{"id":"https://openalex.org/W4387487574","doi":"https://doi.org/10.1109/indiscon58499.2023.10270308","title":"Evaluating the Performance of Deep Neural Networks in Brain Tumor Diagnosis","display_name":"Evaluating the Performance of Deep Neural Networks in Brain Tumor Diagnosis","publication_year":2023,"publication_date":"2023-08-05","ids":{"openalex":"https://openalex.org/W4387487574","doi":"https://doi.org/10.1109/indiscon58499.2023.10270308"},"language":"en","primary_location":{"id":"doi:10.1109/indiscon58499.2023.10270308","doi":"https://doi.org/10.1109/indiscon58499.2023.10270308","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/indiscon58499.2023.10270308","pdf_url":null,"source":{"id":"https://openalex.org/S7407087032","display_name":"IEEE India Council International Subsections Conference (INDISCON)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 4th Annual Flagship India Council International Subsections Conference (INDISCON)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5093034267","display_name":"Deepansh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepansh","raw_affiliation_strings":["Indira Gandhi Delhi Technical University for Women,Computer Science- Artificial Intelligence,Delhi,India","Computer Science- Artificial Intelligence, Indira Gandhi Delhi Technical University for Women, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indira Gandhi Delhi Technical University for Women,Computer Science- Artificial Intelligence,Delhi,India","institution_ids":["https://openalex.org/I4210143260"]},{"raw_affiliation_string":"Computer Science- Artificial Intelligence, Indira Gandhi Delhi Technical University for Women, Delhi, India","institution_ids":["https://openalex.org/I4210143260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035968054","display_name":"Garima Jaiswal","orcid":"https://orcid.org/0000-0002-2676-299X","observed_orcids":["https://orcid.org/0000-0002-2676-299X"]},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Garima Jaiswal","raw_affiliation_strings":["Bennett University,Computer Science Department,Greater Noida,India","Computer Science Department, Bennett University, Greater Noida, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bennett University,Computer Science Department,Greater Noida,India","institution_ids":["https://openalex.org/I3129773123"]},{"raw_affiliation_string":"Computer Science Department, Bennett University, Greater Noida, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045879377","display_name":"Arun Sharma","orcid":"https://orcid.org/0000-0002-9404-4519","observed_orcids":["https://orcid.org/0000-0002-9404-4519"]},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arun Sharma","raw_affiliation_strings":["Indira Gandhi Delhi Technical University for Women,Computer Science- Artificial Intelligence,Delhi,India","Computer Science- Artificial Intelligence, Indira Gandhi Delhi Technical University for Women, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indira Gandhi Delhi Technical University for Women,Computer Science- Artificial Intelligence,Delhi,India","institution_ids":["https://openalex.org/I4210143260"]},{"raw_affiliation_string":"Computer Science- Artificial Intelligence, Indira Gandhi Delhi Technical University for Women, Delhi, India","institution_ids":["https://openalex.org/I4210143260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029387788","display_name":"Ritu Rani","orcid":"https://orcid.org/0000-0001-6219-8751","observed_orcids":["https://orcid.org/0000-0001-6219-8751"]},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ritu Rani","raw_affiliation_strings":["Indira Gandhi Delhi Technical University for Women,Computer Science- Artificial Intelligence,Delhi,India","Computer Science- Artificial Intelligence, Indira Gandhi Delhi Technical University for Women, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indira Gandhi Delhi Technical University for Women,Computer Science- Artificial Intelligence,Delhi,India","institution_ids":["https://openalex.org/I4210143260"]},{"raw_affiliation_string":"Computer Science- Artificial Intelligence, Indira Gandhi Delhi Technical University for Women, Delhi, India","institution_ids":["https://openalex.org/I4210143260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081883453","display_name":"Mala Saraswat","orcid":"https://orcid.org/0000-0002-6620-5098","observed_orcids":["https://orcid.org/0000-0002-6620-5098"]},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mala Saraswat","raw_affiliation_strings":["Bennett University,Computer Science Department,Greater Noida,India","Computer Science Department, Bennett University, Greater Noida, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bennett University,Computer Science Department,Greater Noida,India","institution_ids":["https://openalex.org/I3129773123"]},{"raw_affiliation_string":"Computer Science Department, Bennett University, Greater Noida, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022991626","display_name":"Amita Dev","orcid":"https://orcid.org/0000-0002-6926-9433","observed_orcids":["https://orcid.org/0000-0002-6926-9433"]},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amita Dev","raw_affiliation_strings":["Indira Gandhi Delhi Technical University for Women,Computer Science- Artificial Intelligence,Delhi,India","Computer Science- Artificial Intelligence, Indira Gandhi Delhi Technical University for Women, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indira Gandhi Delhi Technical University for Women,Computer Science- Artificial Intelligence,Delhi,India","institution_ids":["https://openalex.org/I4210143260"]},{"raw_affiliation_string":"Computer Science- Artificial Intelligence, Indira Gandhi Delhi Technical University for Women, Delhi, India","institution_ids":["https://openalex.org/I4210143260"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2638,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5794836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"06"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":1.0,"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/T10862","display_name":"AI in cancer detection","score":9.999999747378752e-05,"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/T10129","display_name":"Glioma Diagnosis and Treatment","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/brain-tumor-classification","display_name":"brain tumor classification","score":0.9990000128746033},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.8349999785423279},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.847000002861023},{"id":"https://openalex.org/keywords/mri-images","display_name":"MRI images","score":0.6480000019073486},{"id":"https://openalex.org/keywords/glioma","display_name":"glioma","score":0.9340000152587891},{"id":"https://openalex.org/keywords/meningioma","display_name":"meningioma","score":1.0},{"id":"https://openalex.org/keywords/pituitary-tumors","display_name":"pituitary tumors","score":0.9869999885559082},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.8830000162124634},{"id":"https://openalex.org/keywords/vgg16","display_name":"VGG16","score":0.9959999918937683},{"id":"https://openalex.org/keywords/efficientnet-b0","display_name":"EfficientNetB0","score":0.8899999856948853},{"id":"https://openalex.org/keywords/medical-image-classification","display_name":"medical image classification","score":0.6800000071525574}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8027150630950928},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7756154537200928},{"id":"https://openalex.org/C2779130545","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain tumor","level":2,"score":0.6875908374786377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.623274564743042},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5649511814117432},{"id":"https://openalex.org/C2778227246","wikidata":"https://www.wikidata.org/wiki/Q1365309","display_name":"Glioma","level":2,"score":0.5348047018051147},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.5134180784225464},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5041671991348267},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.47420504689216614},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4480116367340088},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.425651878118515},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3719516396522522},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.19813495874404907},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.18272143602371216},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14738991856575012},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indiscon58499.2023.10270308","doi":"https://doi.org/10.1109/indiscon58499.2023.10270308","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/indiscon58499.2023.10270308","pdf_url":null,"source":{"id":"https://openalex.org/S7407087032","display_name":"IEEE India Council International Subsections Conference (INDISCON)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 4th Annual Flagship India Council International Subsections Conference (INDISCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8371999859809875}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2158670896","https://openalex.org/W2286116333","https://openalex.org/W2735947739","https://openalex.org/W2780099243","https://openalex.org/W2897188827","https://openalex.org/W3091484480","https://openalex.org/W3117486089","https://openalex.org/W3126464483","https://openalex.org/W3126474728","https://openalex.org/W3153457102","https://openalex.org/W3184558736","https://openalex.org/W4224280836","https://openalex.org/W4285275086","https://openalex.org/W4394911615"],"related_works":["https://openalex.org/W3120491988","https://openalex.org/W4320917976","https://openalex.org/W4402980470","https://openalex.org/W7204230499","https://openalex.org/W4367319545","https://openalex.org/W4320489329","https://openalex.org/W4408730527","https://openalex.org/W3201162731","https://openalex.org/W4399258166","https://openalex.org/W4226358098"],"abstract_inverted_index":{"In":[0],"computer-aided":[1],"diagnosis":[2],"(CAD)":[3],"for":[4,62],"medical":[5],"applications,":[6],"there":[7],"is":[8,25,32,36,40,118,162],"a":[9,46,49,77],"serious":[10],"problem":[11],"in":[12,57,147],"the":[13,54,58,68,72,109,139,148,153,157],"classification":[14,80],"of":[15,29,51,71,93,142],"brain":[16,59,78,94],"tumors.":[17],"To":[18],"prevent":[19],"further":[20],"issues,":[21],"early":[22],"fault":[23],"discovery":[24],"essential.":[26],"The":[27,87,122,135],"area":[28],"modern":[30],"technology":[31],"most":[33],"actively":[34],"developing":[35],"MRI":[37],"scanning.":[38],"It":[39],"difficult":[41],"and":[42,100,120],"time-consuming":[43],"to":[44,151],"identify":[45],"tumor":[47,79],"from":[48,103],"variety":[50],"images":[52],"because":[53],"tumor's":[55],"size":[56],"vary":[60],"significantly":[61],"various":[63],"patients":[64],"as":[65,67],"well":[66],"minute":[69],"characteristics":[70],"tumor.":[73],"This":[74],"paper":[75],"proposes":[76],"model":[81,88,112,124,160],"based":[82],"on":[83],"convolutional":[84],"neural":[85],"networks.":[86],"recognizes":[89],"three":[90],"distinct":[91],"categories":[92],"tumors,":[95],"including":[96],"glioma,":[97],"meningioma,":[98],"pituitary,":[99],"no":[101],"tumor,":[102],"image":[104],"data,":[105],"through":[106],"training":[107,161],"with":[108,126,132],"suggested":[110],"CNN":[111,158],"using":[113],"transfer":[114],"learning":[115],"techniques":[116],"that":[117],"VGG16":[119],"EfficientNetB0.":[121],"VGG":[123],"converges":[125,131],"91%":[127],"accuracy":[128],"whereas":[129],"EfficientNetB0":[130],"94.8%":[133],"accuracy.":[134],"proposed":[136],"work":[137],"uses":[138],"Kaggle":[140],"databases":[141],"Brain":[143],"Tumor":[144],"Classification":[145],"(MRI)":[146],"testing":[149],"stage":[150],"assess":[152],"model's":[154],"performance":[155],"after":[156],"network":[159],"complete.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-10-11T00:00:00"}