{"id":"https://openalex.org/W4404030616","doi":"https://doi.org/10.1109/icccnt61001.2024.10724101","title":"Lung tumor detection using modified EfficientNet-B1","display_name":"Lung tumor detection using modified EfficientNet-B1","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404030616","doi":"https://doi.org/10.1109/icccnt61001.2024.10724101"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10724101","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10724101","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/A5114515841","display_name":"K. ManojSenthil","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"K. ManojSenthil","raw_affiliation_strings":["Kongu Engineering College,Department of Electronics and Communication Engineering,Erode,India"],"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Electronics and Communication Engineering,Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087702948","display_name":"T. Meeradevi","orcid":"https://orcid.org/0000-0003-4989-4028"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"T. Meeradevi","raw_affiliation_strings":["Kongu Engineering College,Department of Electronics and Communication Engineering,Erode,India"],"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Electronics and Communication Engineering,Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073516843","display_name":"Ravi Samikannu","orcid":"https://orcid.org/0000-0002-6945-6562"},"institutions":[{"id":"https://openalex.org/I216286881","display_name":"Botswana International University of Science and Technology","ror":"https://ror.org/04cr2sq58","country_code":"BW","type":"education","lineage":["https://openalex.org/I216286881"]}],"countries":["BW"],"is_corresponding":false,"raw_author_name":"Ravi Samikannu","raw_affiliation_strings":["Botswana International University of Science and Technology,Department of Electrical and Communications Systems Engineering,Palapye,Botswana"],"affiliations":[{"raw_affiliation_string":"Botswana International University of Science and Technology,Department of Electrical and Communications Systems Engineering,Palapye,Botswana","institution_ids":["https://openalex.org/I216286881"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075339735","display_name":"Nithin Anand","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"N. Anand","raw_affiliation_strings":["Kongu Engineering College,Bachelor of Engineering,Department of Electronics and Communication Engineering,Erode,India"],"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Bachelor of Engineering,Department of Electronics and Communication Engineering,Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114515842","display_name":"V.S. Dharanimukhi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V.S. Dharanimukhi","raw_affiliation_strings":["Kongu Engineering College,Bachelor of Engineering,Department of Electronics and Communication Engineering,Erode,India"],"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Bachelor of Engineering,Department of Electronics and Communication Engineering,Erode,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050062122","display_name":"S. Dhivya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Dhivya","raw_affiliation_strings":["Kongu Engineering College,Bachelor of Engineering,Department of Electronics and Communication Engineering,Erode,India"],"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Bachelor of Engineering,Department of Electronics and Communication Engineering,Erode,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5114515841"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7563,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73061652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.8515999913215637,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.8515999913215637,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8036999702453613,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.7429999709129333,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.6136334538459778},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.510662853717804},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16605907678604126},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08282420039176941}],"concepts":[{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.6136334538459778},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.510662853717804},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16605907678604126},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08282420039176941}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10724101","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10724101","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":[{"score":0.6000000238418579,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2739095205","https://openalex.org/W2983132969","https://openalex.org/W2997947674","https://openalex.org/W3015428699","https://openalex.org/W3015543711","https://openalex.org/W3102814955","https://openalex.org/W3126588155","https://openalex.org/W3126770197","https://openalex.org/W3138985726","https://openalex.org/W3168785920","https://openalex.org/W3178403553","https://openalex.org/W4206373959","https://openalex.org/W4284692059","https://openalex.org/W4297464252","https://openalex.org/W4306894184","https://openalex.org/W4309730489","https://openalex.org/W4312792385","https://openalex.org/W4313357378","https://openalex.org/W4360943404","https://openalex.org/W4385692889","https://openalex.org/W4386397948"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Lung":[0],"cancer":[1,22,67],"has":[2],"the":[3,9,31,40,60,90,107,117,121,159,167,174,182,187,191],"greatest":[4],"death":[5],"rate":[6],"and":[7,33,139,153,184,217,245],"is":[8,114,147,164,207,234,243],"foremost":[10],"predominant":[11],"sort":[12],"of":[13,28,39,52,93,120,127,150,158,169,179,186,201,229],"cancer.":[14,85],"CT":[15,37],"scans":[16,38],"are":[17,56],"utilized":[18],"to":[19,48,105,165,181,190],"diagnose":[20],"lung":[21,66,84],"because":[23,241],"it":[24,242],"produces":[25],"detailed":[26],"pictures":[27],"tumors":[29],"within":[30],"body":[32],"track":[34],"their":[35],"development.":[36],"lungs":[41],"were":[42,103],"handled":[43],"using":[44],"Computer-Aided":[45],"Diagnosis":[46],"(CAD)":[47],"identify":[49],"any":[50],"sign":[51],"harm.":[53],"The":[54,86,99,111,142,156,177,194,203,219,231],"tests":[55],"carried":[57],"out":[58],"on":[59,78],"\u201cIQOTH/NCCD\u201d":[61],"dataset":[62],"for":[63,236],"persons":[64],"with":[65,209],"who":[68],"have":[69,83],"been":[70],"classified":[71],"as":[72],"benign,":[73],"malignant,":[74],"or":[75,80],"normal":[76],"depending":[77],"whether":[79],"not":[81],"they":[82],"EfficientNet-B1":[87,123,196,206,221],"network":[88],"takes":[89],"input":[91,112],"image":[92,113,171],"size":[94],"$240":[95],"\\times":[96],"240$":[97],"pixels.":[98],"data":[100],"augmentation":[101],"techniques":[102],"used":[104,148],"address":[106],"class":[108],"imbalance":[109],"issue.":[110],"passed":[115],"through":[116],"seven":[118],"blocks":[119],"Modified":[122,195,220],"architecture":[124],"that":[125],"consists":[126],"Convolutional":[128],"layers,":[129,133],"Mobile":[130],"Inverted":[131],"Bottleneck":[132],"Global":[134,143,160],"average":[135,144,154,161],"pooling":[136,145,152,162],"2D,":[137],"Dropout":[138],"Dense":[140],"layer.":[141],"2D":[146],"instead":[149],"max":[151],"pooling.":[155],"purpose":[157],"layer":[163],"diminish":[166],"dimensionality":[168],"an":[170,199],"by":[172],"compressing":[173],"pixel":[175],"values.":[176],"addition":[178],"layers":[180],"block":[183],"modification":[185],"hyperparameters":[188],"lead":[189],"increased":[192],"accuracy.":[193,230],"model":[197],"achieved":[198],"accuracy":[200],"99.4%.":[202],"proposed":[204],"modified":[205],"compared":[208],"other":[210,225,250],"pre-trained":[211],"CNN":[212],"models":[213],"like":[214],"VGG19,":[215],"EfficientNet-B0":[216],"EfficientNet-B1.":[218],"performs":[222],"better":[223],"than":[224,249],"CNNs":[226],"in":[227],"terms":[228],"suggested":[232],"approach":[233],"employed":[235],"widespread":[237],"clinical":[238],"setting":[239],"deployment":[240],"fast":[244],"requires":[246],"less":[247],"parameters":[248],"CNN-based":[251],"models.":[252]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-22T08:09:32.410652","created_date":"2025-10-10T00:00:00"}