{"id":"https://openalex.org/W4404032776","doi":"https://doi.org/10.1109/icccnt61001.2024.10726155","title":"Deep Learning-based Multiclass Classification of Viral, Bacterial, Pneumonia and Healthy Lungs from Chest Radiographs","display_name":"Deep Learning-based Multiclass Classification of Viral, Bacterial, Pneumonia and Healthy Lungs from Chest Radiographs","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404032776","doi":"https://doi.org/10.1109/icccnt61001.2024.10726155"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10726155","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10726155","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5114512192","display_name":"R.J. Dpremalatha","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"R.J. Dpremalatha","raw_affiliation_strings":["Kongu Engineering College,Department of Information Technology,Erode,India"],"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Information Technology,Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047476574","display_name":"D. Kayethri","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"D Kayethri","raw_affiliation_strings":["Kongu Engineering College,Department of Information Technology,Erode,India"],"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Information Technology,Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114512193","display_name":"R.M. Ddhavamani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R.M. Ddhavamani","raw_affiliation_strings":["Kongu Engineering College,Department of Maths,Erode,India"],"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Maths,Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024143930","display_name":"D. Gokulraj","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"D T Gokulraj","raw_affiliation_strings":["Kongu Engineering College,Department of Information Technology,Erode,India"],"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Information Technology,Erode,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5094188466","display_name":"Guna Sekaran Jaganathan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G Jaganathan","raw_affiliation_strings":["Kongu Engineering College,Department of Information Technology,Erode,India"],"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Information Technology,Erode,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5114512192"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33054302,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9940000176429749,"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":0.9940000176429749,"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":0.9398999810218811,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9099000096321106,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/radiography","display_name":"Radiography","score":0.7349104285240173},{"id":"https://openalex.org/keywords/pneumonia","display_name":"Pneumonia","score":0.7061179876327515},{"id":"https://openalex.org/keywords/viral-pneumonia","display_name":"Viral pneumonia","score":0.5726161003112793},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5332018733024597},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.479495108127594},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4603256285190582},{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"Multiclass classification","score":0.4502878487110138},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4478163719177246},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4405207335948944},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.36484628915786743},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.35879042744636536},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.3359799385070801},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.19025960564613342},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.11998271942138672},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.09556230902671814}],"concepts":[{"id":"https://openalex.org/C36454342","wikidata":"https://www.wikidata.org/wiki/Q245341","display_name":"Radiography","level":2,"score":0.7349104285240173},{"id":"https://openalex.org/C2777914695","wikidata":"https://www.wikidata.org/wiki/Q12192","display_name":"Pneumonia","level":2,"score":0.7061179876327515},{"id":"https://openalex.org/C2778158872","wikidata":"https://www.wikidata.org/wiki/Q2603200","display_name":"Viral pneumonia","level":5,"score":0.5726161003112793},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5332018733024597},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.479495108127594},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4603256285190582},{"id":"https://openalex.org/C123860398","wikidata":"https://www.wikidata.org/wiki/Q6934605","display_name":"Multiclass classification","level":3,"score":0.4502878487110138},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4478163719177246},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4405207335948944},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.36484628915786743},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.35879042744636536},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.3359799385070801},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.19025960564613342},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.11998271942138672},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.09556230902671814},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10726155","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10726155","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2229512561","https://openalex.org/W2513367050","https://openalex.org/W2565038447","https://openalex.org/W2798251715","https://openalex.org/W2804390575","https://openalex.org/W2983154683","https://openalex.org/W3014206051","https://openalex.org/W3024173052","https://openalex.org/W3025953162"],"related_works":["https://openalex.org/W3105985586","https://openalex.org/W2411902499","https://openalex.org/W4297152064","https://openalex.org/W2372777018","https://openalex.org/W2926242485","https://openalex.org/W1517995129","https://openalex.org/W2560654089","https://openalex.org/W3192668266","https://openalex.org/W3025471795","https://openalex.org/W3107765446"],"abstract_inverted_index":{"The":[0,22,36,58],"COVID-19":[1,27],"pandemic":[2],"has":[3],"increased":[4],"interest":[5],"in":[6,105],"computer-aided":[7],"diagnosis":[8],"(CAD),particularly":[9],"the":[10,29,34,53,75,79,94,100,112],"use":[11],"of":[12,31,38,55,67,78,87,102,114],"X":[13],"ray":[14],"images":[15],"to":[16,42],"diagnose":[17],"and":[18,26,48,110],"classify":[19],"lung":[20,56,107],"diseases.":[21],"overlap":[23],"between":[24],"pneumonia":[25],"demonstrates":[28],"importance":[30],"CAD":[32],"during":[33],"epidemic.":[35],"purpose":[37],"this":[39],"study":[40],"is":[41,82,91],"assess":[43],"how":[44],"well-suited":[45],"individual":[46],"models":[47],"model":[49,81],"combinations":[50],"are":[51],"for":[52],"classification":[54],"illnesses.":[57],"results":[59,98],"showed":[60],"that":[61],"InceptionResNet_V2":[62],"achieved":[63],"an":[64],"F1":[65,76],"result":[66],"93.52":[68],"%":[69],"when":[70],"used":[71],"alone.":[72],"In":[73],"addition,":[74],"score":[77],"combined":[80],"at":[83],"a":[84],"high":[85],"level":[86],"94.84":[88],"%,":[89],"which":[90],"better":[92],"than":[93],"single":[95],"model.":[96],"These":[97],"demonstrate":[99],"effectiveness":[101],"joint":[103],"systems":[104],"improving":[106],"disease":[108],"accuracy":[109],"thus":[111],"potential":[113],"CADsystems.":[115]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}