{"id":"https://openalex.org/W4410915793","doi":"https://doi.org/10.1007/s41060-025-00806-y","title":"High-precision brain tumor diagnosis using SECNN-MNet framework and explainable AI","display_name":"High-precision brain tumor diagnosis using SECNN-MNet framework and explainable AI","publication_year":2025,"publication_date":"2025-05-31","ids":{"openalex":"https://openalex.org/W4410915793","doi":"https://doi.org/10.1007/s41060-025-00806-y"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-025-00806-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41060-025-00806-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41060-025-00806-y.pdf","source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s41060-025-00806-y.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102850705","display_name":"Nabil M. AbdelAziz","orcid":"https://orcid.org/0000-0001-6181-097X"},"institutions":[{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Nabil M. AbdelAziz","raw_affiliation_strings":["Information System Department, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44511, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information System Department, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44511, Egypt","institution_ids":["https://openalex.org/I192398990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107914363","display_name":"Wael Said","orcid":null},"institutions":[{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Wael Said","raw_affiliation_strings":["Computer Science Department, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44511, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44511, Egypt","institution_ids":["https://openalex.org/I192398990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113361837","display_name":"Mohamed M. AbdelHafeez","orcid":null},"institutions":[{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Mohamed M. AbdelHafeez","raw_affiliation_strings":["Information System Department, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44511, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information System Department, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44511, Egypt","institution_ids":["https://openalex.org/I192398990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111311053","display_name":"Asmaa H. Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Asmaa H. Ali","raw_affiliation_strings":["Information System Department, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44511, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information System Department, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44511, Egypt","institution_ids":["https://openalex.org/I192398990"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5113361837"],"corresponding_institution_ids":["https://openalex.org/I192398990"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":0.4259,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61003168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"20","issue":"6","first_page":"5961","last_page":"5978"},"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":0.9980000257492065,"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":0.9976000189781189,"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/brain-tumor","display_name":"Brain tumor","score":0.45092201232910156},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38651376962661743},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3786253333091736},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3601270318031311},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3358297348022461},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32953816652297974},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.21978789567947388},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.1107558012008667}],"concepts":[{"id":"https://openalex.org/C2779130545","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain tumor","level":2,"score":0.45092201232910156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38651376962661743},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3786253333091736},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3601270318031311},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3358297348022461},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32953816652297974},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.21978789567947388},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.1107558012008667}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41060-025-00806-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41060-025-00806-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41060-025-00806-y.pdf","source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s41060-025-00806-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41060-025-00806-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41060-025-00806-y.pdf","source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324156","display_name":"Zagazig University","ror":"https://ror.org/053g6we49"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410915793.pdf","grobid_xml":"https://content.openalex.org/works/W4410915793.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W2581516228","https://openalex.org/W2592929672","https://openalex.org/W2618694529","https://openalex.org/W2747774349","https://openalex.org/W2752782242","https://openalex.org/W2774250650","https://openalex.org/W2780099243","https://openalex.org/W2883817443","https://openalex.org/W2911188335","https://openalex.org/W2962858109","https://openalex.org/W3004572460","https://openalex.org/W3033124657","https://openalex.org/W3174422331","https://openalex.org/W3211024110","https://openalex.org/W4213173579","https://openalex.org/W4224318518","https://openalex.org/W4255470534","https://openalex.org/W4291511624","https://openalex.org/W4317802907","https://openalex.org/W4377700168","https://openalex.org/W4387251283","https://openalex.org/W4393312670","https://openalex.org/W4393850154","https://openalex.org/W4396828329","https://openalex.org/W4401700881"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2931662336","https://openalex.org/W4220667126","https://openalex.org/W2077865380","https://openalex.org/W3006817050","https://openalex.org/W4401768695","https://openalex.org/W2765597752","https://openalex.org/W2134894512","https://openalex.org/W2083375246"],"abstract_inverted_index":{"Abstract":[0],"Accurate":[1],"diagnosis":[2],"of":[3,31,57,70,76,116,145],"brain":[4,58,120,150],"tumors":[5,59],"from":[6],"MRI":[7,61],"scans":[8],"is":[9],"crucial":[10,90,159],"for":[11,52,138,160],"effective":[12],"treatment":[13],"planning":[14],"and":[15,54,136,157,163],"patient":[16,164],"outcomes.":[17],"Deep":[18],"learning":[19,49],"techniques":[20],"have":[21],"shown":[22],"promise":[23],"in":[24,60,118,147],"automating":[25],"this":[26],"process,":[27],"but":[28],"the":[29,40,65,73,82,143],"interpretability":[30,135,158],"their":[32],"decisions":[33],"remains":[34],"a":[35,46],"challenge.":[36],"This":[37,140],"paper":[38],"introduces":[39],"Squeeze-and-Excitation":[41],"Convolutional":[42],"Neural":[43],"Network-MobileNet":[44],"(SECNN-MNet),":[45],"novel":[47],"deep":[48],"model":[50,83,109],"designed":[51],"precise":[53],"interpretable":[55],"classification":[56],"images.":[62],"SECNN-MNet":[63,127,146],"combines":[64],"robust":[66],"feature":[67,86],"extraction":[68],"capabilities":[69],"SE-CNN":[71],"with":[72],"computational":[74,101],"efficiency":[75],"MobileNet.":[77],"By":[78],"integrating":[79],"SE":[80],"blocks,":[81],"dynamically":[84],"recalibrates":[85],"maps":[87],"to":[88],"capture":[89],"tumor":[91,151],"characteristics,":[92],"enhancing":[93,133],"diagnostic":[94],"accuracy.":[95],"MobileNet\u2019s":[96],"depthwise":[97],"separable":[98],"convolutions":[99],"optimize":[100],"resources":[102],"while":[103],"preserving":[104],"image":[105],"detail":[106],"fidelity.":[107],"Our":[108],"achieves":[110],"exceptional":[111],"performance,":[112],"demonstrating":[113],"an":[114],"accuracy":[115,156],"99.6%":[117],"classifying":[119],"tumors.":[121],"Leveraging":[122],"explainable":[123],"artificial":[124],"intelligence":[125],"(XAI),":[126],"provides":[128],"insights":[129],"into":[130],"decision-making":[131],"processes,":[132],"its":[134],"utility":[137],"clinicians.":[139],"study":[141],"underscores":[142],"potential":[144],"advancing":[148],"automated":[149],"diagnosis,":[152],"offering":[153],"both":[154],"high":[155],"clinical":[161],"adoption":[162],"care.":[165]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
