{"id":"https://openalex.org/W4411949348","doi":"https://doi.org/10.1109/iwcmc65282.2025.11059573","title":"Computer Aided Diagnosis CAD tool for lung and thoracic pathologies detection from chest X-ray images","display_name":"Computer Aided Diagnosis CAD tool for lung and thoracic pathologies detection from chest X-ray images","publication_year":2025,"publication_date":"2025-05-12","ids":{"openalex":"https://openalex.org/W4411949348","doi":"https://doi.org/10.1109/iwcmc65282.2025.11059573"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc65282.2025.11059573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc65282.2025.11059573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-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/A5079862584","display_name":"Wyssem Fathallah","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119561","display_name":"Digital Research Centre of Sfax","ror":"https://ror.org/02s48dm85","country_code":"TN","type":"facility","lineage":["https://openalex.org/I4210119561"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Wyssem Fathallah","raw_affiliation_strings":["Route de Tunis, cité El-Ons,Advanced Technologies for Image and Signal Processing (ATISP) -UR17ES41,Sfax,Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Route de Tunis, cité El-Ons,Advanced Technologies for Image and Signal Processing (ATISP) -UR17ES41,Sfax,Tunisia","institution_ids":["https://openalex.org/I4210119561"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077886523","display_name":"Hiba Mzoughi","orcid":"https://orcid.org/0000-0002-2664-9962"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Hiba Mzoughi","raw_affiliation_strings":["University of Tunis El Manar,LR-Sys’Com-ENIT Communications Systems LR-99-ES21 Ecole Nationale d’Ingénieurs de Tunis,Tunis,Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tunis El Manar,LR-Sys’Com-ENIT Communications Systems LR-99-ES21 Ecole Nationale d’Ingénieurs de Tunis,Tunis,Tunisia","institution_ids":["https://openalex.org/I108714496","https://openalex.org/I63596082"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038450229","display_name":"Sawsan Selmi","orcid":"https://orcid.org/0000-0002-6723-5723"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Sawsan Selmi","raw_affiliation_strings":["Carthage University,Innovation of Communication and Cooperative Mobiles (Innov’Com) Laboratory (SUP’COM -LR11/TIC03), Higher School of Communication of Tunis,Ariana,Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carthage University,Innovation of Communication and Cooperative Mobiles (Innov’Com) Laboratory (SUP’COM -LR11/TIC03), Higher School of Communication of Tunis,Ariana,Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031951295","display_name":"Abdelbaki Souid","orcid":"https://orcid.org/0000-0002-4820-231X"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Abdelbaki Souid","raw_affiliation_strings":["University of Tunis El Manar,LR-Sys’Com-ENIT Communications Systems LR-99-ES21 Ecole Nationale d’Ingénieurs de Tunis,Tunis,Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tunis El Manar,LR-Sys’Com-ENIT Communications Systems LR-99-ES21 Ecole Nationale d’Ingénieurs de Tunis,Tunis,Tunisia","institution_ids":["https://openalex.org/I108714496","https://openalex.org/I63596082"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077504804","display_name":"H\u00e9di Sakli","orcid":"https://orcid.org/0000-0002-7702-6781"},"institutions":[{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Hedi Sakli","raw_affiliation_strings":["University of Tunis El Manar,LR-Sys’Com-ENIT Communications Systems LR-99-ES21 ENIT,Tunis,Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tunis El Manar,LR-Sys’Com-ENIT Communications Systems LR-99-ES21 ENIT,Tunis,Tunisia","institution_ids":["https://openalex.org/I63596082"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21639945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1174","last_page":"1179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9718999862670898,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9718999862670898,"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/cad","display_name":"CAD","score":0.8257654309272766},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.6564993858337402},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.5237381458282471},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.5056352615356445},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4826551079750061},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4739573001861572},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.18642258644104004},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.18606719374656677},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11823150515556335}],"concepts":[{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.8257654309272766},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.6564993858337402},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.5237381458282471},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5056352615356445},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4826551079750061},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4739573001861572},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.18642258644104004},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.18606719374656677},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11823150515556335}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc65282.2025.11059573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc65282.2025.11059573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2559794190","https://openalex.org/W2963466845","https://openalex.org/W3080833865","https://openalex.org/W3124375766","https://openalex.org/W3127743092","https://openalex.org/W3149310938","https://openalex.org/W3159693056","https://openalex.org/W3205172723","https://openalex.org/W4200002188","https://openalex.org/W4282000784","https://openalex.org/W4285813924","https://openalex.org/W4288696367","https://openalex.org/W4310706120","https://openalex.org/W4387307331","https://openalex.org/W4400015509","https://openalex.org/W4402237637","https://openalex.org/W4404330357","https://openalex.org/W4409494035"],"related_works":["https://openalex.org/W1589419489","https://openalex.org/W4229543669","https://openalex.org/W1783185948","https://openalex.org/W615772105","https://openalex.org/W2999505641","https://openalex.org/W2401866201","https://openalex.org/W2945629533","https://openalex.org/W1554029525","https://openalex.org/W2013631688","https://openalex.org/W2553942461"],"abstract_inverted_index":{"Detecting":[0],"lung":[1,21,35,126],"pathologies":[2],"from":[3,89],"chest":[4,90],"radiographs":[5],"effectively":[6],"requires":[7],"advanced":[8,72],"feature":[9,120],"representation.":[10],"Imaging":[11],"techniques":[12],"such":[13],"as":[14,171,173,184],"X-rays":[15],"provide":[16],"essential,":[17],"non-invasive":[18],"insights":[19],"into":[20],"anomalies.":[22],"Even":[23],"the":[24,51,58,100,137],"advances":[25],"in":[26,33,43,178],"deep":[27],"learning":[28],"have":[29],"shown":[30],"strong":[31],"potential":[32,166],"improving":[34],"pathology":[36],"detection":[37,103,115],"by":[38],"autonomously":[39],"identifying":[40],"complex":[41],"patterns":[42],"medical":[44],"imaging,":[45],"challenges":[46],"remain,":[47],"particularly":[48],"due":[49],"to":[50,60,145,167,182],"requirement":[52],"for":[53,78,188],"extensive":[54],"labeled":[55],"datasets":[56],"and":[57,82,117,127],"sensitivity":[59],"data":[61],"biases,":[62],"which":[63],"can":[64],"affect":[65],"model":[66,104],"performance.":[67],"This":[68,110],"study":[69],"introduces":[70],"an":[71,156],"Deep":[73],"Learning":[74],"Based-Computer-Assisted":[75],"Diagnosis":[76],"tool":[77],"high-accuracy,":[79],"automatic":[80],"identification":[81],"classification":[83],"of":[84,125,159],"14":[85],"distinct":[86],"thoracic":[87,128],"abnormalities":[88],"radiology":[91],"images.":[92],"Our":[93],"methodology":[94],"employs":[95],"a":[96,106,132,140,148,185],"two-stage":[97],"approach,":[98],"integrating":[99],"YOLOv10":[101],"object":[102],"with":[105],"pre-trained":[107],"EfficientNetB0":[108],"architecture.":[109],"combination":[111],"harnesses":[112],"YOLOv10's":[113],"robust":[114],"capabilities":[116],"EfficientNetB0's":[118],"efficient":[119],"extraction,":[121],"enabling":[122],"precise":[123],"analysis":[124],"regions.":[129],"Evaluated":[130],"on":[131],"publicly":[133],"available":[134],"benchmark":[135],"dataset,":[136],"system":[138],"achieved":[139],"mean":[141],"average":[142],"precision":[143,158],"equal":[144],"0.488":[146],"at":[147],"0.9,":[149],"outperforming":[150],"existing":[151],"models.":[152],"Additionally,":[153],"it":[154,174],"attained":[155],"overall":[157],"0.864":[160],"across":[161],"all":[162],"pathologies,":[163],"demonstrating":[164],"its":[165],"enhance":[168],"diagnostic":[169],"decision-making":[170],"well":[172],"could":[175],"be":[176],"adopted":[177],"clinical":[179],"diagnosis":[180],"routines":[181],"serve":[183],"second":[186],"opinion":[187],"radiologists.":[189]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}