乐胖代购免代理版

{"id":"https://openalex.org/W4386223665","doi":"https://doi.org/10.1002/ima.22957","title":"Enhancing brain tumor classification with transfer learning: Leveraging DenseNet121 for accurate and efficient detection","display_name":"Enhancing brain tumor classification with transfer learning: Leveraging DenseNet121 for accurate and efficient detection","publication_year":2023,"publication_date":"2023-08-28","ids":{"openalex":"https://openalex.org/W4386223665","doi":"https://doi.org/10.1002/ima.22957"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1002/ima.22957","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/ima.22957","source":{"id":"https://openalex.org/S15952048","display_name":"International Journal of Imaging Systems and Technology","issn_l":"0899-9457","issn":["0899-9457","1098-1098"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/ima.22957","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101457384","display_name":"Asif Raza","orcid":"https://orcid.org/0009-0008-8298-9161"},"institutions":[{"id":"https://openalex.org/I34478861","display_name":"Sir Syed University of Engineering and Technology","ror":"https://ror.org/02n4kqn31","country_code":"PK","type":"education","lineage":["https://openalex.org/I34478861"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Asif Raza","raw_affiliation_strings":["Department of Computer Science Sir Syed University of Engineering & Technology Karachi Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science Sir Syed University of Engineering & Technology Karachi Pakistan","institution_ids":["https://openalex.org/I34478861"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026392286","display_name":"Mohammed S. Alshehri","orcid":"https://orcid.org/0000-0001-9471-7720"},"institutions":[{"id":"https://openalex.org/I47164929","display_name":"Najran University","ror":"https://ror.org/05edw4a90","country_code":"SA","type":"funder","lineage":["https://openalex.org/I47164929"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammed S. Alshehri","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Information Systems, Najran University, Najran, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Information Systems, Najran University, Najran, Saudi Arabia","institution_ids":["https://openalex.org/I47164929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045573738","display_name":"Sultan Almakdi","orcid":"https://orcid.org/0000-0003-2415-7304"},"institutions":[{"id":"https://openalex.org/I47164929","display_name":"Najran University","ror":"https://ror.org/05edw4a90","country_code":"SA","type":"funder","lineage":["https://openalex.org/I47164929"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sultan Almakdi","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Information Systems, Najran University, Najran, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Information Systems, Najran University, Najran, Saudi Arabia","institution_ids":["https://openalex.org/I47164929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052731223","display_name":"Ali Akbar Siddique","orcid":"https://orcid.org/0000-0002-9641-7067"},"institutions":[{"id":"https://openalex.org/I34478861","display_name":"Sir Syed University of Engineering and Technology","ror":"https://ror.org/02n4kqn31","country_code":"PK","type":"education","lineage":["https://openalex.org/I34478861"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Ali Akbar Siddique","raw_affiliation_strings":["Department of Telecommunication Engineering Sir Syed University of Engineering & Technology Karachi Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Telecommunication Engineering Sir Syed University of Engineering & Technology Karachi Pakistan","institution_ids":["https://openalex.org/I34478861"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076062606","display_name":"Mohammad Alsulami","orcid":"https://orcid.org/0000-0001-5765-1291"},"institutions":[{"id":"https://openalex.org/I47164929","display_name":"Najran University","ror":"https://ror.org/05edw4a90","country_code":"SA","type":"funder","lineage":["https://openalex.org/I47164929"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammad Alsulami","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Information Systems, Najran University, Najran, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Information Systems, Najran University, Najran, Saudi Arabia","institution_ids":["https://openalex.org/I47164929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067940140","display_name":"Majed Alhaisoni","orcid":"https://orcid.org/0000-0002-0231-6899"},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"funder","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Majed Alhaisoni","raw_affiliation_strings":["Computer Sciences Department, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Computer Sciences Department, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052731223"],"corresponding_institution_ids":["https://openalex.org/I34478861"],"apc_list":{"value":3450,"currency":"USD","value_usd":3450},"apc_paid":null,"fwci":1.042,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":86,"max":89},"biblio":{"volume":"34","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9999,"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":0.9999,"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":0.9985,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9983,"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/transfer-of-learning","display_name":"Transfer of learning","score":0.63807887},{"id":"https://openalex.org/keywords/brain-tumor","display_name":"Brain tumor","score":0.6092536},{"id":"https://openalex.org/keywords/identification","display_name":"Identification","score":0.604029}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.69310164},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.63807887},{"id":"https://openalex.org/C2779130545","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain tumor","level":2,"score":0.6092536},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.604029},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5963273},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.47499266},{"id":"https://openalex.org/C2778227246","wikidata":"https://www.wikidata.org/wiki/Q1365309","display_name":"Glioma","level":2,"score":0.46656147},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41513896},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38391152},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17211479},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.14674291},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.08929825},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08680114},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.064819425},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1002/ima.22957","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/ima.22957","source":{"id":"https://openalex.org/S15952048","display_name":"International Journal of Imaging Systems and Technology","issn_l":"0899-9457","issn":["0899-9457","1098-1098"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1002/ima.22957","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/ima.22957","source":{"id":"https://openalex.org/S15952048","display_name":"International Journal of Imaging Systems and Technology","issn_l":"0899-9457","issn":["0899-9457","1098-1098"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320323502","funder_display_name":"Najran University","award_id":"NU/RG/SERC/12/28"}],"datasets":[],"versions":[],"referenced_works_count":35,"referenced_works":["https://openalex.org/W2183341477","https://openalex.org/W2618530766","https://openalex.org/W2904910159","https://openalex.org/W2912633045","https://openalex.org/W2942777598","https://openalex.org/W2945839551","https://openalex.org/W2979617155","https://openalex.org/W2998946577","https://openalex.org/W3009010606","https://openalex.org/W3011430986","https://openalex.org/W3039513141","https://openalex.org/W3087300877","https://openalex.org/W3105809585","https://openalex.org/W3107194210","https://openalex.org/W3127102567","https://openalex.org/W3139271288","https://openalex.org/W3179944039","https://openalex.org/W3204628622","https://openalex.org/W3204655109","https://openalex.org/W3209651137","https://openalex.org/W3212993326","https://openalex.org/W4210979425","https://openalex.org/W4212796404","https://openalex.org/W4213442487","https://openalex.org/W4214701159","https://openalex.org/W4220904204","https://openalex.org/W4224062111","https://openalex.org/W4225300587","https://openalex.org/W4226125429","https://openalex.org/W4254065421","https://openalex.org/W4280521970","https://openalex.org/W4280605685","https://openalex.org/W4281776903","https://openalex.org/W4288068240","https://openalex.org/W4360994900"],"related_works":["https://openalex.org/W4386951147","https://openalex.org/W4308767530","https://openalex.org/W4223451915","https://openalex.org/W4220833452","https://openalex.org/W4205170363","https://openalex.org/W3208778134","https://openalex.org/W3005931108","https://openalex.org/W2887359201","https://openalex.org/W2362999506","https://openalex.org/W2353418361"],"abstract_inverted_index":{"Abstract":[0],"Brain":[1],"tumors":[2],"pose":[3],"a":[4,40],"serious":[5],"neurological":[6],"threat":[7],"to":[8,38],"human":[9],"life,":[10],"necessitating":[11],"improved":[12],"detection":[13],"and":[14,32,42,48,60,95,113,116,122,128,131,141],"classification":[15,96,101],"methods.":[16],"Deep":[17],"transfer":[18],"learning":[19],"(TL),":[20],"in":[21,23,88],"particular":[22],"key":[24],"tumor":[25,46],"categories":[26],"such":[27],"as":[28,138],"meningioma,":[29],"pituitary,":[30],"glioma,":[31],"instances":[33],"without":[34],"tumors,":[35],"has":[36],"shown":[37],"be":[39],"new":[41],"successful":[43],"method":[44],"for":[45,63,92,145],"identification":[47,94],"classification.":[49],"In":[50],"this":[51],"work,":[52],"the":[53,76,80,93],"efficacy":[54],"of":[55,68,90,97,119],"two":[56],"pre\u2010trained":[57],"TL":[58,81],"methods\u2014Inceptionv3":[59],"DenseNet121\u2014was":[61],"examined":[62],"correctly":[64],"classifying":[65],"certain":[66],"kinds":[67],"brain":[69,98,146],"tumors.":[70,99],"The":[71,100],"experimental":[72],"findings":[73],"show":[74],"that":[75],"DenseNet\u2010121":[77,107,125],"model,":[78],"using":[79],"approach,":[82],"performed":[83],"better":[84],"than":[85],"other":[86],"models":[87],"terms":[89],"accuracy":[91,112],"test":[102],"results":[103],"were":[104],"impressive,":[105],"with":[106],"reaching":[108],"an":[109,139],"astounding":[110],"99.95%":[111],"precision,":[114],"recall,":[115],"F1\u2010measure":[117],"scores":[118],"97.7%,":[120],"92.1%,":[121],"94.8%,":[123],"respectively.":[124],"demonstrated":[126],"100%":[127],"92.42%":[129],"training":[130],"validation":[132],"accuracies,":[133],"respectively,":[134],"highlighting":[135],"its":[136],"potential":[137],"effective":[140],"precise":[142],"diagnosis":[143],"tool":[144],"malignancies.":[147]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4386223665","counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-03-23T22:44:48.057542","created_date":"2023-08-29"}