{"id":"https://openalex.org/W2745238137","doi":"https://doi.org/10.1007/978-3-319-58280-1_2","title":"Big Healthcare Data Analytics: Challenges and Applications","display_name":"Big Healthcare Data Analytics: Challenges and Applications","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2745238137","doi":"https://doi.org/10.1007/978-3-319-58280-1_2","mag":"2745238137"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-58280-1_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-58280-1_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210221670","display_name":"Scalable computing and communications","issn_l":"2364-9496","issn":["2364-9496","2520-8632"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scalable Computing and Communications","raw_type":"book-chapter"},"type":"book-chapter","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/A5045429861","display_name":"Chonho Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Chonho Lee","raw_affiliation_strings":["Osaka University, Suita, Japan"],"affiliations":[{"raw_affiliation_string":"Osaka University, Suita, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027609768","display_name":"Zhaojing Luo","orcid":"https://orcid.org/0000-0001-7271-3999"},"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":"Zhaojing Luo","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054008198","display_name":"Kee Yuan Ngiam","orcid":"https://orcid.org/0000-0001-5676-2520"},"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"]},{"id":"https://openalex.org/I4210146690","display_name":"National University Hospital","ror":"https://ror.org/04fp9fm22","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210146690"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kee Yuan Ngiam","raw_affiliation_strings":["National University Hospital, Singapore, Singapore","National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University Hospital, Singapore, Singapore","institution_ids":["https://openalex.org/I4210146690"]},{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032263010","display_name":"Meihui Zhang","orcid":"https://orcid.org/0000-0002-0752-9877"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Meihui Zhang","raw_affiliation_strings":["Singapore University of Technology and Design, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049786587","display_name":"Kaiping Zheng","orcid":"https://orcid.org/0000-0001-8138-1543"},"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":"Kaiping Zheng","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112307698","display_name":"Gang Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Chen","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024892041","display_name":"Beng Chin Ooi","orcid":"https://orcid.org/0000-0003-4446-1100"},"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":"Beng Chin Ooi","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079110502","display_name":"Wei Luen James Yip","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146690","display_name":"National University Hospital","ror":"https://ror.org/04fp9fm22","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210146690"]},{"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":"Wei Luen James Yip","raw_affiliation_strings":["National University Hospital, Singapore, Singapore","National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University Hospital, Singapore, Singapore","institution_ids":["https://openalex.org/I4210146690"]},{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5032263010"],"corresponding_institution_ids":["https://openalex.org/I152815399"],"apc_list":null,"apc_paid":null,"fwci":28.4845,"has_fulltext":false,"cited_by_count":77,"citation_normalized_percentile":{"value":0.99608611,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"11","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9973000288009644,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9911999702453613,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.7864929437637329},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7606840133666992},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6792769432067871},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6662189960479736},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5563421249389648},{"id":"https://openalex.org/keywords/healthcare-system","display_name":"Healthcare system","score":0.541831910610199},{"id":"https://openalex.org/keywords/healthcare-industry","display_name":"Healthcare industry","score":0.502100944519043},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.49837779998779297},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.49701645970344543},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4526984989643097},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.4381110668182373},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1547362506389618},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08693891763687134}],"concepts":[{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.7864929437637329},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7606840133666992},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6792769432067871},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6662189960479736},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5563421249389648},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.541831910610199},{"id":"https://openalex.org/C2989086416","wikidata":"https://www.wikidata.org/wiki/Q15067276","display_name":"Healthcare industry","level":3,"score":0.502100944519043},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.49837779998779297},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.49701645970344543},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4526984989643097},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.4381110668182373},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1547362506389618},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08693891763687134},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-58280-1_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-58280-1_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210221670","display_name":"Scalable computing and communications","issn_l":"2364-9496","issn":["2364-9496","2520-8632"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scalable Computing and Communications","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":128,"referenced_works":["https://openalex.org/W67656603","https://openalex.org/W68293321","https://openalex.org/W115293911","https://openalex.org/W133724910","https://openalex.org/W177896962","https://openalex.org/W241707371","https://openalex.org/W579984701","https://openalex.org/W581643112","https://openalex.org/W618860169","https://openalex.org/W925060454","https://openalex.org/W1593345689","https://openalex.org/W1597017619","https://openalex.org/W1843236096","https://openalex.org/W1849464722","https://openalex.org/W1870305865","https://openalex.org/W1896700311","https://openalex.org/W1902526473","https://openalex.org/W1905882502","https://openalex.org/W1927444193","https://openalex.org/W1936083779","https://openalex.org/W1969116741","https://openalex.org/W1971130285","https://openalex.org/W1973825638","https://openalex.org/W1974150103","https://openalex.org/W1976801265","https://openalex.org/W1976900720","https://openalex.org/W1982767656","https://openalex.org/W1989496527","https://openalex.org/W1992673035","https://openalex.org/W1998078911","https://openalex.org/W1998249118","https://openalex.org/W1998396170","https://openalex.org/W1999712889","https://openalex.org/W1999802986","https://openalex.org/W2001253920","https://openalex.org/W2006413126","https://openalex.org/W2008888174","https://openalex.org/W2009354197","https://openalex.org/W2015270027","https://openalex.org/W2019183416","https://openalex.org/W2023302299","https://openalex.org/W2027106132","https://openalex.org/W2030278608","https://openalex.org/W2031250362","https://openalex.org/W2042954874","https://openalex.org/W2047568922","https://openalex.org/W2054242744","https://openalex.org/W2054780155","https://openalex.org/W2061699647","https://openalex.org/W2062022900","https://openalex.org/W2064675550","https://openalex.org/W2072604363","https://openalex.org/W2073862175","https://openalex.org/W2076357412","https://openalex.org/W2080021732","https://openalex.org/W2080471468","https://openalex.org/W2084358449","https://openalex.org/W2085989833","https://openalex.org/W2089743263","https://openalex.org/W2090805767","https://openalex.org/W2097453652","https://openalex.org/W2103106495","https://openalex.org/W2105142558","https://openalex.org/W2106981782","https://openalex.org/W2112707607","https://openalex.org/W2115091021","https://openalex.org/W2121382432","https://openalex.org/W2127963147","https://openalex.org/W2129997990","https://openalex.org/W2132560759","https://openalex.org/W2134646525","https://openalex.org/W2134986799","https://openalex.org/W2137767404","https://openalex.org/W2139646386","https://openalex.org/W2142151675","https://openalex.org/W2146884567","https://openalex.org/W2151526913","https://openalex.org/W2152726215","https://openalex.org/W2156267802","https://openalex.org/W2157133617","https://openalex.org/W2157331557","https://openalex.org/W2157840043","https://openalex.org/W2163668090","https://openalex.org/W2163922914","https://openalex.org/W2165093166","https://openalex.org/W2167976315","https://openalex.org/W2170577408","https://openalex.org/W2171671120","https://openalex.org/W2171826252","https://openalex.org/W2175856576","https://openalex.org/W2177281190","https://openalex.org/W2190781736","https://openalex.org/W2191167248","https://openalex.org/W2202411278","https://openalex.org/W2219889856","https://openalex.org/W2231162939","https://openalex.org/W2236835046","https://openalex.org/W2255847468","https://openalex.org/W2270470215","https://openalex.org/W2274227799","https://openalex.org/W2279042915","https://openalex.org/W2281230533","https://openalex.org/W2289429591","https://openalex.org/W2291981256","https://openalex.org/W2297086838","https://openalex.org/W2333588920","https://openalex.org/W2339545839","https://openalex.org/W2346517120","https://openalex.org/W2399893504","https://openalex.org/W2438748017","https://openalex.org/W2465452631","https://openalex.org/W2467961401","https://openalex.org/W2512098324","https://openalex.org/W2913340405","https://openalex.org/W2950035161","https://openalex.org/W2951911250","https://openalex.org/W3102027397","https://openalex.org/W4213097104","https://openalex.org/W4232381942","https://openalex.org/W4238021259","https://openalex.org/W4254597917","https://openalex.org/W4285719527","https://openalex.org/W6635749033","https://openalex.org/W6639144524","https://openalex.org/W6677024828","https://openalex.org/W6681013973","https://openalex.org/W6720086564","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W4310083754","https://openalex.org/W4249181676","https://openalex.org/W3156072338","https://openalex.org/W4386014817","https://openalex.org/W3138109466","https://openalex.org/W3013315095","https://openalex.org/W3194102186","https://openalex.org/W2921734339","https://openalex.org/W2178210935","https://openalex.org/W2745238137"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-01-15T23:16:33.117629","created_date":"2025-10-10T00:00:00"}