{"id":"https://openalex.org/W4366288332","doi":"https://doi.org/10.1016/j.rineng.2023.101111","title":"Lung cancer disease prediction with CT scan and histopathological images feature analysis using deep learning techniques","display_name":"Lung cancer disease prediction with CT scan and histopathological images feature analysis using deep learning techniques","publication_year":2023,"publication_date":"2023-04-18","ids":{"openalex":"https://openalex.org/W4366288332","doi":"https://doi.org/10.1016/j.rineng.2023.101111"},"language":"en","primary_location":{"id":"doi:10.1016/j.rineng.2023.101111","doi":"https://doi.org/10.1016/j.rineng.2023.101111","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.rineng.2023.101111","pdf_url":null,"source":{"id":"https://openalex.org/S4210226253","display_name":"Results in Engineering","issn_l":"2590-1230","issn":["2590-1230"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-20"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Results in Engineering","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4366288332"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.rineng.2023.101111","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068573207","display_name":"Vani Rajasekar","orcid":"https://orcid.org/0000-0003-1851-6526","observed_orcids":["https://orcid.org/0000-0003-1851-6526"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vani Rajasekar","raw_affiliation_strings":["Department of Computer Science and Engineering, Kongu Engineering College, Erode, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kongu Engineering College, Erode, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005167559","display_name":"M. P. Vaishnnave","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I43814544","display_name":"Sathyabama Institute of Science and Technology","ror":"https://ror.org/01defpn95","country_code":"IN","type":"education","lineage":["https://openalex.org/I43814544"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M.P. Vaishnnave","raw_affiliation_strings":["Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, India","institution_ids":["https://openalex.org/I43814544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062120852","display_name":"Sivakumar Premkumar","orcid":"https://orcid.org/0000-0001-9350-3819","observed_orcids":["https://orcid.org/0000-0001-9350-3819"]},"institutions":[{"id":"https://openalex.org/I155125381","display_name":"Galgotias University","ror":"https://ror.org/02w8ba206","country_code":"IN","type":"education","lineage":["https://openalex.org/I155125381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Premkumar","raw_affiliation_strings":["Department of Computer Science and Engineering, Galgotias University, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Galgotias University, Uttar Pradesh, India","institution_ids":["https://openalex.org/I155125381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026756310","display_name":"Velliangiri Sarveshwaran","orcid":"https://orcid.org/0000-0001-9273-8181","observed_orcids":["https://orcid.org/0000-0001-9273-8181"]},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Velliangiri Sarveshwaran","raw_affiliation_strings":["Department of Computational Intelligence, SRM Institute of Science and Technology, Kattankulathur Campus, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computational Intelligence, SRM Institute of Science and Technology, Kattankulathur Campus, Chennai, India","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013009081","display_name":"V. Rangaraaj","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V. Rangaraaj","raw_affiliation_strings":["Department of Computer Science and Engineering, Kongu Engineering College, Erode, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kongu Engineering College, Erode, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026756310"],"corresponding_institution_ids":["https://openalex.org/I145286018"],"apc_list":{"value":1210,"currency":"USD","value_usd":1210},"apc_paid":{"value":1210,"currency":"USD","value_usd":1210},"fwci":13.3904,"has_fulltext":false,"cited_by_count":193,"citation_normalized_percentile":{"value":0.99303849,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"18","issue":null,"first_page":"101111","last_page":"101111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":1.0,"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"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":9.999999747378752e-05,"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":0.0,"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/lung-cancer","display_name":"lung cancer","score":0.9300000071525574},{"id":"https://openalex.org/keywords/lymph-node-metastasis-detection","display_name":"lymph node metastasis detection","score":0.7319999933242798},{"id":"https://openalex.org/keywords/histopathological-images","display_name":"histopathological images","score":0.8199999928474426},{"id":"https://openalex.org/keywords/ct-images","display_name":"CT images","score":0.8920000195503235},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.5049999952316284},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9649999737739563},{"id":"https://openalex.org/keywords/vgg16","display_name":"VGG16","score":0.8840000033378601},{"id":"https://openalex.org/keywords/inception-v3","display_name":"InceptionV3","score":0.8560000061988831},{"id":"https://openalex.org/keywords/resnet-50","display_name":"ResNet50","score":0.9929999709129333},{"id":"https://openalex.org/keywords/early-diagnosis","display_name":"early diagnosis","score":0.5109999775886536}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7557732462882996},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7047175168991089},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6844601035118103},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.6078256964683533},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6004292964935303},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5406702160835266},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5310110449790955},{"id":"https://openalex.org/C2780849966","wikidata":"https://www.wikidata.org/wiki/Q170758","display_name":"Lymph node","level":2,"score":0.5085564851760864},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5038289427757263},{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.45921561121940613},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.42729681730270386},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3530395030975342},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.32812291383743286},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.284504771232605},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2715336084365845},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.06879159808158875},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.rineng.2023.101111","doi":"https://doi.org/10.1016/j.rineng.2023.101111","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.rineng.2023.101111","pdf_url":null,"source":{"id":"https://openalex.org/S4210226253","display_name":"Results in Engineering","issn_l":"2590-1230","issn":["2590-1230"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-20"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Results in Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2f757f33a3c34a8aaf35a086a251f19b","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/2f757f33a3c34a8aaf35a086a251f19b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Results in Engineering, Vol 18, Iss , Pp 101111- (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.rineng.2023.101111","doi":"https://doi.org/10.1016/j.rineng.2023.101111","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.rineng.2023.101111","pdf_url":null,"source":{"id":"https://openalex.org/S4210226253","display_name":"Results in Engineering","issn_l":"2590-1230","issn":["2590-1230"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-20"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Results in Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.9391000270843506,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2760946358","https://openalex.org/W2897821359","https://openalex.org/W2899504557","https://openalex.org/W2902712933","https://openalex.org/W2903150666","https://openalex.org/W2915841953","https://openalex.org/W2940487144","https://openalex.org/W2946185430","https://openalex.org/W2980781256","https://openalex.org/W2985928856","https://openalex.org/W3015428699","https://openalex.org/W3021898219","https://openalex.org/W3031635948","https://openalex.org/W3049564397","https://openalex.org/W3081550521","https://openalex.org/W3095358211","https://openalex.org/W3118768600","https://openalex.org/W3123223625","https://openalex.org/W3138985726","https://openalex.org/W3139130539","https://openalex.org/W3139747270","https://openalex.org/W4206270465","https://openalex.org/W4221099235","https://openalex.org/W4232762699","https://openalex.org/W4244218861","https://openalex.org/W4246447493","https://openalex.org/W4246608792","https://openalex.org/W4254160618"],"related_works":["https://openalex.org/W4389544941","https://openalex.org/W4403654402","https://openalex.org/W4386984119","https://openalex.org/W4317565038","https://openalex.org/W7131283915","https://openalex.org/W4380148812","https://openalex.org/W4385886652","https://openalex.org/W4412466069","https://openalex.org/W4387006240","https://openalex.org/W4392911917"],"abstract_inverted_index":{"Lung":[0],"cancer":[1],"is":[2,37,116,134],"characterized":[3],"by":[4],"the":[5,11,20,26,49,55,89,131],"uncontrollable":[6],"growth":[7],"of":[8,16,34,40,51,57],"cells":[9,18],"in":[10,19,44,74,88],"lung":[12],"tissues.":[13],"Early":[14],"diagnosis":[15,46],"malignant":[17],"lungs,":[21],"which":[22],"provide":[23],"oxygen":[24],"to":[25],"human":[27],"body":[28],"and":[29,47,111,123],"excrete":[30],"carbon":[31],"dioxide":[32],"because":[33],"important":[35],"processes,":[36],"critical.":[38],"Because":[39],"its":[41],"potential":[42],"importance":[43],"patient":[45],"treatment,":[48],"use":[50],"deep":[52,94],"learning":[53,95],"for":[54,141],"identification":[56],"lymph":[58],"node":[59],"involvement":[60],"on":[61,119],"histopathological":[62,124,137],"slides":[63],"has":[64],"attracted":[65],"widespread":[66],"attention.":[67],"The":[68,82,113,126],"existing":[69],"algorithm":[70,115],"performs":[71],"considerably":[72],"less":[73],"recognition":[75],"accuracy,":[76],"precision,":[77],"sensitivity,":[78],"F-Score,":[79],"Specificity,":[80],"etc.":[81],"proposed":[83,114],"methodology":[84],"shows":[85,129],"enhanced":[86],"performance":[87],"metrics":[90],"with":[91],"six":[92],"different":[93],"algorithms":[96],"like":[97],"Convolution":[98],"Neural":[99],"Network":[100],"(CNN),":[101],"CNN":[102],"Gradient":[103],"Descent":[104],"(CNN":[105],"GD),":[106],"VGG-16,":[107],"VGG-19,":[108],"Inception":[109],"V3":[110],"Resnet-50.":[112],"analyzed":[117],"based":[118],"CT":[120],"scan":[121],"images":[122],"images.":[125],"result":[127],"analysis":[128],"that":[130],"detection":[132],"accuracy":[133],"better":[135],"when":[136],"tissues":[138],"are":[139],"considered":[140],"analysis.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":42},{"year":2025,"cited_by_count":88},{"year":2024,"cited_by_count":54},{"year":2023,"cited_by_count":9}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2023-04-20T00:00:00"}
