{"id":"https://openalex.org/W4404030421","doi":"https://doi.org/10.1109/icccnt61001.2024.10724063","title":"CNN and Transformer based Brain Tumor Detection and Classification System","display_name":"CNN and Transformer based Brain Tumor Detection and Classification System","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404030421","doi":"https://doi.org/10.1109/icccnt61001.2024.10724063"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10724063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10724063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-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/A5014462447","display_name":"Om Bhatt","orcid":"https://orcid.org/0000-0003-3502-3491"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Om Bhatt","raw_affiliation_strings":["Graphic Era deemed to be University,(Computer Science and Engineering),Dehradun,Uttarakhand,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era deemed to be University,(Computer Science and Engineering),Dehradun,Uttarakhand,India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058724468","display_name":"Vaibhav Kotiyal","orcid":"https://orcid.org/0000-0001-8467-2207"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vaibhav Kotiyal","raw_affiliation_strings":["Graphic Era deemed to be University,(Computer Science and Engineering),Dehradun,Uttarakhand,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era deemed to be University,(Computer Science and Engineering),Dehradun,Uttarakhand,India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071032082","display_name":"S. S. Tyagi","orcid":"https://orcid.org/0000-0002-1101-063X"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shreyas Tyagi","raw_affiliation_strings":["Graphic Era deemed to be University,(Computer Science and Engineering),Dehradun,Uttarakhand,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era deemed to be University,(Computer Science and Engineering),Dehradun,Uttarakhand,India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065889575","display_name":"Sanjay Roka","orcid":null},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanjay Roka","raw_affiliation_strings":["Graphic Era deemed to be University,(Computer Science and Engineering),Dehradun,Uttarakhand,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era deemed to be University,(Computer Science and Engineering),Dehradun,Uttarakhand,India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069309897","display_name":"Pramod Mehra","orcid":"https://orcid.org/0000-0003-2329-2547"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pramod Mehra","raw_affiliation_strings":["Graphic Era deemed to be University,(Computer Science and Engineering),Dehradun,Uttarakhand,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era deemed to be University,(Computer Science and Engineering),Dehradun,Uttarakhand,India","institution_ids":["https://openalex.org/I60054993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5014462447"],"corresponding_institution_ids":["https://openalex.org/I60054993"],"apc_list":null,"apc_paid":null,"fwci":1.3153,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.81140292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.991100013256073,"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":0.991100013256073,"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/computer-science","display_name":"Computer science","score":0.6875150203704834},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.514712393283844},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4414818286895752},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17616212368011475},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12953469157218933},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.08943426609039307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6875150203704834},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.514712393283844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4414818286895752},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17616212368011475},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12953469157218933},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.08943426609039307}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10724063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10724063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2945839551","https://openalex.org/W2972838422","https://openalex.org/W3087969957","https://openalex.org/W3127167602","https://openalex.org/W4205426959","https://openalex.org/W4280653390","https://openalex.org/W4293070803","https://openalex.org/W4303628775","https://openalex.org/W4365135358","https://openalex.org/W4380989166","https://openalex.org/W4384302499","https://openalex.org/W4386838079","https://openalex.org/W4387163407","https://openalex.org/W4388179966","https://openalex.org/W4390607226"],"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":{"A":[0],"brain":[1,30,90],"tumor,":[2,8],"also":[3,97],"recognized":[4],"as":[5,10,109],"an":[6,11],"intracranial":[7],"develops":[9],"anomalous":[12],"mass":[13],"of":[14,26,32,38,58,69,101,133,148],"tissue":[15],"wherein":[16],"cells":[17],"proliferate":[18],"and":[19,24,42,93,113],"multiply":[20],"without":[21],"restraint.":[22],"Detection":[23],"classification":[25,57],"tumor":[27,91],"in":[28,53,66],"the":[29,39,46,54,61,67,85,99,125,129],"is":[31,119,151],"paramount":[33],"importance":[34],"for":[35,56,89],"effective":[36],"treatment":[37],"patient.":[40],"CNNs":[41],"Vision":[43,86,116],"Transformers":[44],"are":[45,139],"popular":[47],"techniques":[48,62],"that":[49,118],"have":[50,63,75,96],"been":[51],"used":[52],"past":[55],"images.":[59],"Both":[60],"performed":[64],"extraordinarily":[65],"task":[68],"image":[70],"classification.":[71,94],"So":[72],"here":[73],"we":[74,81],"introduced":[76],"a":[77,114],"new":[78],"approach":[79,103,122,150],"where":[80],"fused":[82],"VGG16":[83],"with":[84,104],"Transformer":[87,117],"(ViT)":[88],"detection":[92],"We":[95],"compared":[98],"performance":[100],"our":[102,149],"other":[105,126],"robust":[106],"approaches":[107,127],"such":[108],"ResNet50,":[110,135],"VGG16,":[111,136],"InceptionV3":[112],"pre-trained":[115,134],"GViT.":[120],"Our":[121],"has":[123],"outperformed":[124],"during":[128],"comparison.":[130],"Testing":[131],"accuracies":[132],"InceptionV3,":[137],"GViT":[138],"90.18%,":[140],"90.04%,":[141],"74.96%,":[142],"72.38%":[143],"respectively.":[144],"The":[145],"testing":[146],"accuracy":[147],"93.31%.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
