{"id":"https://openalex.org/W4391266948","doi":"https://doi.org/10.1109/ic3i59117.2023.10397907","title":"Brain Tumor Detection and Classification Using a Hyperparameter Tuned Convolutional Neural Network","display_name":"Brain Tumor Detection and Classification Using a Hyperparameter Tuned Convolutional Neural Network","publication_year":2023,"publication_date":"2023-09-14","ids":{"openalex":"https://openalex.org/W4391266948","doi":"https://doi.org/10.1109/ic3i59117.2023.10397907"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i59117.2023.10397907","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i59117.2023.10397907","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5081623600","display_name":"Amita Banerjee","orcid":null},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amita Banerjee","raw_affiliation_strings":["Kalinga Institute of Industrial Technology, Deemed to be University,India","Kalinga Institute of Industrial Technology, Deemed to be University, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kalinga Institute of Industrial Technology, Deemed to be University,India","institution_ids":["https://openalex.org/I67357951"]},{"raw_affiliation_string":"Kalinga Institute of Industrial Technology, Deemed to be University, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114152227","display_name":"Khushi Jaiswal","orcid":null},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Khushi Jaiswal","raw_affiliation_strings":["Kalinga Institute of Industrial Technology, Deemed to be University,India","Kalinga Institute of Industrial Technology, Deemed to be University, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kalinga Institute of Industrial Technology, Deemed to be University,India","institution_ids":["https://openalex.org/I67357951"]},{"raw_affiliation_string":"Kalinga Institute of Industrial Technology, Deemed to be University, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113105778","display_name":"Tiyasha Biswas","orcid":null},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tiyasha Biswas","raw_affiliation_strings":["Kalinga Institute of Industrial Technology, Deemed to be University,India","Kalinga Institute of Industrial Technology, Deemed to be University, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kalinga Institute of Industrial Technology, Deemed to be University,India","institution_ids":["https://openalex.org/I67357951"]},{"raw_affiliation_string":"Kalinga Institute of Industrial Technology, Deemed to be University, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090844918","display_name":"Vandana Sharma","orcid":"https://orcid.org/0000-0002-8636-2365"},"institutions":[{"id":"https://openalex.org/I48018076","display_name":"Christ University","ror":"https://ror.org/022tv9y30","country_code":"IN","type":"education","lineage":["https://openalex.org/I48018076"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vandana Sharma","raw_affiliation_strings":["CHRIST (Deemed to be University,Computer Science Department,Delhi NCR,India","Computer Science Department, CHRIST (Deemed to be University, Delhi NCR, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHRIST (Deemed to be University,Computer Science Department,Delhi NCR,India","institution_ids":["https://openalex.org/I48018076"]},{"raw_affiliation_string":"Computer Science Department, CHRIST (Deemed to be University, Delhi NCR, India","institution_ids":["https://openalex.org/I48018076"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114122013","display_name":"Meghna Bal","orcid":null},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Meghna Bal","raw_affiliation_strings":["Kalinga Institute of Industrial Technology, Deemed to be University,India","Kalinga Institute of Industrial Technology, Deemed to be University, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kalinga Institute of Industrial Technology, Deemed to be University,India","institution_ids":["https://openalex.org/I67357951"]},{"raw_affiliation_string":"Kalinga Institute of Industrial Technology, Deemed to be University, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078067444","display_name":"Sushruta Mishra","orcid":"https://orcid.org/0000-0003-3929-1100"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sushruta Mishra","raw_affiliation_strings":["Kalinga Institute of Industrial Technology, Deemed to be University,India","Kalinga Institute of Industrial Technology, Deemed to be University, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kalinga Institute of Industrial Technology, Deemed to be University,India","institution_ids":["https://openalex.org/I67357951"]},{"raw_affiliation_string":"Kalinga Institute of Industrial Technology, Deemed to be University, India","institution_ids":["https://openalex.org/I67357951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.0731,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.97443763,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"502","last_page":"506"},"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/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":1.0,"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/T12676","display_name":"Machine Learning and ELM","score":0.9932000041007996,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.992900013923645,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.9066598415374756},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7806340456008911},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7316431999206543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6832370758056641},{"id":"https://openalex.org/keywords/brain-tumor","display_name":"Brain tumor","score":0.6822314262390137},{"id":"https://openalex.org/keywords/glioma","display_name":"Glioma","score":0.5402202010154724},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5392322540283203},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47953224182128906},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47575801610946655},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4394780993461609},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32704484462738037},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09736666083335876},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09511539340019226}],"concepts":[{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.9066598415374756},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7806340456008911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7316431999206543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6832370758056641},{"id":"https://openalex.org/C2779130545","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain tumor","level":2,"score":0.6822314262390137},{"id":"https://openalex.org/C2778227246","wikidata":"https://www.wikidata.org/wiki/Q1365309","display_name":"Glioma","level":2,"score":0.5402202010154724},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5392322540283203},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47953224182128906},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47575801610946655},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4394780993461609},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32704484462738037},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09736666083335876},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09511539340019226},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i59117.2023.10397907","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i59117.2023.10397907","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2038007931","https://openalex.org/W2765490497","https://openalex.org/W2786675055","https://openalex.org/W2946489756","https://openalex.org/W2955805844","https://openalex.org/W2979478843","https://openalex.org/W2984060428","https://openalex.org/W2989403759","https://openalex.org/W2995683363","https://openalex.org/W2998860914","https://openalex.org/W3099860021","https://openalex.org/W3102599723","https://openalex.org/W3114908183","https://openalex.org/W3128469427","https://openalex.org/W3132698319","https://openalex.org/W3158025435","https://openalex.org/W4206940675","https://openalex.org/W4238452686","https://openalex.org/W4245741310","https://openalex.org/W4285815433","https://openalex.org/W4295517687","https://openalex.org/W4312092234","https://openalex.org/W4312347107","https://openalex.org/W4312995137","https://openalex.org/W4366834215","https://openalex.org/W4376454753","https://openalex.org/W6803072288"],"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/W3183136280","https://openalex.org/W4318559728","https://openalex.org/W4206951940","https://openalex.org/W4382602594","https://openalex.org/W4387850423"],"abstract_inverted_index":{"Brain":[0],"tumor":[1,20,63,166],"detection":[2,64],"using":[3,48],"MRI":[4,49],"scans":[5],"when":[6],"integrated":[7],"with":[8,24,121],"a":[9,52,72,104,122],"deep":[10],"learning":[11],"approach":[12],"can":[13,156],"be":[14,157],"immensely":[15],"applied":[16,98,158],"in":[17],"identifying":[18],"the":[19,101,112,149,153,161],"at":[21],"early":[22],"stages,":[23],"minimum":[25],"medical":[26],"professional":[27],"aid.":[28],"This":[29],"research":[30],"paper":[31,150],"aims":[32],"to":[33,61,99,159],"develop":[34],"an":[35,129],"advanced":[36],"predictive":[37],"model":[38,58,70,127,155],"that":[39,152],"accurately":[40],"classify":[41],"brain":[42,77,165],"tumors":[43],"as":[44],"benign":[45],"or":[46],"malignant":[47],"scans.":[50],"Here,":[51],"novel":[53],"convolutional":[54],"neural":[55],"network":[56],"(CNN)":[57],"is":[59],"proposed":[60,126,154],"automate":[62],"and":[65,89,94,107,118,141,168],"improve":[66],"diagnosis":[67,167],"accuracy.":[68],"The":[69,125],"used":[71],"dataset":[73],"of":[74,132,135,139,144,163],"around":[75],"7000":[76],"cancer":[78],"data":[79],"classified":[80],"into":[81,103,116],"4":[82],"labels":[83],"which":[84],"include":[85],"glioma,":[86],"meningioma,":[87],"pituitary,":[88],"no":[90],"tumor.":[91],"Data":[92],"wrangling":[93],"pre-processing":[95],"are":[96,114],"then":[97],"unify":[100],"images":[102],"single":[105],"format":[106],"remove":[108],"any":[109],"inconsistencies.":[110],"Further":[111],"records":[113],"segregated":[115],"train":[117],"test":[119],"samples":[120],"70\u201330":[123],"split.":[124],"recorded":[128],"optimum":[130],"accuracy":[131],"94.82%,":[133],"precision":[134,162],"94.2%,":[136],"recall":[137],"value":[138],"93.7%":[140],"f-score":[142],"metric":[143],"93.9%":[145],"respectively.":[146],"In":[147],"conclusion,":[148],"concluded":[151],"enhance":[160],"both":[164],"prognosis.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
