{"id":"https://openalex.org/W4206966126","doi":"https://doi.org/10.1155/2022/8104054","title":"Intelligent Model for Brain Tumor Identification Using Deep Learning","display_name":"Intelligent Model for Brain Tumor Identification Using Deep Learning","publication_year":2022,"publication_date":"2022-01-21","ids":{"openalex":"https://openalex.org/W4206966126","doi":"https://doi.org/10.1155/2022/8104054"},"language":"en","primary_location":{"id":"doi:10.1155/2022/8104054","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/8104054","pdf_url":"https://downloads.hindawi.com/journals/acisc/2022/8104054.pdf","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"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","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/acisc/2022/8104054.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024337329","display_name":"Abdul Hannan Khan","orcid":null},"institutions":[{"id":"https://openalex.org/I3131353278","display_name":"Minhaj University Lahore","ror":"https://ror.org/05bkmfm96","country_code":"PK","type":"education","lineage":["https://openalex.org/I3131353278"]},{"id":"https://openalex.org/I43729321","display_name":"National College of Business Administration and Economics","ror":"https://ror.org/02my4wj17","country_code":"PK","type":"education","lineage":["https://openalex.org/I43729321"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Abdul Hannan Khan","raw_affiliation_strings":["Department of Computer Science, Minhaj University Lahore, Lahore 54000, Pakistan","Department of Computer Science, National College of Business Administration and Economics, Lahore 54660, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Minhaj University Lahore, Lahore 54000, Pakistan","institution_ids":["https://openalex.org/I3131353278"]},{"raw_affiliation_string":"Department of Computer Science, National College of Business Administration and Economics, Lahore 54660, Pakistan","institution_ids":["https://openalex.org/I43729321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021305119","display_name":"Sagheer Abbas","orcid":"https://orcid.org/0000-0001-5289-7831"},"institutions":[{"id":"https://openalex.org/I43729321","display_name":"National College of Business Administration and Economics","ror":"https://ror.org/02my4wj17","country_code":"PK","type":"education","lineage":["https://openalex.org/I43729321"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sagheer Abbas","raw_affiliation_strings":["Department of Computer Science, National College of Business Administration and Economics, Lahore 54660, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-5289-7831","affiliations":[{"raw_affiliation_string":"Department of Computer Science, National College of Business Administration and Economics, Lahore 54660, Pakistan","institution_ids":["https://openalex.org/I43729321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009282836","display_name":"Muhammad Adnan Khan","orcid":"https://orcid.org/0000-0003-4854-9935"},"institutions":[{"id":"https://openalex.org/I12832649","display_name":"Gachon University","ror":"https://ror.org/03ryywt80","country_code":"KR","type":"education","lineage":["https://openalex.org/I12832649"]},{"id":"https://openalex.org/I195024194","display_name":"Riphah International University","ror":"https://ror.org/02kdm5630","country_code":"PK","type":"education","lineage":["https://openalex.org/I195024194"]}],"countries":["KR","PK"],"is_corresponding":true,"raw_author_name":"Muhammad Adnan Khan","raw_affiliation_strings":["Pattern Recognition & Machine Learning Lab, Department of Software, Gachon University, Seongnam 13120, Republic of Korea","Riphah School of Computing and Innovation, Faculty of Computing, Riphah International University, Lahore Campus, Lahore 54000, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-4854-9935","affiliations":[{"raw_affiliation_string":"Pattern Recognition & Machine Learning Lab, Department of Software, Gachon University, Seongnam 13120, Republic of Korea","institution_ids":["https://openalex.org/I12832649"]},{"raw_affiliation_string":"Riphah School of Computing and Innovation, Faculty of Computing, Riphah International University, Lahore Campus, Lahore 54000, Pakistan","institution_ids":["https://openalex.org/I195024194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100771079","display_name":"Umer Farooq","orcid":"https://orcid.org/0000-0003-4332-0111"},"institutions":[{"id":"https://openalex.org/I4210105419","display_name":"Lahore Garrison University","ror":"https://ror.org/01j4ba358","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210105419"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Umer Farooq","raw_affiliation_strings":["Department of Computer Science, Lahore Garrison University, Lahore 54000, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Lahore Garrison University, Lahore 54000, Pakistan","institution_ids":["https://openalex.org/I4210105419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033864798","display_name":"Wasim Ahmad Khan","orcid":"https://orcid.org/0000-0002-6499-8100"},"institutions":[{"id":"https://openalex.org/I43729321","display_name":"National College of Business Administration and Economics","ror":"https://ror.org/02my4wj17","country_code":"PK","type":"education","lineage":["https://openalex.org/I43729321"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Wasim Ahmad Khan","raw_affiliation_strings":["Department of Computer Science, National College of Business Administration and Economics, Lahore 54660, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National College of Business Administration and Economics, Lahore 54660, Pakistan","institution_ids":["https://openalex.org/I43729321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112623423","display_name":"Shahan Yamin Siddiqui","orcid":null},"institutions":[{"id":"https://openalex.org/I3131353278","display_name":"Minhaj University Lahore","ror":"https://ror.org/05bkmfm96","country_code":"PK","type":"education","lineage":["https://openalex.org/I3131353278"]},{"id":"https://openalex.org/I43729321","display_name":"National College of Business Administration and Economics","ror":"https://ror.org/02my4wj17","country_code":"PK","type":"education","lineage":["https://openalex.org/I43729321"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Shahan Yamin Siddiqui","raw_affiliation_strings":["Department of Computer Science, Minhaj University Lahore, Lahore 54000, Pakistan","Department of Computer Science, National College of Business Administration and Economics, Lahore 54660, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Minhaj University Lahore, Lahore 54000, Pakistan","institution_ids":["https://openalex.org/I3131353278"]},{"raw_affiliation_string":"Department of Computer Science, National College of Business Administration and Economics, Lahore 54660, Pakistan","institution_ids":["https://openalex.org/I43729321"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074678443","display_name":"Aiesha Ahmad","orcid":null},"institutions":[{"id":"https://openalex.org/I43729321","display_name":"National College of Business Administration and Economics","ror":"https://ror.org/02my4wj17","country_code":"PK","type":"education","lineage":["https://openalex.org/I43729321"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Aiesha Ahmad","raw_affiliation_strings":["Department of Computer Science, National College of Business Administration and Economics, Multan 66000, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National College of Business Administration and Economics, Multan 66000, Pakistan","institution_ids":["https://openalex.org/I43729321"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009282836"],"corresponding_institution_ids":["https://openalex.org/I12832649","https://openalex.org/I195024194"],"apc_list":{"value":1000,"currency":"USD","value_usd":1000},"apc_paid":{"value":1000,"currency":"USD","value_usd":1000},"fwci":12.9987,"has_fulltext":true,"cited_by_count":186,"citation_normalized_percentile":{"value":0.99248517,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"2022","issue":null,"first_page":"1","last_page":"10"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9909999966621399,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9902999997138977,"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/computer-science","display_name":"Computer science","score":0.7957395315170288},{"id":"https://openalex.org/keywords/brain-tumor","display_name":"Brain tumor","score":0.6737738251686096},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.67192542552948},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6226329803466797},{"id":"https://openalex.org/keywords/meningioma","display_name":"Meningioma","score":0.5740699768066406},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.568926215171814},{"id":"https://openalex.org/keywords/glioma","display_name":"Glioma","score":0.5015194416046143},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4929170608520508},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4569859802722931},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4491165578365326},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34848231077194214},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32921290397644043},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26705747842788696},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.24466705322265625},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.18180930614471436}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7957395315170288},{"id":"https://openalex.org/C2779130545","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain tumor","level":2,"score":0.6737738251686096},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.67192542552948},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6226329803466797},{"id":"https://openalex.org/C2779160599","wikidata":"https://www.wikidata.org/wiki/Q369157","display_name":"Meningioma","level":2,"score":0.5740699768066406},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.568926215171814},{"id":"https://openalex.org/C2778227246","wikidata":"https://www.wikidata.org/wiki/Q1365309","display_name":"Glioma","level":2,"score":0.5015194416046143},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4929170608520508},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4569859802722931},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4491165578365326},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34848231077194214},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32921290397644043},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26705747842788696},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.24466705322265625},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.18180930614471436},{"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},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2022/8104054","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/8104054","pdf_url":"https://downloads.hindawi.com/journals/acisc/2022/8104054.pdf","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"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","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a138ca85865849fcadac1c2a68e15e9b","is_oa":true,"landing_page_url":"https://doaj.org/article/a138ca85865849fcadac1c2a68e15e9b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Computational Intelligence and Soft Computing, Vol 2022 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2022/8104054","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/8104054","pdf_url":"https://downloads.hindawi.com/journals/acisc/2022/8104054.pdf","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"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","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4206966126.pdf","grobid_xml":"https://content.openalex.org/works/W4206966126.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2744130673","https://openalex.org/W2746647587","https://openalex.org/W2793297611","https://openalex.org/W2894518276","https://openalex.org/W2898724666","https://openalex.org/W2899333919","https://openalex.org/W2912325388","https://openalex.org/W2921483513","https://openalex.org/W2925582157","https://openalex.org/W2938284053","https://openalex.org/W2983817809","https://openalex.org/W2984619469","https://openalex.org/W2995144534","https://openalex.org/W2997843657","https://openalex.org/W3013952416","https://openalex.org/W3033946900","https://openalex.org/W3153618786","https://openalex.org/W3171845565"],"related_works":["https://openalex.org/W4312417841","https://openalex.org/W4321369474","https://openalex.org/W2731899572","https://openalex.org/W3133861977","https://openalex.org/W4200173597","https://openalex.org/W3116150086","https://openalex.org/W2999805992","https://openalex.org/W4225304418","https://openalex.org/W4287009405","https://openalex.org/W2946637494"],"abstract_inverted_index":{"Brain":[0,150],"tumors":[1,50,73,90],"can":[2],"be":[3],"a":[4,21,36,52,97,120,190],"major":[5],"cause":[6],"of":[7,20,32,48,62,82,88,159,166,193,216],"psychiatric":[8],"complications":[9],"such":[10],"as":[11],"depression":[12],"and":[13,17,60,70,94,104,112,115,141,164,181,189,202],"panic":[14],"attacks.":[15],"Quick":[16],"timely":[18],"recognition":[19],"brain":[22,49,72,89,167,204],"tumor":[23,28,105,145,174],"is":[24,51,74,85,125,154],"more":[25],"effective":[26],"in":[27,39,42,129,213],"healing.":[29],"The":[30,46,79,102,169,183,206],"processing":[31,118],"medical":[33,116],"images":[34],"plays":[35],"crucial":[37],"role":[38],"assisting":[40],"humans":[41],"identifying":[43],"different":[44],"diseases.":[45],"classification":[47,106,153,165],"significant":[53,108],"part":[54],"that":[55],"depends":[56],"on":[57],"the":[58,63,83,86,110,134,139,157,162,173,214],"expertise":[59],"knowledge":[61],"physician.":[64],"An":[65],"intelligent":[66],"system":[67,171,208],"for":[68,109,161,200],"detecting":[69,201],"classifying":[71],"essential":[75],"to":[76,137,197],"help":[77,158],"physicians.":[78],"novel":[80],"feature":[81],"study":[84],"division":[87],"into":[91,144,175],"glioma,":[92,178],"meningioma,":[93,179],"pituitary":[95],"using":[96,119],"hierarchical":[98],"deep":[99],"learning":[100],"method.":[101],"diagnosis":[103],"are":[107],"quick":[111],"productive":[113],"cure,":[114],"image":[117,135],"convolutional":[121],"neural":[122],"network":[123],"(CNN)":[124],"giving":[126],"excellent":[127],"outcomes":[128],"this":[130],"capacity.":[131],"CNN":[132,160],"uses":[133],"fragments":[136],"train":[138],"data":[140],"classify":[142],"them":[143],"types.":[146],"Hierarchical":[147],"Deep":[148],"Learning-Based":[149],"Tumor":[151],"(HDL2BT)":[152],"proposed":[155,170,207],"with":[156],"detection":[163],"tumors.":[168,205],"categorizes":[172],"four":[176],"types:":[177],"pituitary,":[180],"no-tumor.":[182],"suggested":[184],"model":[185],"achieves":[186],"92.13%":[187],"precision":[188],"miss":[191],"rate":[192],"7.87%,":[194],"being":[195],"superior":[196],"earlier":[198],"methods":[199],"segmentation":[203],"will":[209],"provide":[210],"clinical":[211],"assistance":[212],"area":[215],"medicine.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":17},{"year":2025,"cited_by_count":59},{"year":2024,"cited_by_count":56},{"year":2023,"cited_by_count":41},{"year":2022,"cited_by_count":12}],"updated_date":"2026-09-02T07:38:04.252551","created_date":"2025-10-10T00:00:00"}
