{"id":"https://openalex.org/W4410924282","doi":"https://doi.org/10.1155/ijbi/5535505","title":"Brain Tumour Detection Using VGG\u2010Based Feature Extraction With Modified DarkNet\u201053 Model","display_name":"Brain Tumour Detection Using VGG\u2010Based Feature Extraction With Modified DarkNet\u201053 Model","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410924282","doi":"https://doi.org/10.1155/ijbi/5535505","pmid":"https://pubmed.ncbi.nlm.nih.gov/40487802"},"language":"en","primary_location":{"id":"doi:10.1155/ijbi/5535505","is_oa":true,"landing_page_url":"https://doi.org/10.1155/ijbi/5535505","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/ijbi/5535505","source":{"id":"https://openalex.org/S108408918","display_name":"International Journal of Biomedical Imaging","issn_l":"1687-4188","issn":["1687-4188","1687-4196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"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 Biomedical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/ijbi/5535505","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117786278","display_name":"S Trisheela","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Trisheela","raw_affiliation_strings":["Department of Computer Science and Engineering, Nitte Meenakshi Institute of Technology, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Nitte Meenakshi Institute of Technology, Bengaluru, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055597318","display_name":"Roshan Fernandes","orcid":"https://orcid.org/0000-0002-7625-3296"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Roshan Fernandes","raw_affiliation_strings":["Department of Cyber Security, NMAM Institute of Technology, NITTE (Deemed to be University), Nitte, India"],"affiliations":[{"raw_affiliation_string":"Department of Cyber Security, NMAM Institute of Technology, NITTE (Deemed to be University), Nitte, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018031070","display_name":"Anisha P Rodrigues","orcid":"https://orcid.org/0000-0002-3050-4555"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anisha P. Rodrigues","raw_affiliation_strings":["Department of Computer Science and Engineering, NMAM Institute of Technology, NITTE (Deemed to be University), Nitte, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, NMAM Institute of Technology, NITTE (Deemed to be University), Nitte, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045750868","display_name":"S Supreeth","orcid":"https://orcid.org/0000-0002-7097-6733"},"institutions":[{"id":"https://openalex.org/I83737708","display_name":"REVA University","ror":"https://ror.org/03gtcxd54","country_code":"IN","type":"education","lineage":["https://openalex.org/I83737708"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Supreeth","raw_affiliation_strings":["School of Computer Science and Engineering, REVA University, Bengaluru, Karnataka, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, REVA University, Bengaluru, Karnataka, India","institution_ids":["https://openalex.org/I83737708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014352407","display_name":"B. J. Ambika","orcid":null},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"B. J. Ambika","raw_affiliation_strings":["Department of Computer Science and Engineering, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006705078","display_name":"Piyush Kumar Pareek","orcid":"https://orcid.org/0000-0003-2287-0122"},"institutions":[{"id":"https://openalex.org/I290407205","display_name":"Meenakshi Academy of Higher Education and Research","ror":"https://ror.org/04jdy5g59","country_code":"IN","type":"education","lineage":["https://openalex.org/I290407205"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Piyush Kumar Pareek","raw_affiliation_strings":["Department of AI&ML, Nitte Meenakshi Institute of Technology, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Department of AI&ML, Nitte Meenakshi Institute of Technology, Bengaluru, India","institution_ids":["https://openalex.org/I290407205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028484385","display_name":"Rakesh Kumar Godi","orcid":"https://orcid.org/0000-0003-2926-7852"},"institutions":[{"id":"https://openalex.org/I106053113","display_name":"Central University of Karnataka","ror":"https://ror.org/02n5f2c60","country_code":"IN","type":"education","lineage":["https://openalex.org/I106053113"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rakesh Kumar Godi","raw_affiliation_strings":["Department of Computer Science, Central University of Karnataka, Kalaburagi, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Central University of Karnataka, Kalaburagi, India","institution_ids":["https://openalex.org/I106053113"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003530532","display_name":"G. Shruthi","orcid":null},"institutions":[{"id":"https://openalex.org/I83737708","display_name":"REVA University","ror":"https://ror.org/03gtcxd54","country_code":"IN","type":"education","lineage":["https://openalex.org/I83737708"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. Shruthi","raw_affiliation_strings":["School of Computer Science and Engineering, REVA University, Bengaluru, Karnataka, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, REVA University, Bengaluru, Karnataka, India","institution_ids":["https://openalex.org/I83737708"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5014352407"],"corresponding_institution_ids":["https://openalex.org/I164861460"],"apc_list":{"value":900,"currency":"USD","value_usd":900},"apc_paid":{"value":900,"currency":"USD","value_usd":900},"fwci":1.6872,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.84540215,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"2025","issue":"1","first_page":"5535505","last_page":"5535505"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9998999834060669,"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":0.9998999834060669,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9819999933242798,"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/computer-science","display_name":"Computer science","score":0.7719351649284363},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5124698281288147},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4861171245574951},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.46168866753578186},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.100379079580307},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.07203948497772217}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7719351649284363},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5124698281288147},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4861171245574951},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.46168866753578186},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.100379079580307},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.07203948497772217},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1155/ijbi/5535505","is_oa":true,"landing_page_url":"https://doi.org/10.1155/ijbi/5535505","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/ijbi/5535505","source":{"id":"https://openalex.org/S108408918","display_name":"International Journal of Biomedical Imaging","issn_l":"1687-4188","issn":["1687-4188","1687-4196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"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 Biomedical Imaging","raw_type":"journal-article"},{"id":"pmid:40487802","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40487802","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of biomedical imaging","raw_type":null},{"id":"pmh:oai:doaj.org/article:c84276625c0f4494890ce9eb0a7eba16","is_oa":true,"landing_page_url":"https://doaj.org/article/c84276625c0f4494890ce9eb0a7eba16","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"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 Biomedical Imaging, Vol 2025 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12143945","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12143945","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Int J Biomed Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/ijbi/5535505","is_oa":true,"landing_page_url":"https://doi.org/10.1155/ijbi/5535505","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/ijbi/5535505","source":{"id":"https://openalex.org/S108408918","display_name":"International Journal of Biomedical Imaging","issn_l":"1687-4188","issn":["1687-4188","1687-4196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"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 Biomedical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326735","display_name":"Nitte Meenakshi Institute of Technology","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410924282.pdf","grobid_xml":"https://content.openalex.org/works/W4410924282.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W2025148441","https://openalex.org/W2785490128","https://openalex.org/W2900373054","https://openalex.org/W3087421454","https://openalex.org/W3119429736","https://openalex.org/W3136070377","https://openalex.org/W3163071387","https://openalex.org/W3196081964","https://openalex.org/W4200376841","https://openalex.org/W4205432032","https://openalex.org/W4214659643","https://openalex.org/W4224254448","https://openalex.org/W4224291389","https://openalex.org/W4283260735","https://openalex.org/W4285275086","https://openalex.org/W4291511624","https://openalex.org/W4292430200","https://openalex.org/W4307112373","https://openalex.org/W4307511304","https://openalex.org/W4309905398","https://openalex.org/W4315475723","https://openalex.org/W4317623085","https://openalex.org/W4319598830","https://openalex.org/W4321851617","https://openalex.org/W4324365866","https://openalex.org/W4386450219","https://openalex.org/W4388190812","https://openalex.org/W4390831000","https://openalex.org/W4400400421","https://openalex.org/W4400612670","https://openalex.org/W4401112243","https://openalex.org/W4401135306"],"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":{"The":[0,115,138],"objective":[1],"of":[2,13,33,134,153],"AI":[3,93],"research":[4,85],"and":[5,16,27,72,83,124,165],"development":[6],"is":[7,78,118],"to":[8,68,87,107,161],"create":[9],"intelligent":[10],"systems":[11],"capable":[12],"performing":[14],"tasks":[15],"reasoning":[17],"like":[18],"humans.":[19],"Artificial":[20],"intelligence":[21],"extends":[22],"beyond":[23],"pattern":[24],"recognition,":[25],"planning,":[26],"problem-solving,":[28],"particularly":[29],"in":[30,52,147],"the":[31],"realm":[32],"machine":[34],"learning,":[35],"where":[36],"deep":[37,56],"learning":[38,57],"frameworks":[39],"play":[40],"a":[41,97,127,132,150],"pivotal":[42],"role.":[43],"This":[44],"study":[45],"focuses":[46],"on":[47,131],"enhancing":[48],"brain":[49,60,154],"tumour":[50],"detection":[51,89],"MRI":[53,113,136],"scans":[54],"using":[55,120],"techniques.":[58],"Malignant":[59],"tumours":[61,155],"result":[62],"from":[63,111],"abnormal":[64],"cell":[65],"growth,":[66],"leading":[67],"severe":[69],"neurological":[70],"complications":[71],"high":[73],"mortality":[74],"rates.":[75],"Early":[76],"diagnosis":[77],"essential":[79],"for":[80],"effective":[81],"treatment,":[82],"our":[84,142],"aims":[86],"improve":[88],"accuracy":[90],"through":[91],"advanced":[92],"methodologies.":[94],"We":[95],"propose":[96],"modified":[98],"DarkNet-53":[99],"architecture,":[100],"optimized":[101],"with":[102],"invasive":[103],"weed":[104],"optimization":[105],"(IWO),":[106],"extract":[108],"critical":[109],"features":[110],"preprocessed":[112],"images.":[114],"model's":[116],"presentation":[117],"assessed":[119],"accuracy,":[121],"recall,":[122],"loss,":[123],"AUC,":[125],"achieving":[126],"95%":[128],"success":[129],"rate":[130],"dataset":[133],"3264":[135],"scans.":[137],"results":[139],"demonstrate":[140],"that":[141],"approach":[143],"surpasses":[144],"existing":[145],"methods":[146],"accurately":[148],"identifying":[149],"wide":[151],"range":[152],"at":[156],"an":[157],"early":[158],"stage,":[159],"contributing":[160],"improved":[162],"diagnostic":[163],"precision":[164],"patient":[166],"outcomes.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}