{"id":"https://openalex.org/W2946236639","doi":"https://doi.org/10.1109/access.2019.2916849","title":"A Novel Approach for Multi-Label Chest X-Ray Classification of Common Thorax Diseases","display_name":"A Novel Approach for Multi-Label Chest X-Ray Classification of Common Thorax Diseases","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2946236639","doi":"https://doi.org/10.1109/access.2019.2916849","mag":"2946236639"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2916849","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2916849","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08719904.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08719904.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012037463","display_name":"Imane Allaouzi","orcid":"https://orcid.org/0000-0002-8737-8115"},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Imane Allaouzi","raw_affiliation_strings":["LIST/FSTT, Abdelmalek Essaadi University, Tangier, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-8737-8115","affiliations":[{"raw_affiliation_string":"LIST/FSTT, Abdelmalek Essaadi University, Tangier, Morocco","institution_ids":["https://openalex.org/I240042149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101562816","display_name":"Mohamed Ben Ahmed","orcid":"https://orcid.org/0000-0001-6138-5299"},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Ben Ahmed","raw_affiliation_strings":["LIST/FSTT, Abdelmalek Essaadi University, Tangier, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIST/FSTT, Abdelmalek Essaadi University, Tangier, Morocco","institution_ids":["https://openalex.org/I240042149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I240042149"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":11.9503,"has_fulltext":true,"cited_by_count":126,"citation_normalized_percentile":{"value":0.99029056,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"64279","last_page":"64288"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9951000213623047,"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"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9951000213623047,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9846000075340271,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9818999767303467,"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/thorax","display_name":"Thorax (insect anatomy)","score":0.8294198513031006},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5829506516456604},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.4031514525413513},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33855360746383667},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.1357501745223999}],"concepts":[{"id":"https://openalex.org/C97834683","wikidata":"https://www.wikidata.org/wiki/Q942508","display_name":"Thorax (insect anatomy)","level":2,"score":0.8294198513031006},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5829506516456604},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4031514525413513},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33855360746383667},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.1357501745223999}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2916849","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2916849","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08719904.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ead3c9489d064692a012c7ade9fed87a","is_oa":true,"landing_page_url":"https://doaj.org/article/ead3c9489d064692a012c7ade9fed87a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 64279-64288 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2916849","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2916849","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08719904.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2946236639.pdf","grobid_xml":"https://content.openalex.org/works/W2946236639.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1524416683","https://openalex.org/W1653632836","https://openalex.org/W1686810756","https://openalex.org/W1753402186","https://openalex.org/W1953606363","https://openalex.org/W2061351061","https://openalex.org/W2097706152","https://openalex.org/W2108598243","https://openalex.org/W2112796928","https://openalex.org/W2138290126","https://openalex.org/W2141014056","https://openalex.org/W2145827727","https://openalex.org/W2156935079","https://openalex.org/W2194775991","https://openalex.org/W2411155974","https://openalex.org/W2611650229","https://openalex.org/W2622826443","https://openalex.org/W2770384498","https://openalex.org/W2786052267","https://openalex.org/W2799108307","https://openalex.org/W2963446712","https://openalex.org/W2963466845","https://openalex.org/W3098010026","https://openalex.org/W3101156210","https://openalex.org/W4295608163","https://openalex.org/W4300485340","https://openalex.org/W6631445940","https://openalex.org/W6636950071","https://openalex.org/W6637345178","https://openalex.org/W6637373629","https://openalex.org/W6637877409","https://openalex.org/W6640860807","https://openalex.org/W6666040507","https://openalex.org/W6674803601","https://openalex.org/W6725739302","https://openalex.org/W6746343823","https://openalex.org/W6837117956"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725","https://openalex.org/W2148612803"],"abstract_inverted_index":{"Chest":[0],"X-ray":[1],"(CXR)":[2],"is":[3,93],"one":[4],"of":[5,10,16,35,51,58,71,80,121],"the":[6,14,49,52,56,69,81,86,118,122],"most":[7],"common":[8],"types":[9],"radiology":[11],"examination":[12],"for":[13],"diagnosis":[15,20,61],"thorax":[17,59],"diseases.":[18],"Computer-aided":[19],"(CAD)":[21],"was":[22],"developed":[23],"to":[24,27,38,47],"help":[25],"radiologists":[26],"achieve":[28],"diagnostic":[29],"excellence":[30],"in":[31,55,74,85],"a":[32,64],"short":[33],"period":[34],"time":[36],"and":[37,104,107],"enhance":[39],"patient":[40],"healthcare.":[41],"In":[42],"this":[43],"paper,":[44],"we":[45],"seek":[46],"improve":[48],"performance":[50],"CAD":[53],"system":[54],"task":[57],"diseases":[60],"by":[62],"providing":[63],"new":[65],"method":[66,116],"that":[67,113],"combines":[68],"advantages":[70],"CNN":[72],"models":[73],"image":[75],"feature":[76],"extraction":[77],"with":[78],"those":[79],"problem":[82],"transformation":[83],"methods":[84],"multi-label":[87],"classification":[88],"task.":[89],"The":[90,110],"experimental":[91],"study":[92],"tested":[94],"on":[95],"two":[96],"publicly":[97],"available":[98],"CXR":[99],"datasets":[100],"ChestX-ray14":[101],"(frontal":[102,106],"view)":[103],"CheXpert":[105],"lateral":[108],"views).":[109],"results":[111],"show":[112],"our":[114],"proposed":[115],"outperformed":[117],"current":[119],"state":[120],"art.":[123]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":32},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":4}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}