{"id":"https://openalex.org/W4386248602","doi":"https://doi.org/10.1109/icsse58758.2023.10227196","title":"Deep Convolutional Neural Networks and Transfer Learning Based Approach for Lung Cancer Detection from CT Scan Images","display_name":"Deep Convolutional Neural Networks and Transfer Learning Based Approach for Lung Cancer Detection from CT Scan Images","publication_year":2023,"publication_date":"2023-07-27","ids":{"openalex":"https://openalex.org/W4386248602","doi":"https://doi.org/10.1109/icsse58758.2023.10227196"},"language":"en","primary_location":{"id":"doi:10.1109/icsse58758.2023.10227196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsse58758.2023.10227196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on System Science and Engineering (ICSSE)","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/A5112951305","display_name":"Md. Ahasanul Islam","orcid":null},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md. Ahasanul Islam","raw_affiliation_strings":["North South University,Department of Electrical and Computer Engineering,Dhaka,Bangladesh,1229"],"affiliations":[{"raw_affiliation_string":"North South University,Department of Electrical and Computer Engineering,Dhaka,Bangladesh,1229","institution_ids":["https://openalex.org/I157386601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104162032","display_name":"Samreen Sohail","orcid":null},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Samreen Sohail","raw_affiliation_strings":["North South University,Department of Electrical and Computer Engineering,Dhaka,Bangladesh,1229"],"affiliations":[{"raw_affiliation_string":"North South University,Department of Electrical and Computer Engineering,Dhaka,Bangladesh,1229","institution_ids":["https://openalex.org/I157386601"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109476737","display_name":"Shahnewaz Siddique","orcid":null},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shahnewaz Siddique","raw_affiliation_strings":["North South University,Department of Electrical and Computer Engineering,Dhaka,Bangladesh,1229"],"affiliations":[{"raw_affiliation_string":"North South University,Department of Electrical and Computer Engineering,Dhaka,Bangladesh,1229","institution_ids":["https://openalex.org/I157386601"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5112951305"],"corresponding_institution_ids":["https://openalex.org/I157386601"],"apc_list":null,"apc_paid":null,"fwci":0.7797,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75942018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"450","last_page":"455"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9993000030517578,"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":0.9976000189781189,"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/overfitting","display_name":"Overfitting","score":0.9665528535842896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7986541986465454},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7806133031845093},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7749577760696411},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7597866058349609},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7011970281600952},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.49148333072662354},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4721165895462036},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4413367509841919},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3772822916507721},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1338145136833191},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.10298925638198853}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.9665528535842896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7986541986465454},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7806133031845093},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7749577760696411},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7597866058349609},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7011970281600952},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.49148333072662354},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4721165895462036},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4413367509841919},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3772822916507721},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1338145136833191},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.10298925638198853}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsse58758.2023.10227196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsse58758.2023.10227196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on System Science and Engineering (ICSSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2144513842","https://openalex.org/W2622826443","https://openalex.org/W2884008556","https://openalex.org/W2903531862","https://openalex.org/W2913961394","https://openalex.org/W2940735435","https://openalex.org/W2985286907","https://openalex.org/W3003668884","https://openalex.org/W3013559682","https://openalex.org/W3120327591","https://openalex.org/W3127298451","https://openalex.org/W3172446274","https://openalex.org/W3180076059","https://openalex.org/W4205947740","https://openalex.org/W4285404792","https://openalex.org/W6762137342","https://openalex.org/W6790091576","https://openalex.org/W6798039869"],"related_works":["https://openalex.org/W3099765033","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W4390929683","https://openalex.org/W3133861977","https://openalex.org/W3183901164","https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W2951211570","https://openalex.org/W3192840557"],"abstract_inverted_index":{"A":[0],"recent":[1],"WHO":[2],"survey":[3],"ranked":[4],"lung":[5,22,49],"cancer":[6,23,50],"as":[7,27,170],"the":[8,44,91,120,144],"second":[9],"most":[10],"frequent":[11],"reason":[12],"for":[13],"death":[14],"worldwide.":[15],"As":[16],"a":[17,108,127],"result,":[18],"early":[19,28,162],"detection":[20,29,45],"of":[21,48,56,147],"has":[24],"become":[25],"essential,":[26],"can":[30],"save":[31],"many":[32],"lives.":[33],"Modern":[34],"approaches":[35],"to":[36,65,89,100,153],"deep":[37,92],"learning":[38],"and":[39,46,61,85,98,103,131,172],"image":[40],"processing":[41],"have":[42],"made":[43],"treatment":[47],"much":[51],"more":[52],"straightforward.":[53],"The":[54],"ability":[55],"convolutional":[57],"neural":[58],"networks":[59],"(CNNs)":[60],"transfer":[62],"learning-based":[63],"models":[64,79],"identify":[66],"Cancer":[67],"from":[68,123],"CT":[69],"scan":[70],"pictures":[71],"are":[72],"investigated":[73],"in":[74,159],"this":[75],"research.":[76],"Deep":[77],"CNN":[78,132],"already":[80],"trained,":[81],"like":[82],"ResNet50,":[83],"MobileNetV2,":[84],"VGG19,":[86],"were":[87,96],"employed":[88],"extract":[90],"features.":[93],"Two":[94],"datasets":[95],"collected":[97],"merged":[99],"increase":[101],"training":[102],"validation":[104],"datasets.":[105],"MobileNetV2":[106,142],"had":[107,113,126,133],"97%":[109],"accuracy":[110,117,129,135,148],"rate.":[111],"VGG19":[112],"an":[114],"almost":[115],"100%":[116],"rate,":[118,130],"but":[119],"Model":[121],"suffered":[122],"overfitting.":[124],"ResNet50":[125],"78%":[128],"99%":[134],"with":[136,149],"overfitting":[137,151],"issues.":[138],"Among":[139],"these":[140],"networks,":[141],"provided":[143],"highest":[145],"level":[146],"less":[150],"compared":[152],"other":[154,173],"models.":[155],"These":[156],"accuracies":[157],"assist":[158],"detecting":[160],"malignancies":[161],"before":[163],"they":[164],"cause":[165],"physical":[166],"side":[167],"effects":[168],"such":[169],"paralysis":[171],"complications.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}