{"id":"https://openalex.org/W3010438490","doi":"https://doi.org/10.1109/icoin48656.2020.9016588","title":"The Impact of Big Data In Healthcare Analytics","display_name":"The Impact of Big Data In Healthcare Analytics","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3010438490","doi":"https://doi.org/10.1109/icoin48656.2020.9016588","mag":"3010438490"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin48656.2020.9016588","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5083793569","display_name":"Usman Akhtar","orcid":"https://orcid.org/0000-0003-4553-0550"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Usman Akhtar","raw_affiliation_strings":["Department of Computer Science & Engineering, Kyung Hee University, Yongin-si, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Kyung Hee University, Yongin-si, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100766473","display_name":"Jong Won Lee","orcid":"https://orcid.org/0000-0001-7875-1603"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jong Won Lee","raw_affiliation_strings":["Department of Computer Science & Engineering, Kyung Hee University, Yongin-si, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Kyung Hee University, Yongin-si, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068838719","display_name":"Hafiz Syed Muhammad Bilal","orcid":"https://orcid.org/0000-0002-8920-4231"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hafiz Syed Muhammad Bilal","raw_affiliation_strings":["Department of Computer Science & Engineering, Kyung Hee University, Yongin-si, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Kyung Hee University, Yongin-si, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103040375","display_name":"Taqdir Ali","orcid":"https://orcid.org/0000-0002-4684-5960"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taqdir Ali","raw_affiliation_strings":["Department of Computer Science & Engineering, Kyung Hee University, Yongin-si, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Kyung Hee University, Yongin-si, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003544564","display_name":"Wajahat Ali Khan","orcid":"https://orcid.org/0000-0003-4118-7855"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Wajahat Ali Khan","raw_affiliation_strings":["Department of Computer Science & Engineering, Kyung Hee University, Yongin-si, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Kyung Hee University, Yongin-si, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101882040","display_name":"Sungyoung Lee","orcid":"https://orcid.org/0000-0002-5962-1587"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungyoung Lee","raw_affiliation_strings":["Department of Computer Science & Engineering, Kyung Hee University, Yongin-si, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Kyung Hee University, Yongin-si, South Korea","institution_ids":["https://openalex.org/I35928602"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.304,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.628821,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":86,"max":87},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Machine Learning in Healthcare and Medicine","score":0.9959,"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":"Machine Learning in Healthcare and Medicine","score":0.9959,"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/T11891","display_name":"Impact of Big Data Analytics on Business Performance","score":0.963,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Deep Learning Applications in Healthcare","score":0.9508,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data-analytics","display_name":"Big Data Analytics","score":0.531295},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.43077514}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7484446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6146829},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.61065686},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.59817004},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5629758},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.43077514},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2008439},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.06427631},{"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":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin48656.2020.9016588","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.48,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":9,"referenced_works":["https://openalex.org/W188803376","https://openalex.org/W2081302971","https://openalex.org/W2101217578","https://openalex.org/W2120751691","https://openalex.org/W2167671703","https://openalex.org/W2330944764","https://openalex.org/W2336408404","https://openalex.org/W2437797956","https://openalex.org/W3009086382"],"related_works":["https://openalex.org/W4390577565","https://openalex.org/W4372291825","https://openalex.org/W4322629366","https://openalex.org/W3121545709","https://openalex.org/W2808989540","https://openalex.org/W2551093110","https://openalex.org/W2397053934","https://openalex.org/W2337265393","https://openalex.org/W2148016376","https://openalex.org/W1039292361"],"abstract_inverted_index":{"No":[0],"doubt":[1],"that":[2,87],"we":[3,13],"are":[4,14],"living":[5],"in":[6,30,78,93],"the":[7,16,26,32,42,55,69,81,88],"era":[8],"of":[9,18,45],"Big":[10,34,63],"Data,":[11],"where":[12],"noticing":[15],"expansion":[17],"smart":[19],"healthcare":[20],"devices.":[21],"The":[22,84],"main":[23],"obstacles":[24],"for":[25],"Healthcare":[27],"platform":[28,90],"researchers":[29],"choosing":[31],"right":[33],"Data":[35,64],"tool":[36],"to":[37,52,60],"process":[38],"unstructured":[39],"data.":[40,56,83,98],"Therefore,":[41],"current":[43],"area":[44],"research":[46],"is":[47,91],"shifted":[48],"from":[49],"massive":[50],"storage":[51],"efficiently":[53],"analyze":[54],"This":[57],"paper":[58],"aims":[59],"present":[61],"state-of-the-art":[62],"analytics":[65],"tools":[66],"and":[67],"presented":[68],"Intelligent":[70],"Medical":[71],"Platform":[72],"(IMP)":[73],"as":[74],"a":[75],"case":[76],"study":[77],"dealing":[79,94],"with":[80,95],"multimodal":[82],"result":[85],"shows":[86],"proposed":[89],"scalable":[92],"health":[96],"care":[97]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3010438490","counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2024-10-28T22:37:41.220766","created_date":"2020-03-13"}