{"id":"https://openalex.org/W4387366556","doi":"https://doi.org/10.14569/ijacsa.2023.0140962","title":"Feline Wolf Net: A Hybrid Lion-Grey Wolf Optimization Deep Learning Model for Ovarian Cancer Detection","display_name":"Feline Wolf Net: A Hybrid Lion-Grey Wolf Optimization Deep Learning Model for Ovarian Cancer Detection","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387366556","doi":"https://doi.org/10.14569/ijacsa.2023.0140962"},"language":"en","primary_location":{"id":"doi:10.14569/ijacsa.2023.0140962","doi":"https://doi.org/10.14569/ijacsa.2023.0140962","is_oa":true,"landing_page_url":"https://doi.org/10.14569/ijacsa.2023.0140962","pdf_url":"http://thesai.org/Downloads/Volume14No9/Paper_62-Feline_Wolf_Net_A_Hybrid_Lion_Grey_Wolf_Optimization.pdf","source":{"id":"https://openalex.org/S23629721","display_name":"International Journal of Advanced Computer Science and Applications","issn_l":"2156-5570","issn":["2156-5570","2158-107X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310311819","host_organization_name":"Science and Information Organization","host_organization_lineage":["https://openalex.org/P4310311819"],"host_organization_lineage_names":["Science and Information Organization"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Computer Science and Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://thesai.org/Downloads/Volume14No9/Paper_62-Feline_Wolf_Net_A_Hybrid_Lion_Grey_Wolf_Optimization.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068495898","display_name":"Moresh Mukhedkar","orcid":"https://orcid.org/0000-0002-3076-9334","observed_orcids":["https://orcid.org/0000-0002-3076-9334"]},"institutions":[{"id":"https://openalex.org/I4405262953","display_name":"Amity University Mumbai","ror":"https://ror.org/00k65bx67","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202","https://openalex.org/I4405262953"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Moresh Mukhedkar","raw_affiliation_strings":["Dept. of CSE-ASET, Amity University, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of CSE-ASET, Amity University, Maharashtra, India","institution_ids":["https://openalex.org/I4405262953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064246195","display_name":"Divya Rohatgi","orcid":"https://orcid.org/0009-0009-5570-0649","observed_orcids":["https://orcid.org/0009-0009-5570-0649"]},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Divya Rohatgi","raw_affiliation_strings":["Assistant Professor, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, 522502, A.P, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, 522502, A.P, India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034865596","display_name":"Veera Ankalu Vuyyuru","orcid":"https://orcid.org/0000-0003-0724-2419","observed_orcids":["https://orcid.org/0000-0003-0724-2419"]},"institutions":[{"id":"https://openalex.org/I149313025","display_name":"Vignan's Foundation for Science, Technology & Research","ror":"https://ror.org/03bzf1g85","country_code":"IN","type":"education","lineage":["https://openalex.org/I149313025"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Veera Ankalu Vuyyuru","raw_affiliation_strings":["Department of CSE, Vignan's Nirula Institute of Technology and Science for Women, Pedapalakaluru, Guntur-522005, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE, Vignan's Nirula Institute of Technology and Science for Women, Pedapalakaluru, Guntur-522005, Andhra Pradesh, India","institution_ids":["https://openalex.org/I149313025"]}]},{"author_position":"middle","author":{"id":null,"display_name":"K V S S Ramakrishna","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I51569856","display_name":"Sultan Zainal Abidin University","ror":"https://ror.org/00bnk2e50","country_code":"MY","type":"education","lineage":["https://openalex.org/I51569856"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"K V S S Ramakrishna","raw_affiliation_strings":["Faculty of Informatics and Computing, UniSZA University, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Computing, UniSZA University, Malaysia","institution_ids":["https://openalex.org/I51569856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004913719","display_name":"Yousef A. Baker El\u2013Ebiary","orcid":"https://orcid.org/0000-0002-4392-8015","observed_orcids":["https://orcid.org/0000-0002-4392-8015"]},"institutions":[{"id":"https://openalex.org/I4405260288","display_name":"Loyola Institute of Technology and Science","ror":"https://ror.org/03h89t847","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405260288"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yousef A.Baker El-Ebiary","raw_affiliation_strings":["Associate Professor and Head of the Department, Department of Electronics and Communication Engineering, Loyola Institute of Technology & Science, Kanyakumari-629302, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Associate Professor and Head of the Department, Department of Electronics and Communication Engineering, Loyola Institute of Technology & Science, Kanyakumari-629302, Tamilnadu, India","institution_ids":["https://openalex.org/I4405260288"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045056570","display_name":"V. Antony Asir Daniel","orcid":"https://orcid.org/0000-0003-2843-9421","observed_orcids":["https://orcid.org/0000-0003-2843-9421"]},"institutions":[{"id":"https://openalex.org/I878213199","display_name":"Savitribai Phule Pune University","ror":"https://ror.org/044g6d731","country_code":"IN","type":"education","lineage":["https://openalex.org/I878213199"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Antony Asir Daniel","raw_affiliation_strings":["UNIVERSITY, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UNIVERSITY, Pune, India","institution_ids":["https://openalex.org/I878213199"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4725,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.83202139,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"14","issue":"9","first_page":null,"last_page":null},"is_retracted":false,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.0003000000142492354,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ovarian-cancer-detection","display_name":"ovarian cancer detection","score":0.9980000257492065},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.8610000014305115},{"id":"https://openalex.org/keywords/bilstm","display_name":"BiLSTM","score":0.6909999847412109},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.75},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.9629999995231628},{"id":"https://openalex.org/keywords/benign-versus-malignant-differentiation","display_name":"benign versus malignant differentiation","score":0.6710000038146973}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.903769850730896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7267329096794128},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6725927591323853},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6573182344436646},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5313898324966431},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.48853978514671326},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.44040393829345703},{"id":"https://openalex.org/C2780427987","wikidata":"https://www.wikidata.org/wiki/Q172341","display_name":"Ovarian cancer","level":3,"score":0.4291994571685791},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.2623947262763977},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07247892022132874},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.14569/ijacsa.2023.0140962","doi":"https://doi.org/10.14569/ijacsa.2023.0140962","is_oa":true,"landing_page_url":"https://doi.org/10.14569/ijacsa.2023.0140962","pdf_url":"http://thesai.org/Downloads/Volume14No9/Paper_62-Feline_Wolf_Net_A_Hybrid_Lion_Grey_Wolf_Optimization.pdf","source":{"id":"https://openalex.org/S23629721","display_name":"International Journal of Advanced Computer Science and Applications","issn_l":"2156-5570","issn":["2156-5570","2158-107X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310311819","host_organization_name":"Science and Information Organization","host_organization_lineage":["https://openalex.org/P4310311819"],"host_organization_lineage_names":["Science and Information Organization"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Computer Science and Applications","raw_type":"journal-article"},{"id":"pmh:oai:thesai.org:0ab92390-f1e0-4aab-9fae-365e17432fe3","doi":null,"is_oa":true,"landing_page_url":"https://thesai.org/Publications/ViewPaper?Volume=14&Issue=9&Code=IJACSA&SerialNo=62","pdf_url":"https://thesai.org/Downloads/Volume14No9/Paper_62-Feline_Wolf_Net_A_Hybrid_Lion_Grey_Wolf_Optimization.pdf","source":{"id":"https://openalex.org/S23629721","display_name":"International Journal of Advanced Computer Science and Applications","issn_l":"2156-5570","issn":["2156-5570","2158-107X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310311819","host_organization_name":"Science and Information Organization","host_organization_lineage":["https://openalex.org/P4310311819"],"host_organization_lineage_names":["Science and Information Organization"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Advanced Computer Science and Applications, Vol. 14, No. 9 (2023), ISSN 2158-107X","raw_type":"text"}],"best_oa_location":{"id":"doi:10.14569/ijacsa.2023.0140962","doi":"https://doi.org/10.14569/ijacsa.2023.0140962","is_oa":true,"landing_page_url":"https://doi.org/10.14569/ijacsa.2023.0140962","pdf_url":"http://thesai.org/Downloads/Volume14No9/Paper_62-Feline_Wolf_Net_A_Hybrid_Lion_Grey_Wolf_Optimization.pdf","source":{"id":"https://openalex.org/S23629721","display_name":"International Journal of Advanced Computer Science and Applications","issn_l":"2156-5570","issn":["2156-5570","2158-107X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310311819","host_organization_name":"Science and Information Organization","host_organization_lineage":["https://openalex.org/P4310311819"],"host_organization_lineage_names":["Science and Information Organization"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Computer Science and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387366556.pdf","grobid_xml":"https://content.openalex.org/works/W4387366556.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W2438866487","https://openalex.org/W2910760721","https://openalex.org/W2916444481","https://openalex.org/W2922278384","https://openalex.org/W2922503148","https://openalex.org/W2943571340","https://openalex.org/W2975140046","https://openalex.org/W2979513623","https://openalex.org/W3010467706","https://openalex.org/W3010555100","https://openalex.org/W3010884124","https://openalex.org/W3012304831","https://openalex.org/W3026063446","https://openalex.org/W3034254498","https://openalex.org/W3080359515","https://openalex.org/W3097026445","https://openalex.org/W3111057007","https://openalex.org/W3163688373","https://openalex.org/W3174491737","https://openalex.org/W3176488901","https://openalex.org/W3179521418","https://openalex.org/W3184501114","https://openalex.org/W3195893761","https://openalex.org/W3197350824","https://openalex.org/W4205560203","https://openalex.org/W4207022562","https://openalex.org/W4212894252","https://openalex.org/W4285676363","https://openalex.org/W4294833989","https://openalex.org/W4304588242","https://openalex.org/W4409340186","https://openalex.org/W6906653390"],"related_works":["https://openalex.org/W7131410578","https://openalex.org/W7160406590","https://openalex.org/W4391409590","https://openalex.org/W7129765028","https://openalex.org/W7162460563","https://openalex.org/W7132846187","https://openalex.org/W4411173726","https://openalex.org/W4417134781","https://openalex.org/W4412713212","https://openalex.org/W7222805089"],"abstract_inverted_index":{"Ovarian":[0,121],"cancer":[1,42,185,218],"is":[2,56,69,96,156],"a":[3,84],"major":[4],"cause":[5],"of":[6,15,53,59,74,124,131,150,202,216,223],"mortality":[7],"among":[8],"gynecological":[9],"malignancies,":[10],"emphasizing":[11,220],"the":[12,57,72,80,115,120,129,132,193,200,214,221],"critical":[13],"role":[14],"early":[16,183],"detection":[17,43],"in":[18,71,172,206],"improving":[19,207],"patient":[20],"outcomes.":[21,209],"This":[22],"paper":[23],"presents":[24],"an":[25,36,60,146,177],"automated":[26],"computer-aided":[27],"design":[28],"system":[29],"that":[30,44],"combines":[31],"deep":[32,189],"learning":[33,81,190],"techniques":[34,205],"with":[35,91,160],"optimization":[37],"mechanism":[38],"for":[39,182,227],"accurate":[40,178],"ovarian":[41,108,184,217],"utilizes":[45],"pelvic":[46],"CT":[47],"images":[48],"dataset.":[49,126],"The":[50,104,152,168,210],"key":[51],"contribution":[52],"this":[54],"work":[55],"development":[58],"optimized":[61],"Bi-directional":[62],"Long":[63],"Short-Term":[64],"Memory":[65],"(Bi-LSTM)":[66],"model":[67],"which":[68],"introduced":[70],"layers":[73],"CNN":[75],"(Convolutional":[76],"Neural":[77],"Network),":[78],"enhancing":[79],"process.":[82],"Additionally,":[83],"feature":[85],"selection":[86],"method":[87,195],"based":[88],"on":[89,119],"Lion":[90],"Grey":[92],"Wolf":[93],"Optimization":[94],"(LGWO)":[95],"employed":[97],"to":[98,175,213],"enhance":[99],"classifier":[100],"efficiency":[101,155],"and":[102,145,165,179,191],"accuracy.":[103],"proposed":[105,153,194],"approach":[106],"classifies":[107],"tumors":[109],"as":[110],"benign":[111],"or":[112],"malignant":[113],"using":[114],"Bi-LSTM":[116],"model,":[117],"evaluated":[118],"Cancer":[122],"University":[123],"Kaggle":[125],"Results":[127],"showcase":[128],"effectiveness":[130],"method,":[133],"achieving":[134],"remarkable":[135],"performance":[136],"metrics,":[137],"including":[138],"98%":[139],"accuracy,":[140],"99.7%":[141],"recall,":[142],"93%":[143],"precision,":[144],"impressive":[147],"F1":[148],"score":[149],"98%.":[151],"method's":[154],"validated":[157],"through":[158],"comparison":[159],"validating":[161],"data,":[162],"demonstrating":[163],"consistent":[164],"reliable":[166],"results.":[167],"study's":[169],"significance":[170],"lies":[171],"its":[173],"potential":[174],"provide":[176],"efficient":[180],"solution":[181],"detection.":[186],"By":[187],"leveraging":[188],"optimization,":[192],"outperforms":[196],"existing":[197],"approaches,":[198],"highlighting":[199],"promise":[201],"advanced":[203],"computational":[204],"healthcare":[208],"findings":[211],"contribute":[212],"field":[215],"detection,":[219],"value":[222],"integrating":[224],"cutting-edge":[225],"technologies":[226],"effective":[228],"medical":[229],"diagnosis.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-10-06T00:00:00"}
