{"id":"https://openalex.org/W4381382134","doi":"https://doi.org/10.3233/jifs-231176","title":"Breast cancer diagnosis using Orca predation optimization algorithm","display_name":"Breast cancer diagnosis using Orca predation optimization algorithm","publication_year":2023,"publication_date":"2023-06-20","ids":{"openalex":"https://openalex.org/W4381382134","doi":"https://doi.org/10.3233/jifs-231176"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-231176","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-231176","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-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/A5000364726","display_name":"P. Kaladevi","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"P. Kaladevi","raw_affiliation_strings":["Department of Computer Science and Engineering, K.S. Rangasamy College of Technology, Tiruchengode, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, K.S. Rangasamy College of Technology, Tiruchengode, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016165213","display_name":"V.V. Punitha","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V.V. Punitha","raw_affiliation_strings":["Department of Computer Science and Engineering, K.S. Rangasamy College of Technology, Tiruchengode, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, K.S. Rangasamy College of Technology, Tiruchengode, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020134358","display_name":"D. Muthusankar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"D. Muthusankar","raw_affiliation_strings":["Department of Computer Science and Engineering, K.S. Rangasamy College of Technology, Tiruchengode, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, K.S. Rangasamy College of Technology, Tiruchengode, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015262029","display_name":"RVS Praveen","orcid":null},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. Praveen","raw_affiliation_strings":["Department of Computer Technology, Madras Institute of Technology Campus, Anna University, Chennai, TamilNadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Technology, Madras Institute of Technology Campus, Anna University, Chennai, TamilNadu, India","institution_ids":["https://openalex.org/I33585257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000364726"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.7188,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.96891285,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"45","issue":"3","first_page":"3855","last_page":"3873"},"is_retracted":true,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9994999766349792,"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":0.9994999766349792,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9782999753952026,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9775000214576721,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.6793445348739624},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6231085658073425},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.618645429611206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6101327538490295},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5639641284942627},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.5530081391334534},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5302419662475586},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.4984431266784668},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.4632498025894165},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.44933104515075684},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44689494371414185},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3717057406902313},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.25746065378189087},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1834145486354828},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10591882467269897},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08154630661010742},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.08032119274139404}],"concepts":[{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.6793445348739624},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6231085658073425},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.618645429611206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6101327538490295},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5639641284942627},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.5530081391334534},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5302419662475586},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.4984431266784668},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4632498025894165},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.44933104515075684},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44689494371414185},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3717057406902313},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.25746065378189087},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1834145486354828},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10591882467269897},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08154630661010742},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.08032119274139404},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-231176","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-231176","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5799999833106995,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2998358103","https://openalex.org/W3004970330","https://openalex.org/W3009210879","https://openalex.org/W3015144381","https://openalex.org/W3049458615","https://openalex.org/W3091986220","https://openalex.org/W3093747015","https://openalex.org/W3120249732","https://openalex.org/W3133988528","https://openalex.org/W3136420378","https://openalex.org/W3148432408","https://openalex.org/W3184173236","https://openalex.org/W3209919935","https://openalex.org/W3212634131","https://openalex.org/W4200034085","https://openalex.org/W4205330507","https://openalex.org/W4220762438","https://openalex.org/W4220884535","https://openalex.org/W4224997489","https://openalex.org/W4280602772","https://openalex.org/W4281762393","https://openalex.org/W4282548138","https://openalex.org/W4282932342","https://openalex.org/W4285733476","https://openalex.org/W4292381096","https://openalex.org/W4295066572","https://openalex.org/W4307166280","https://openalex.org/W4309042632","https://openalex.org/W6838802509","https://openalex.org/W6839072609","https://openalex.org/W6841620347","https://openalex.org/W6846424730"],"related_works":["https://openalex.org/W2140186469","https://openalex.org/W4390421286","https://openalex.org/W4280563792","https://openalex.org/W4389724018","https://openalex.org/W4318719684","https://openalex.org/W4318559728","https://openalex.org/W4206951940","https://openalex.org/W4293868382","https://openalex.org/W4382602594","https://openalex.org/W4387850423"],"abstract_inverted_index":{"Early":[0],"detection":[1,83],"and":[2,52,163,197,240],"classification":[3,53,78,156,190],"of":[4,21,50,54,84,138,146,151,158,161,165,192,195,199],"breast":[5,26,87,148],"cancer":[6,27,88],"can":[7],"be":[8],"facilitated":[9],"to":[10,96,130,169,202,212],"initiate":[11],"the":[12,17,43,48,69,81,91,98,103,110,114,126,132,139,144,170,178,203,219,223],"most":[13],"effective":[14,82],"treatment.":[15],"As":[16,109],"second":[18],"leading":[19],"cause":[20],"death":[22],"among":[23],"women,":[24],"early":[25],"screening":[28],"is":[29,94,210],"essential":[30],"for":[31,46,80,102,218],"reducing":[32],"mortality":[33],"rates.":[34],"In":[35],"this":[36],"context,":[37],"Convolutional":[38],"neural":[39],"networks":[40],"(CNNs)":[41],"are":[42],"ideal":[44],"candidate":[45],"increasing":[47],"rate":[49],"identification":[51],"tumours":[55],"with":[56,68,125],"efficiency,":[57],"particularly":[58],"in":[59,86,167],"medical":[60],"imaging.":[61],"This":[62],"research":[63],"proposes":[64],"a":[65,76,118],"hybridised":[66],"CNN":[67,105,112],"Orca":[70],"Predation":[71],"Optimization":[72,229,233],"Algorithm":[73,230,234],"(OPOA)":[74],"as":[75],"novel":[77],"model":[79,116,142,187],"abnormalities":[85],"diagnosis.":[89],"Specifically,":[90],"OPOA":[92,124,208],"technique":[93],"used":[95],"determine":[97],"optimal":[99,215],"hyperparameter":[100,216],"values":[101,217],"hybrid":[104],"architecture":[106,221],"being":[107],"deployed.":[108],"pretrained":[111],"model,":[113],"suggested":[115],"utilizeds":[117],"ResNet50":[119,127,220],"residual":[120,128],"network.":[121],"It":[122],"merged":[123],"network":[129],"construct":[131],"OPOA-ResNet-50":[133,141,186],"Architecture.":[134],"The":[135,173,206],"experimental":[136],"validation":[137],"proposed":[140,179],"utilising":[143],"datasets":[145],"curated":[147],"imaging":[149],"subset":[150],"DDSM":[152],"(CBIS-DDSM)":[153],"shown":[154],"improved":[155],"accuracy":[157,191],"99.04%,":[159],"specificity":[160,194],"98.56%,":[162],"sensitivity":[164,198],"97.78%":[166],"comparison":[168],"baseline":[171],"techniques.":[172],"results":[174],"also":[175],"revealed":[176],"that":[177],"under":[180],"mammographic":[181],"image":[182],"analysis":[183],"society":[184],"(MIAS)":[185],"demonstrated":[188],"superior":[189],"98.64%,":[193],"98.79%,":[196],"98.82%":[200],"compared":[201],"benchmarked":[204],"methods.":[205],"adopted":[207],"algorithm":[209,243],"determined":[211],"achieve":[213],"more":[214],"than":[222],"comparative":[224],"algorithms":[225],"Improved":[226],"Marine":[227],"Predator":[228],"(IMPOA),":[231],"Whale":[232],"(WOA),":[235],"Harris":[236],"hawk\u2019s":[237],"optimization":[238],"(HHO),":[239],"gravitational":[241],"search":[242],"(GSA).":[244]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":8}],"updated_date":"2026-03-05T09:29:38.588285","created_date":"2025-10-10T00:00:00"}
