{"id":"https://openalex.org/W3004424463","doi":"https://doi.org/10.1515/bams-2019-0043","title":"Integrating deep learning, social networks, and big data for healthcare system","display_name":"Integrating deep learning, social networks, and big data for healthcare system","publication_year":2020,"publication_date":"2020-02-06","ids":{"openalex":"https://openalex.org/W3004424463","doi":"https://doi.org/10.1515/bams-2019-0043","mag":"3004424463"},"language":"en","primary_location":{"id":"doi:10.1515/bams-2019-0043","is_oa":false,"landing_page_url":"https://doi.org/10.1515/bams-2019-0043","pdf_url":null,"source":{"id":"https://openalex.org/S2764861201","display_name":"Bio-Algorithms and Med-Systems","issn_l":"1895-9091","issn":["1895-9091","1896-530X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bio-Algorithms and Med-Systems","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/A5035285294","display_name":"Mohammed Anouar Naoui","orcid":"https://orcid.org/0000-0003-1653-531X"},"institutions":[{"id":"https://openalex.org/I3129390127","display_name":"University of Bouira","ror":"https://ror.org/00vsxg936","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3129390127"]},{"id":"https://openalex.org/I4210154551","display_name":"Centre Hospitalo-Universitaire Bab El Oued","ror":"https://ror.org/05qf3bt68","country_code":"DZ","type":"healthcare","lineage":["https://openalex.org/I4210154551"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Mohammed Anouar Naoui","raw_affiliation_strings":["LIMPAF Laboratory, Computer Science Department , Faculty of Sciences and Applied Sciences, University of Bouira, Bouira, Algeria; El-Oued University , El-Oued , Algeria","El-Oued University, El-Oued, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIMPAF Laboratory, Computer Science Department , Faculty of Sciences and Applied Sciences, University of Bouira, Bouira, Algeria; El-Oued University , El-Oued , Algeria","institution_ids":["https://openalex.org/I3129390127"]},{"raw_affiliation_string":"El-Oued University, El-Oued, Algeria","institution_ids":["https://openalex.org/I4210154551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052372263","display_name":"Brahim Lejdel","orcid":"https://orcid.org/0000-0002-7193-5204"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brahim Lejdel","raw_affiliation_strings":["Computer Science Department , El-Oued University , El-Oued , Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department , El-Oued University , El-Oued , Algeria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011529414","display_name":"Mouloud Ayad","orcid":"https://orcid.org/0000-0001-9858-8612"},"institutions":[{"id":"https://openalex.org/I3129390127","display_name":"University of Bouira","ror":"https://ror.org/00vsxg936","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3129390127"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mouloud Ayad","raw_affiliation_strings":["University of Bouira , Bouira , Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bouira , Bouira , Algeria","institution_ids":["https://openalex.org/I3129390127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002439389","display_name":"Riad Belkeiri","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Riad Belkeiri","raw_affiliation_strings":["Computer Science Department , El-Oued University , El-Oued , Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department , El-Oued University , El-Oued , Algeria","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060543475","display_name":"Abd Sattar Khaouazm","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abd Sattar Khaouazm","raw_affiliation_strings":["Computer Science Department , El-Oued University , El-Oued , Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department , El-Oued University , El-Oued , Algeria","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035285294"],"corresponding_institution_ids":["https://openalex.org/I3129390127","https://openalex.org/I4210154551"],"apc_list":null,"apc_paid":null,"fwci":0.3012,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69408398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"16","issue":"1","first_page":null,"last_page":null},"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":0.995199978351593,"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/T10862","display_name":"AI in cancer detection","score":0.9937000274658203,"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/deep-learning","display_name":"Deep learning","score":0.8563200235366821},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7623383402824402},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6925276517868042},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.6241165995597839},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6037559509277344},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5857492089271545},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5838402509689331},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5252637267112732},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5024425983428955},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4452310800552368},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.414470374584198},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38550546765327454},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.283286452293396},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.2342315912246704},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21280258893966675},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.19966450333595276},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11849352717399597},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09537568688392639}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.8563200235366821},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7623383402824402},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6925276517868042},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.6241165995597839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6037559509277344},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5857492089271545},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5838402509689331},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5252637267112732},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5024425983428955},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4452310800552368},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.414470374584198},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38550546765327454},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.283286452293396},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2342315912246704},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21280258893966675},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.19966450333595276},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11849352717399597},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09537568688392639},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1515/bams-2019-0043","is_oa":false,"landing_page_url":"https://doi.org/10.1515/bams-2019-0043","pdf_url":null,"source":{"id":"https://openalex.org/S2764861201","display_name":"Bio-Algorithms and Med-Systems","issn_l":"1895-9091","issn":["1895-9091","1896-530X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bio-Algorithms and Med-Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1516982975","https://openalex.org/W1964993189","https://openalex.org/W2011089681","https://openalex.org/W2017345696","https://openalex.org/W2020519533","https://openalex.org/W2021354624","https://openalex.org/W2028798134","https://openalex.org/W2033556544","https://openalex.org/W2053877850","https://openalex.org/W2060013847","https://openalex.org/W2062302861","https://openalex.org/W2064320380","https://openalex.org/W2071153145","https://openalex.org/W2073413152","https://openalex.org/W2077550371","https://openalex.org/W2102125254","https://openalex.org/W2109734180","https://openalex.org/W2118778378","https://openalex.org/W2122094726","https://openalex.org/W2132524606","https://openalex.org/W2132996843","https://openalex.org/W2140112671","https://openalex.org/W2149648123","https://openalex.org/W2154579312","https://openalex.org/W2155152050","https://openalex.org/W2163215699","https://openalex.org/W2165213086","https://openalex.org/W2167990265","https://openalex.org/W2291220750","https://openalex.org/W2404901863","https://openalex.org/W2534504385","https://openalex.org/W2611650229","https://openalex.org/W2618020455","https://openalex.org/W3101156210","https://openalex.org/W4230430437"],"related_works":["https://openalex.org/W4312200629","https://openalex.org/W4223943233","https://openalex.org/W3014300295","https://openalex.org/W4309045103","https://openalex.org/W4225161397","https://openalex.org/W4320068940","https://openalex.org/W3164822677","https://openalex.org/W4293567684","https://openalex.org/W3189515467","https://openalex.org/W3004424463"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"paper":[2],"aims":[3],"to":[4,18,94,161],"propose":[5],"a":[6,33,150],"deep":[7,63,92,108,135],"learning":[8,71,109,136],"model":[9],"based":[10],"on":[11,32],"big":[12,68,112,121],"data":[13,113,122,125],"for":[14,126,145],"the":[15,38,75,87,107,111,116,134,158],"healthcare":[16,30,50],"system":[17,160],"predict":[19,162],"social":[20,65,117,152],"network":[21,24,153],"data.":[22,69],"Social":[23],"users":[25,155],"post":[26],"large":[27,47],"amounts":[28,48],"of":[29,49,74,79,104],"information":[31],"daily":[34],"basis":[35],"and":[36,42,67,81,115],"at":[37],"same":[39],"time":[40],"hospitals":[41],"medical":[43],"laboratories":[44],"store":[45],"very":[46],"data,":[51],"such":[52,129],"as":[53,130],"X-rays.":[54],"The":[55,100,120],"authors":[56],"provide":[57],"an":[58],"architecture":[59,102],"that":[60],"can":[61,156],"integrate":[62],"learning,":[64],"networks,":[66],"Deep":[70],"is":[72,82],"one":[73],"most":[76],"challenging":[77],"areas":[78],"research":[80],"becoming":[83],"increasingly":[84],"popular":[85],"in":[86],"health":[88,127],"sector.":[89],"It":[90],"uses":[91],"analysis":[93],"extract":[95],"knowledge":[96],"with":[97],"optimum":[98],"precision.":[99],"proposed":[101,144,159],"consists":[103],"three":[105,138],"layers:":[106],"layer,":[110,114,137],"networks":[118],"layer.":[119],"layer":[123,154],"includes":[124],"care,":[128],"X-ray":[131,146,164],"images.":[132],"For":[133],"Convolution":[139],"Neuronal":[140],"Network":[141],"models":[142],"are":[143],"image":[147,165],"classification.":[148],"As":[149],"result,":[151],"access":[157],"their":[163],"posts.":[166]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
