{"id":"https://openalex.org/W4410296085","doi":"https://doi.org/10.1109/isbi60581.2025.10981247","title":"Identifying Brain Strokes by Image Analysis Using Transfer Learning","display_name":"Identifying Brain Strokes by Image Analysis Using Transfer Learning","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4410296085","doi":"https://doi.org/10.1109/isbi60581.2025.10981247"},"language":"en","primary_location":{"id":"doi:10.1109/isbi60581.2025.10981247","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10981247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","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/A5102699141","display_name":"Anubhav Anand","orcid":"https://orcid.org/0009-0003-6893-1098"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Anubhav Anand","raw_affiliation_strings":["School of Computing, Dublin City University,Dublin,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Dublin City University,Dublin,Ireland","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sruthi Acharya","orcid":null},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Sruthi Acharya","raw_affiliation_strings":["School of Computing, Dublin City University,Dublin,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Dublin City University,Dublin,Ireland","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034557821","display_name":"Claudia Mazo","orcid":"https://orcid.org/0000-0003-1703-8964"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Claudia Mazo","raw_affiliation_strings":["School of Computing, Dublin City University,Dublin,Ireland"],"raw_orcid":"https://orcid.org/0000-0003-1703-8964","affiliations":[{"raw_affiliation_string":"School of Computing, Dublin City University,Dublin,Ireland","institution_ids":["https://openalex.org/I42934936"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I42934936"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12177409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9933000206947327,"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":0.9933000206947327,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9388999938964844,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7065108418464661},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5424886345863342},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5080630779266357},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4466080963611603},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38537511229515076}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7065108418464661},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5424886345863342},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5080630779266357},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4466080963611603},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38537511229515076}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi60581.2025.10981247","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10981247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2622826443","https://openalex.org/W2791595050","https://openalex.org/W2999858656","https://openalex.org/W3012312258","https://openalex.org/W4283364477","https://openalex.org/W4316881824","https://openalex.org/W4380049370","https://openalex.org/W4386427012"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Brain":[0],"Stroke":[1],"is":[2,31,178],"a":[3,159,166,170],"life-threatening":[4],"medical":[5,37],"condition":[6],"that":[7,155],"requires":[8],"prompt":[9],"diagnosis":[10,74],"and":[11,23,35,52,70,96,122,132,139,161,189],"treatment":[12],"to":[13,55,117],"minimize":[14],"its":[15],"devastating":[16],"effects":[17],"like":[18],"partial":[19],"paralysis,":[20],"speech":[21],"impairment,":[22],"memory":[24],"loss.":[25],"The":[26],"classification":[27],"of":[28,72,85,92,120,124,134,137,141,150,186],"brain":[29,57,129,174],"strokes":[30,58],"crucial":[32],"for":[33,127,143],"accurate":[34],"timely":[36],"treatment.":[38],"Our":[39,103],"research":[40,157],"employs":[41],"transfer":[42,76],"learning,":[43],"such":[44],"as":[45],"Convolutional":[46],"Neural":[47],"Networks":[48],"(CNN),":[49],"ResNet,":[50],"RadiNet,":[51],"MobileNet":[53,106],"algorithms,":[54],"classify":[56],"from":[59],"Computed":[60],"Tomography":[61],"(CT)":[62],"scans,":[63],"focusing":[64],"on":[65,107],"improving":[66],"both":[67],"the":[68,82,86,101,184],"speed":[69],"accuracy":[71,149],"stroke":[73,130,144,171,175],"using":[75],"learning":[77,188,191],"techniques.":[78,192],"To":[79],"deal":[80],"with":[81,146],"unbalanced":[83],"nature":[84],"dataset,":[87],"we":[88],"implemented":[89],"various":[90],"features":[91],"data":[93],"augmentation":[94],"techniques":[95],"achieved":[97],"class":[98],"balance":[99],"in":[100,164],"dataset.":[102],"proposed":[104],"model":[105],"augmented":[108],"down-sampling":[109],"dataset":[110],"demonstrates,":[111],"exceptional":[112],"overall":[113,148],"F1-scores":[114],"achieving":[115],"up":[116],"99%,":[118,135,138],"precision":[119,136],"99%":[121],"recall":[123,140],"99":[125,151],"%":[126],"no":[128,173],"cases":[131],"F1-score":[133],"100%":[142],"cases,":[145],"an":[147,180],"%.":[152],"We":[153],"conclude":[154],"our":[156],"adds":[158],"valuable":[160],"efficient":[162],"method":[163],"classifying":[165],"CT":[167],"scan":[168],"into":[169],"or":[172],"case,":[176],"which":[177],"still":[179],"open":[181],"problem":[182],"despite":[183],"usage":[185],"deep":[187],"machine":[190]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
