{"id":"https://openalex.org/W3122273162","doi":"https://doi.org/10.1109/icecocs50124.2020.9314567","title":"Classification of chest pneumonia from x-ray images using new architecture based on ResNet","display_name":"Classification of chest pneumonia from x-ray images using new architecture based on ResNet","publication_year":2020,"publication_date":"2020-12-02","ids":{"openalex":"https://openalex.org/W3122273162","doi":"https://doi.org/10.1109/icecocs50124.2020.9314567","mag":"3122273162"},"language":"en","primary_location":{"id":"doi:10.1109/icecocs50124.2020.9314567","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icecocs50124.2020.9314567","pdf_url":"https://ieeexplore.ieee.org/ielx7/9314356/9314290/09314567.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 2nd International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/9314356/9314290/09314567.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058942364","display_name":"TALIBI ALAOUI Youssef","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108110","display_name":"Mohamed I University","ror":"https://ror.org/01ejxf797","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210108110"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"TALIBI ALAOUI Youssef","raw_affiliation_strings":["Faculty of Sciences Mohamed I University, Oujda, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences Mohamed I University, Oujda, Morocco","institution_ids":["https://openalex.org/I4210108110"]}]},{"author_position":"middle","author":{"id":null,"display_name":"BERRAHOU Aissam","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093720","display_name":"National School of Architecture","ror":"https://ror.org/00n7n3773","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210093720"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"BERRAHOU Aissam","raw_affiliation_strings":["National school of Computer Science & System Analysis, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"National school of Computer Science & System Analysis, Rabat, Morocco","institution_ids":["https://openalex.org/I4210093720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012051670","display_name":"Khalid Douge","orcid":null},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"DOUGE Khalid","raw_affiliation_strings":["Faculty of sciences and technics Sidi Mohamed Bnou Abdellah university, Fez, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of sciences and technics Sidi Mohamed Bnou Abdellah university, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055953681","display_name":"Imane Belabed","orcid":"https://orcid.org/0000-0003-3673-1158"},"institutions":[{"id":"https://openalex.org/I4210108110","display_name":"Mohamed I University","ror":"https://ror.org/01ejxf797","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210108110"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"BELABED Imane","raw_affiliation_strings":["Faculty of Sciences Mohamed I University, Oujda, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences Mohamed I University, Oujda, Morocco","institution_ids":["https://openalex.org/I4210108110"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087018203","display_name":"Jaara El Miloud","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108110","display_name":"Mohamed I University","ror":"https://ror.org/01ejxf797","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210108110"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"JAARA El Miloud","raw_affiliation_strings":["Faculty of Sciences Mohamed I University, Oujda, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences Mohamed I University, Oujda, Morocco","institution_ids":["https://openalex.org/I4210108110"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5058942364"],"corresponding_institution_ids":["https://openalex.org/I4210108110"],"apc_list":null,"apc_paid":null,"fwci":1.3386,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.84274146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9990000128746033,"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":0.9990000128746033,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9799000024795532,"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/T10862","display_name":"AI in cancer detection","score":0.9459999799728394,"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/pneumonia","display_name":"Pneumonia","score":0.7727944850921631},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6405080556869507},{"id":"https://openalex.org/keywords/residual-neural-network","display_name":"Residual neural network","score":0.5875065922737122},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.48150834441185},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4558405578136444},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4498065710067749},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.4297310709953308},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3675280511379242},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2936912477016449},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.23014885187149048},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.17544150352478027},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.1550312340259552}],"concepts":[{"id":"https://openalex.org/C2777914695","wikidata":"https://www.wikidata.org/wiki/Q12192","display_name":"Pneumonia","level":2,"score":0.7727944850921631},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6405080556869507},{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.5875065922737122},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.48150834441185},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4558405578136444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4498065710067749},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.4297310709953308},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3675280511379242},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2936912477016449},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.23014885187149048},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.17544150352478027},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.1550312340259552},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecocs50124.2020.9314567","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icecocs50124.2020.9314567","pdf_url":"https://ieeexplore.ieee.org/ielx7/9314356/9314290/09314567.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 2nd International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/icecocs50124.2020.9314567","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icecocs50124.2020.9314567","pdf_url":"https://ieeexplore.ieee.org/ielx7/9314356/9314290/09314567.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 2nd International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5299999713897705,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3122273162.pdf","grobid_xml":"https://content.openalex.org/works/W3122273162.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2167750086","https://openalex.org/W2194775991","https://openalex.org/W2618530766","https://openalex.org/W2998028735","https://openalex.org/W2998957378","https://openalex.org/W3014924062","https://openalex.org/W3015500262","https://openalex.org/W3017309755","https://openalex.org/W3035701564","https://openalex.org/W3039560274","https://openalex.org/W3105081694","https://openalex.org/W3196957369"],"related_works":["https://openalex.org/W2599472179","https://openalex.org/W3196952692","https://openalex.org/W4323057981","https://openalex.org/W4308408209","https://openalex.org/W4390187226","https://openalex.org/W3177025895","https://openalex.org/W3034026275","https://openalex.org/W4310870954","https://openalex.org/W3178607569","https://openalex.org/W4383503462"],"abstract_inverted_index":{"Pneumonia":[0],"is":[1],"a":[2,24,37,45],"potentially":[3],"fatal":[4],"bacterial":[5],"or":[6,26],"viral":[7],"lung":[8],"infection.":[9],"The":[10,73],"detection":[11],"of":[12,23,62],"pneumonia":[13],"anomalies":[14],"in":[15,31],"the":[16,21,32,54,63,68],"early":[17,33],"lungs,":[18],"can":[19],"save":[20],"life":[22],"child":[25],"an":[27],"old":[28],"lady,":[29],"especially,":[30],"moments;These":[34],"divergences":[35],"have":[36],"very":[38,77],"minimal":[39],"size.In":[40],"this":[41],"paper":[42],"we":[43,52],"propose":[44],"new":[46],"architecture":[47],"based":[48,58],"on":[49,59],"ResNet":[50],"50,":[51],"project":[53],"adjusted":[55],"Resnet50":[56],"model,":[57],"medical":[60],"images":[61],"chest":[64],"to":[65],"bring":[66],"out":[67],"infected":[69],"examples":[70],"with":[71,85],"pneumonia.":[72],"result":[74],"predicted":[75],"are":[76],"interesting":[78],"(97,":[79],"65":[80],"%)":[81],"by":[82],"comparing":[83],"them":[84],"several":[86],"prior":[87],"scientific":[88],"researches":[89],"and":[90],"radiologists":[91],"hope.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}