{"id":"https://openalex.org/W4399760603","doi":"https://doi.org/10.3389/fninf.2024.1414925","title":"Enhancing brain tumor detection in MRI with a rotation invariant Vision Transformer","display_name":"Enhancing brain tumor detection in MRI with a rotation invariant Vision Transformer","publication_year":2024,"publication_date":"2024-06-18","ids":{"openalex":"https://openalex.org/W4399760603","doi":"https://doi.org/10.3389/fninf.2024.1414925","pmid":"https://pubmed.ncbi.nlm.nih.gov/38957549"},"language":"en","primary_location":{"id":"doi:10.3389/fninf.2024.1414925","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2024.1414925","pdf_url":"https://www.frontiersin.org/articles/10.3389/fninf.2024.1414925/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fninf.2024.1414925/pdf?isPublishedV2=False","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023902042","display_name":"Palani Thanaraj Krishnan","orcid":"https://orcid.org/0000-0002-4214-9685"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Palani Thanaraj Krishnan","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030197400","display_name":"K. Pradeep","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pradeep Krishnadoss","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063523781","display_name":"Mukund Khandelwal","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mukund Khandelwal","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049261335","display_name":"Devansh Gupta","orcid":"https://orcid.org/0000-0001-9180-9611"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Devansh Gupta","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099176224","display_name":"Anupoju Nihaal","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anupoju Nihaal","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109852774","display_name":"T. Sunil Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141702","display_name":"University of G\u00e4vle","ror":"https://ror.org/043fje207","country_code":"SE","type":"education","lineage":["https://openalex.org/I4210141702"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"T. Sunil Kumar","raw_affiliation_strings":["Department of Electrical Engineering, Mathematics and Science, University of G\u00e4vle, G\u00e4vle, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Mathematics and Science, University of G\u00e4vle, G\u00e4vle, Sweden","institution_ids":["https://openalex.org/I4210141702"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5109852774"],"corresponding_institution_ids":["https://openalex.org/I4210141702"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":9.2394,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.98479038,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"18","issue":null,"first_page":"1414925","last_page":"1414925"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9490000009536743,"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":0.9490000009536743,"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":0.013899999670684338,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.003100000089034438,"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":0.6817948222160339},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.653390645980835},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6530541181564331},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.5695297718048096},{"id":"https://openalex.org/keywords/brain-tumor","display_name":"Brain tumor","score":0.5086851716041565},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.47765982151031494},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4772883951663971},{"id":"https://openalex.org/keywords/rotation","display_name":"Rotation (mathematics)","score":0.4218995273113251},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34763771295547485},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.19923388957977295},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13815295696258545},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11867663264274597},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1063917875289917},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09487533569335938},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08691802620887756}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6817948222160339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.653390645980835},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6530541181564331},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.5695297718048096},{"id":"https://openalex.org/C2779130545","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain tumor","level":2,"score":0.5086851716041565},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.47765982151031494},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4772883951663971},{"id":"https://openalex.org/C74050887","wikidata":"https://www.wikidata.org/wiki/Q848368","display_name":"Rotation (mathematics)","level":2,"score":0.4218995273113251},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34763771295547485},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.19923388957977295},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13815295696258545},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11867663264274597},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1063917875289917},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09487533569335938},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08691802620887756},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3389/fninf.2024.1414925","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2024.1414925","pdf_url":"https://www.frontiersin.org/articles/10.3389/fninf.2024.1414925/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},{"id":"pmid:38957549","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38957549","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in neuroinformatics","raw_type":null},{"id":"pmh:oai:DiVA.org:hig-45176","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:hig:diva-45176","pdf_url":"https://hig.diva-portal.org/smash/get/diva2:1882141/FULLTEXT01","source":{"id":"https://openalex.org/S4306402141","display_name":"DiVA (University of G\u00e4vle)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210141702","host_organization_name":"University of G\u00e4vle","host_organization_lineage":["https://openalex.org/I4210141702"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:pubmedcentral.nih.gov:11217563","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11217563","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11217563/pdf/fninf-18-1414925.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Neuroinform","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:2820912888b1497fa07dd7914bb2a67d","is_oa":true,"landing_page_url":"https://doaj.org/article/2820912888b1497fa07dd7914bb2a67d","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":"Frontiers in Neuroinformatics, Vol 18 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fninf.2024.1414925","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2024.1414925","pdf_url":"https://www.frontiersin.org/articles/10.3389/fninf.2024.1414925/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323877","display_name":"H\u00f6gskolan i G\u00e4vle","ror":"https://ror.org/043fje207"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399760603.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W2616247523","https://openalex.org/W3082607403","https://openalex.org/W3094502228","https://openalex.org/W3102564565","https://openalex.org/W3103929117","https://openalex.org/W3137206040","https://openalex.org/W3144991284","https://openalex.org/W3163935289","https://openalex.org/W4224064723","https://openalex.org/W4283783784","https://openalex.org/W4293179285","https://openalex.org/W4313445459","https://openalex.org/W4320712817","https://openalex.org/W4321019079","https://openalex.org/W4321374369","https://openalex.org/W4360864690","https://openalex.org/W4376603227","https://openalex.org/W4381431310","https://openalex.org/W4383343037","https://openalex.org/W4385150368","https://openalex.org/W4385453535","https://openalex.org/W4385764464","https://openalex.org/W4388202396","https://openalex.org/W4388622596","https://openalex.org/W4388979610","https://openalex.org/W4390041115","https://openalex.org/W4390485476","https://openalex.org/W4390970311","https://openalex.org/W4391584570","https://openalex.org/W4391798355","https://openalex.org/W4392089012","https://openalex.org/W4392209754","https://openalex.org/W4392518777","https://openalex.org/W4392600753","https://openalex.org/W4393062016","https://openalex.org/W4393866637","https://openalex.org/W6810463238"],"related_works":["https://openalex.org/W2327340211","https://openalex.org/W2027542625","https://openalex.org/W4292199793","https://openalex.org/W2282195379","https://openalex.org/W2089784006","https://openalex.org/W2295388821","https://openalex.org/W2102312026","https://openalex.org/W2885663991","https://openalex.org/W2071433170","https://openalex.org/W1016623679"],"abstract_inverted_index":{"Background:":[0],"The":[1,85,107],"Rotation":[2],"Invariant":[3],"Vision":[4,72],"Transformer":[5,73],"(RViT)":[6],"is":[7],"a":[8,101],"novel":[9],"deep":[10],"learning":[11],"model":[12,74],"tailored":[13],"for":[14,123],"brain":[15,32,124],"tumor":[16,33,105,125],"classification":[17],"using":[18],"MRI":[19,41],"scans.":[20],"Methods:":[21],"RViT":[22,68,115],"incorporates":[23],"rotated":[24],"patch":[25,91],"embeddings":[26,92],"to":[27,97,119,129],"enhance":[28,120],"the":[29,38,70,94,117],"accuracy":[30,64],"of":[31,65,114],"identification.":[34],"Results:":[35],"Evaluation":[36],"on":[37],"Brain":[39],"Tumor":[40],"Dataset":[42],"from":[43],"Kaggle":[44],"demonstrates":[45],"RViT's":[46],"superior":[47],"performance":[48],"with":[49],"sensitivity":[50],"(1.0),":[51],"specificity":[52],"(0.975),":[53],"F1-score":[54],"(0.984),":[55],"Matthew's":[56],"Correlation":[57],"Coefficient":[58],"(MCC)":[59],"(0.972),":[60],"and":[61,75,110,127],"an":[62],"overall":[63],"0.986.":[66],"Conclusion:":[67],"outperforms":[69],"standard":[71],"several":[76],"existing":[77],"techniques,":[78],"highlighting":[79],"its":[80],"efficacy":[81],"in":[82,104],"medical":[83],"imaging.":[84,106],"study":[86],"confirms":[87],"that":[88],"integrating":[89],"rotational":[90,111],"improves":[93],"model's":[95],"capability":[96],"handle":[98],"diverse":[99],"orientations,":[100],"common":[102],"challenge":[103],"specialized":[108],"architecture":[109],"invariance":[112],"approach":[113],"have":[116],"potential":[118],"current":[121],"methodologies":[122],"detection":[126],"extend":[128],"other":[130],"complex":[131],"imaging":[132],"tasks.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":7}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
