliation_strings":["National University of Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029696998","display_name":"Chuen Seng Tan","orcid":"https://orcid.org/0000-0002-6513-2309"},"institutions":[{"id":"https://openalex.org/I2801047068","display_name":"University Health System","ror":"https://ror.org/01d9cs377","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801047068"]},{"id":"https://openalex.org/I4210150261","display_name":"National University Health System","ror":"https://ror.org/05tjjsh18","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210150261"]}],"countries":["SG","US"],"is_corresponding":false,"raw_author_name":"Chuen Seng Tan","raw_affiliation_strings":["National University Health System"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University Health System","institution_ids":["https://openalex.org/I2801047068","https://openalex.org/I4210150261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043025954","display_name":"James Yip","orcid":"https://orcid.org/0000-0001-5470-4554"},"institutions":[{"id":"https://openalex.org/I2801047068","display_name":"University Health System","ror":"https://ror.org/01d9cs377","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801047068"]},{"id":"https://openalex.org/I4210150261","display_name":"National University Health System","ror":"https://ror.org/05tjjsh18","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210150261"]}],"countries":["SG","US"],"is_corresponding":false,"raw_author_name":"James W. L. Yip","raw_affiliation_strings":["National University Health System"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University Health System","institution_ids":["https://openalex.org/I2801047068","https://openalex.org/I4210150261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032263010","display_name":"Meihui Zhang","orcid":"https://orcid.org/0000-0002-0752-9877"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Meihui Zhang","raw_affiliation_strings":["National University of Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7276,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.93914645,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":"13","first_page":"1766","last_page":"1771"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9890999794006348,"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/usable","display_name":"USable","score":0.7078695297241211},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6072221994400024},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.6021285057067871},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5533261299133301},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.485912948846817},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4521893560886383},{"id":"https://openalex.org/keywords/health-professionals","display_name":"Health professionals","score":0.4319852292537689},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.41211652755737305},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.35189199447631836},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22587087750434875},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17918357253074646},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0965406596660614}],"concepts":[{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.7078695297241211},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6072221994400024},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6021285057067871},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5533261299133301},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.485912948846817},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4521893560886383},{"id":"https://openalex.org/C3019806175","wikidata":"https://www.wikidata.org/wiki/Q11974939","display_name":"Health professionals","level":3,"score":0.4319852292537689},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.41211652755737305},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35189199447631836},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22587087750434875},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17918357253074646},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0965406596660614},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14778/2733004.2733081","is_oa":false,"landing_page_url":"https://doi.org/10.14778/2733004.2733081","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1490379749","https://openalex.org/W1504212872","https://openalex.org/W1511986666","https://openalex.org/W1597017619","https://openalex.org/W1997770675","https://openalex.org/W2012391498","https://openalex.org/W2080471468","https://openalex.org/W2133990480","https://openalex.org/W2146089916"],"related_works":["https://openalex.org/W2982321410","https://openalex.org/W95465806","https://openalex.org/W2392004567","https://openalex.org/W2046296964","https://openalex.org/W2940029036","https://openalex.org/W4388292429","https://openalex.org/W2756595502","https://openalex.org/W2010789764","https://openalex.org/W4390608645","https://openalex.org/W2187233292"],"abstract_inverted_index":{"Healthcare":[0],"systems":[1],"around":[2],"the":[3,7,66,71,126,162,168,183,197],"world":[4],"are":[5,63,74,100],"facing":[6],"challenge":[8],"of":[9,49,60,80,105,136,173,199],"information":[10,59,91,135,146,156],"overload":[11],"in":[12,16,23,92],"caring":[13,75],"for":[14,52,148,157],"patients":[15,62,72],"an":[17,39],"affordable,":[18],"safe":[19],"and":[20,30,57,87,102,116,118,133,150,153,181],"high-quality":[21],"manner":[22],"a":[24,93,131,174,189],"system":[25,43],"with":[26,167],"limited":[27],"healthcare":[28,41,138,169],"resources":[29],"increasing":[31],"costs.":[32],"To":[33],"alleviate":[34],"this":[35],"problem,":[36],"we":[37],"develop":[38],"integrative":[40],"analytics":[42,51],"called":[44],"GEMINI":[45,77,142,164,194],"which":[46,141],"allows":[47],"point":[48],"care":[50],"doctors":[53],"where":[54],"real-time":[55],"usable":[56],"relevant":[58,155],"their":[61],"required":[64],"through":[65],"questions":[67],"they":[68,73],"asked":[69],"about":[70],"for.":[76],"extracts":[78],"data":[79,85,98,108,120],"each":[81],"patient":[82,94,127,201],"from":[83,140],"various":[84],"sources":[86,99],"stores":[88],"them":[89],"as":[90,171],"profile":[95,128],"graph.":[96],"The":[97],"complex":[101],"varied":[103],"consisting":[104],"both":[106],"structured":[107],"(such":[109,121],"as,":[110,122],"patients'":[111,137],"demographic":[112],"data,":[113],"laboratory":[114],"results":[115],"medications)":[117],"unstructured":[119],"doctors'":[123],"notes).":[124],"Hence,":[125],"graph":[129],"provides":[130],"holistic":[132],"comprehensive":[134],"profile,":[139],"can":[143],"infer":[144],"implicit":[145],"useful":[147],"administrative":[149],"clinical":[151],"purposes,":[152],"extract":[154],"performing":[158],"predictive":[159],"analytics.":[160],"At":[161],"core,":[163],"keeps":[165],"interacting":[166],"professionals":[170],"part":[172],"feedback":[175],"loop":[176],"to":[177,195],"gather,":[178],"infer,":[179],"ascertain":[180],"enhance":[182],"self-learning":[184],"knowledge":[185],"base.":[186],"We":[187],"present":[188],"case":[190],"study":[191],"on":[192],"using":[193],"predict":[196],"risk":[198],"unplanned":[200],"readmissions.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2016-06-24T00:00:00"}