{"id":"https://openalex.org/W4384080823","doi":"https://doi.org/10.1109/access.2023.3294562","title":"Classifying and Localizing Abnormalities in Brain MRI Using Channel Attention Based Semi-Bayesian Ensemble Voting Mechanism and Convolutional Auto-Encoder","display_name":"Classifying and Localizing Abnormalities in Brain MRI Using Channel Attention Based Semi-Bayesian Ensemble Voting Mechanism and Convolutional Auto-Encoder","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4384080823","doi":"https://doi.org/10.1109/access.2023.3294562"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3294562","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3294562","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10179909.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10179909.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071271357","display_name":"Syed Muhammad Ahmed Hassan Shah","orcid":"https://orcid.org/0000-0002-2942-7302"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Syed Muhammad Ahmed Hassan Shah","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-2942-7302","affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100603232","display_name":"Asad Ullah","orcid":"https://orcid.org/0000-0002-0315-5951"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Asad Ullah","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-0315-5951","affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048409819","display_name":"Jawaid Iqbal","orcid":"https://orcid.org/0000-0002-5045-7485"},"institutions":[{"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":["PK"],"is_corresponding":false,"raw_author_name":"Jawaid Iqbal","raw_affiliation_strings":["Faculty of Computing, Riphah International University, Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-5045-7485","affiliations":[{"raw_affiliation_string":"Faculty of Computing, Riphah International University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I195024194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024097894","display_name":"Sami Bourouis","orcid":"https://orcid.org/0000-0002-6638-7039"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sami Bourouis","raw_affiliation_strings":["Department of Information Technology, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia","Department of Information Technology, College of Computers and Information Technology, Taif University, P.O.Box 11099, Taif, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-6638-7039","affiliations":[{"raw_affiliation_string":"Department of Information Technology, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]},{"raw_affiliation_string":"Department of Information Technology, College of Computers and Information Technology, Taif University, P.O.Box 11099, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072148840","display_name":"Syed Sajid Ullah","orcid":"https://orcid.org/0000-0002-5406-0389"},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Syed Sajid Ullah","raw_affiliation_strings":["Department of Information and Communication Technology, University of Agder (UiA), Grimstad, Norway"],"raw_orcid":"https://orcid.org/0000-0002-5406-0389","affiliations":[{"raw_affiliation_string":"Department of Information and Communication Technology, University of Agder (UiA), Grimstad, Norway","institution_ids":["https://openalex.org/I200650556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100698089","display_name":"Saddam Hussain","orcid":"https://orcid.org/0000-0003-1523-1330"},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"education","lineage":["https://openalex.org/I189462010"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"Saddam Hussain","raw_affiliation_strings":["School of Digital Science, Universiti Brunei Darussalam, alan Tungku Link, Gadong, Brunei","School of Digital Science, Universiti Brunei Darussalam Jalan Tungku Link, Gadong, Brunei Darussalam"],"raw_orcid":"https://orcid.org/0000-0003-1523-1330","affiliations":[{"raw_affiliation_string":"School of Digital Science, Universiti Brunei Darussalam, alan Tungku Link, Gadong, Brunei","institution_ids":["https://openalex.org/I189462010"]},{"raw_affiliation_string":"School of Digital Science, Universiti Brunei Darussalam Jalan Tungku Link, Gadong, Brunei Darussalam","institution_ids":["https://openalex.org/I189462010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101606555","display_name":"Muhammad Qasim Khan","orcid":"https://orcid.org/0000-0002-3569-5012"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Qasim Khan","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066353276","display_name":"Yaser Ali Shah","orcid":"https://orcid.org/0000-0003-1628-1743"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Yaser Ali Shah","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-1628-1743","affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101731558","display_name":"Ghulam Mustafa","orcid":"https://orcid.org/0000-0002-0354-8229"},"institutions":[{"id":"https://openalex.org/I179531654","display_name":"Shifa Tameer-e-Millat University","ror":"https://ror.org/021p6rb08","country_code":"PK","type":"education","lineage":["https://openalex.org/I179531654"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ghulam Mustafa","raw_affiliation_strings":["Department of Computer Science, Shifa Tameer-e-Millat University, Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-0354-8229","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Shifa Tameer-e-Millat University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I179531654"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.6747,"has_fulltext":true,"cited_by_count":41,"citation_normalized_percentile":{"value":0.95649073,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"75528","last_page":"75545"},"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":0.9944000244140625,"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/T12676","display_name":"Machine Learning and ELM","score":0.9922000169754028,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7681901454925537},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.5709969997406006},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.557856559753418},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5574862957000732},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5492749214172363},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5235083699226379},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.49872827529907227},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.46303117275238037}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7681901454925537},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.5709969997406006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.557856559753418},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5574862957000732},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5492749214172363},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5235083699226379},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.49872827529907227},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.46303117275238037},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2023.3294562","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3294562","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10179909.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4318789be2064b84ab2088d5c660fc1f","is_oa":true,"landing_page_url":"https://doaj.org/article/4318789be2064b84ab2088d5c660fc1f","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":"IEEE Access, Vol 11, Pp 75528-75545 (2023)","raw_type":"article"},{"id":"pmh:oai:uia.brage.unit.no:11250/3126238","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3126238","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"75528-75545","raw_type":"info:eu-repo/semantics/other"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3294562","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3294562","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10179909.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6899999976158142,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323722","display_name":"Taif University","ror":"https://ror.org/014g1a453"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384080823.pdf","grobid_xml":"https://content.openalex.org/works/W4384080823.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1974760657","https://openalex.org/W2116531017","https://openalex.org/W2119862467","https://openalex.org/W2140517924","https://openalex.org/W2182098131","https://openalex.org/W2187089797","https://openalex.org/W2295124130","https://openalex.org/W2325979607","https://openalex.org/W2752782242","https://openalex.org/W2765955914","https://openalex.org/W2787170817","https://openalex.org/W2799476711","https://openalex.org/W2893347629","https://openalex.org/W2913700095","https://openalex.org/W2917900388","https://openalex.org/W2945839551","https://openalex.org/W2955805844","https://openalex.org/W3100750175","https://openalex.org/W3121092655","https://openalex.org/W3123265022","https://openalex.org/W3127167602","https://openalex.org/W3134696414","https://openalex.org/W3140570490","https://openalex.org/W3183053987","https://openalex.org/W3185441414","https://openalex.org/W3201141954","https://openalex.org/W3212589311","https://openalex.org/W3216820062","https://openalex.org/W3217110323","https://openalex.org/W4205420080","https://openalex.org/W4213310583","https://openalex.org/W4213350476","https://openalex.org/W4230734561","https://openalex.org/W4310135819","https://openalex.org/W4313328849","https://openalex.org/W4313427880","https://openalex.org/W4317802907","https://openalex.org/W4319988519"],"related_works":["https://openalex.org/W2382997850","https://openalex.org/W4390516098","https://openalex.org/W2390968135","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696","https://openalex.org/W2354715126","https://openalex.org/W2388563748"],"abstract_inverted_index":{"Brain":[0],"tumors":[1,70,144,228,241],"represent":[2],"a":[3,24,58,161,188],"severe":[4],"and":[5,39,48,67,127,134,210,250],"often":[6],"life-threatening":[7],"condition":[8],"in":[9,98,154,254,260],"adults,":[10],"as":[11,36],"the":[12,19,86,93,99,102,107,111,119,125,128,150,197,246,255],"rapid":[13],"multiplication":[14],"of":[15,52,85,95,130,142,149,200,238],"cancerous":[16],"cells":[17],"within":[18],"tumor":[20,96,108,132],"can":[21,65,166,251],"critically":[22],"impair":[23],"patient\u2019s":[25],"normal":[26],"functioning.":[27],"The":[28,50,72,88,139,173,193,203,232],"clinical":[29,171,256],"practice":[30],"commonly":[31],"utilizes":[32],"imaging":[33],"modalities":[34],"such":[35],"MRI,":[37],"PET":[38],"CT":[40],"scans":[41],"to":[42,56,76,123,214,258],"assess":[43],"brain":[44,69,131,143,189,240],"tumor\u2019s":[45,190],"size,":[46],"type,":[47],"location.":[49],"purpose":[51],"this":[53],"research":[54,158],"is":[55,74,146,224,248],"create":[57],"computer":[59],"aided":[60],"diagnosis":[61,133],"(CAD)":[62],"system":[63,73,121],"that":[64,165,245],"segment":[66],"categorize":[68],"automatically.":[71],"designed":[75],"work":[77,205],"specifically":[78],"with":[79],"T1W-CE":[80,218],"Magnetic":[81],"Resonance":[82],"Images":[83],"(MRI)":[84],"brain.":[87],"classification":[89,141],"task":[90,104],"involves":[91,105],"determining":[92],"type":[94],"present":[97],"image,":[100],"while":[101],"segmentation":[103],"separating":[106],"region":[109],"from":[110,229,235],"surrounding":[112],"healthy":[113],"tissue.":[114],"By":[115],"automating":[116],"these":[117],"tasks,":[118],"proposed":[120,174,204],"aims":[122],"increase":[124],"accuracy":[126,201,212,233],"effectiveness":[129],"treatment":[135],"planning":[136],"for":[137,170,187,226],"patients.":[138],"multi-class":[140,191],"(BCT)":[145],"considered":[147],"one":[148],"most":[151],"daunting":[152],"problems":[153],"medical":[155],"imaging.":[156],"This":[157],"article":[159],"proposes":[160],"model":[162,183,195],"named":[163],"VS-BEAM":[164,175,194],"be":[167,252],"used":[168,253],"efficiently":[169],"decision-making.":[172],"(Voting":[176],"Based":[177],"Semi-Supervised":[178],"Bayesian":[179],"Ensemble":[180],"Attention":[181],"Mechanism)":[182],"has":[184],"been":[185],"examined":[186],"classification.":[192],"achieved":[196],"highest":[198],"level":[199],"possible.":[202],"achieves":[206],"maximum":[207],"sensitivity,":[208],"specificity,":[209],"diagnostic":[211],"compared":[213],"existing":[215],"models":[216],"using":[217],"MRI":[219,230],"images.":[220,231],"A":[221],"convolutional":[222],"autoencoder":[223],"utilized":[225],"extracting":[227],"obtained":[234],"testing":[236],"data":[237],"264":[239],"was":[242],"98.91%,":[243],"indicating":[244],"method":[247],"effective":[249],"context":[257],"assist":[259],"detecting":[261],"larger":[262],"or":[263],"even":[264],"smaller":[265],"tumors.":[266]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
