{"id":"https://openalex.org/W4206442849","doi":"https://doi.org/10.1109/menacomm50742.2021.9678232","title":"A Novel Classification of Machine Learning Applications in Healthcare","display_name":"A Novel Classification of Machine Learning Applications in Healthcare","publication_year":2021,"publication_date":"2021-12-03","ids":{"openalex":"https://openalex.org/W4206442849","doi":"https://doi.org/10.1109/menacomm50742.2021.9678232"},"language":"en","primary_location":{"id":"doi:10.1109/menacomm50742.2021.9678232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/menacomm50742.2021.9678232","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 3rd IEEE Middle East and North Africa COMMunications Conference (MENACOMM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5033869147","display_name":"Abeer Thamara","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125886","display_name":"Al-Azhar University","ror":"https://ror.org/03ewepe58","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210125886"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Abeer Thamara","raw_affiliation_strings":["Al-Azhar University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Al-Azhar University","institution_ids":["https://openalex.org/I4210125886"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088166205","display_name":"Mohamed Elsersy","orcid":"https://orcid.org/0000-0001-6533-2514"},"institutions":[{"id":"https://openalex.org/I119744171","display_name":"Higher Colleges of Technology","ror":"https://ror.org/00qmy9z88","country_code":"AE","type":"education","lineage":["https://openalex.org/I119744171"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohamed Elsersy","raw_affiliation_strings":["Higher Colleges of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Higher Colleges of Technology","institution_ids":["https://openalex.org/I119744171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040576961","display_name":"Ahmed Sherif","orcid":"https://orcid.org/0000-0002-1651-7325"},"institutions":[{"id":"https://openalex.org/I44854399","display_name":"University of Southern Mississippi","ror":"https://ror.org/0270vfa57","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I44854399"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Sherif","raw_affiliation_strings":["University of Southern Mississippi"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern Mississippi","institution_ids":["https://openalex.org/I44854399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101154903","display_name":"Hossam Hassan","orcid":null},"institutions":[{"id":"https://openalex.org/I93085520","display_name":"Silicon Labs (United States)","ror":"https://ror.org/02dyqfb80","country_code":"US","type":"company","lineage":["https://openalex.org/I93085520"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hossam Hassan","raw_affiliation_strings":["GPU Group, Siliconarts Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GPU Group, Siliconarts Inc","institution_ids":["https://openalex.org/I93085520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038352023","display_name":"Omar E. Abdel\u2010Salam","orcid":"https://orcid.org/0009-0007-3727-6106"},"institutions":[{"id":"https://openalex.org/I63920570","display_name":"Tennessee Technological University","ror":"https://ror.org/05drmrq39","country_code":"US","type":"education","lineage":["https://openalex.org/I63920570"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Omar Abdelsalam","raw_affiliation_strings":["Tennessee Tech University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tennessee Tech University","institution_ids":["https://openalex.org/I63920570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013808058","display_name":"Khaled H. Almotairi","orcid":"https://orcid.org/0000-0002-5961-183X"},"institutions":[{"id":"https://openalex.org/I199693650","display_name":"Umm al-Qura University","ror":"https://ror.org/01xjqrm90","country_code":"SA","type":"education","lineage":["https://openalex.org/I199693650"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Khaled H. Almotairi","raw_affiliation_strings":["Umm Al-Qura University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Umm Al-Qura University","institution_ids":["https://openalex.org/I199693650"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0609,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77402928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"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":0.9995999932289124,"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":0.9995999932289124,"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":0.9876999855041504,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7243126630783081},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.722623348236084},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.6924502849578857},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6194761991500854},{"id":"https://openalex.org/keywords/medical-services","display_name":"Medical services","score":0.4162176847457886},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4076944589614868}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7243126630783081},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.722623348236084},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6924502849578857},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6194761991500854},{"id":"https://openalex.org/C3018075012","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Medical services","level":3,"score":0.4162176847457886},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4076944589614868},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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:10.1109/menacomm50742.2021.9678232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/menacomm50742.2021.9678232","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 3rd IEEE Middle East and North Africa COMMunications Conference (MENACOMM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6299999952316284}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311649","display_name":"Ministry of Education","ror":"https://ror.org/036nq5137"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2769435864","https://openalex.org/W2805151640","https://openalex.org/W2806887204","https://openalex.org/W2898670678","https://openalex.org/W2898767185","https://openalex.org/W2902712933","https://openalex.org/W2902773418","https://openalex.org/W2949767632","https://openalex.org/W2950722229","https://openalex.org/W2953421802","https://openalex.org/W2965199238","https://openalex.org/W2971096721","https://openalex.org/W2979781394","https://openalex.org/W3000237489","https://openalex.org/W3001481174","https://openalex.org/W3011448348","https://openalex.org/W3017890102","https://openalex.org/W3022699337","https://openalex.org/W3025433491","https://openalex.org/W3028070348","https://openalex.org/W3034228090","https://openalex.org/W3035142875","https://openalex.org/W3085952666","https://openalex.org/W3089555015","https://openalex.org/W3092108871","https://openalex.org/W3093696779","https://openalex.org/W3095427557","https://openalex.org/W4206070770"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W3046775127","https://openalex.org/W4205958290","https://openalex.org/W3209574120","https://openalex.org/W4206442849","https://openalex.org/W4224032452"],"abstract_inverted_index":{"In":[0,30],"recent":[1],"years,":[2],"machine":[3,33,53,67,94,114],"learning":[4,34,54,68,95,115],"has":[5],"become":[6],"widely":[7],"used":[8,36],"in":[9,19,59,98,116],"various":[10,60],"applications":[11,58],"and":[12,26,62,79,102],"research.":[13],"It":[14],"plays":[15],"a":[16,49],"crucial":[17],"role":[18],"numerous":[20],"fields":[21,78],"such":[22,31],"as":[23],"medical":[24,40,77],"science":[25],"the":[27,64,90,99,108,117],"healthcare":[28,81,100,118],"system.":[29,119],"scenarios,":[32],"is":[35,87],"to":[37,88,107,112],"diagnose":[38],"sizeable":[39],"data":[41],"patterns":[42],"or":[43],"predict":[44],"diseases.":[45],"This":[46,83],"paper":[47],"presents":[48],"survey":[50],"about":[51],"different":[52],"algorithms":[55,96],"with":[56],"their":[57],"domains":[61],"shows":[63],"advantages":[65],"of":[66,93],"techniques":[69],"that":[70],"help":[71],"create":[72],"efficient":[73],"support":[74],"infrastructure":[75],"for":[76],"improve":[80],"services.":[82],"survey\u2019s":[84],"main":[85],"objective":[86],"highlight":[89],"previous":[91],"work":[92],"implemented":[97],"system":[101],"provide":[103],"all":[104],"necessary":[105],"information":[106],"researchers":[109],"who":[110],"want":[111],"explore":[113]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}