{"id":"https://openalex.org/W7225619004","doi":"https://doi.org/10.1007/s42600-026-00503-0","title":"Residual attention network for brain tumor classification using MRI images","display_name":"Residual attention network for brain tumor classification using MRI images","publication_year":2026,"publication_date":"2026-11-09","ids":{"openalex":"https://openalex.org/W7225619004","doi":"https://doi.org/10.1007/s42600-026-00503-0"},"language":"en","primary_location":{"id":"doi:10.1007/s42600-026-00503-0","doi":"https://doi.org/10.1007/s42600-026-00503-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42600-026-00503-0","pdf_url":null,"source":{"id":"https://openalex.org/S2737726823","display_name":"Research on Biomedical Engineering","issn_l":"1517-3151","issn":["1517-3151","1984-7742","1984-7750","2446-4732","2446-4740"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research on Biomedical Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1007/s42600-026-00503-0","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048629653","display_name":"Punit Kaushik","orcid":"https://orcid.org/0000-0002-9147-1152","observed_orcids":["https://orcid.org/0000-0002-9147-1152"]},"institutions":[{"id":"https://openalex.org/I253188195","display_name":"Deenbandhu Chhotu Ram University of Science and Technology","ror":"https://ror.org/05gnvg690","country_code":"IN","type":"education","lineage":["https://openalex.org/I253188195"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Punit Kaushik","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Deenbandhu Chhotu Ram University of Science and Technology, Murthal, Sonipat, Haryana, India"],"raw_orcid":"https://orcid.org/0000-0002-9147-1152","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Deenbandhu Chhotu Ram University of Science and Technology, Murthal, Sonipat, Haryana, India","institution_ids":["https://openalex.org/I253188195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060458929","display_name":"Gitanjali Pandove","orcid":"https://orcid.org/0000-0001-5724-3167","observed_orcids":["https://orcid.org/0000-0001-5724-3167"]},"institutions":[{"id":"https://openalex.org/I253188195","display_name":"Deenbandhu Chhotu Ram University of Science and Technology","ror":"https://ror.org/05gnvg690","country_code":"IN","type":"education","lineage":["https://openalex.org/I253188195"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gitanjali Pandove","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Deenbandhu Chhotu Ram University of Science and Technology, Murthal, Sonipat, Haryana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Deenbandhu Chhotu Ram University of Science and Technology, Murthal, Sonipat, Haryana, India","institution_ids":["https://openalex.org/I253188195"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017849996","display_name":"Dinesh Kumar Atal","orcid":"https://orcid.org/0000-0003-2247-5632","observed_orcids":["https://orcid.org/0000-0003-2247-5632"]},"institutions":[{"id":"https://openalex.org/I253188195","display_name":"Deenbandhu Chhotu Ram University of Science and Technology","ror":"https://ror.org/05gnvg690","country_code":"IN","type":"education","lineage":["https://openalex.org/I253188195"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Dinesh Kumar Atal","raw_affiliation_strings":["Department of Biomedical Engineering, Deenbandhu Chhotu Ram University of Science and Technology, Murthal, Sonipat, Haryana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Deenbandhu Chhotu Ram University of Science and Technology, Murthal, Sonipat, Haryana, India","institution_ids":["https://openalex.org/I253188195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5017849996","https://openalex.org/A5048629653"],"corresponding_institution_ids":["https://openalex.org/I253188195"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"42","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":1.0,"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":0.0,"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":0.0,"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-classification","display_name":"brain tumor classification","score":0.9390000104904175},{"id":"https://openalex.org/keywords/brain-tumor-detection","display_name":"brain tumor detection","score":0.6620000004768372},{"id":"https://openalex.org/keywords/mri-images","display_name":"MRI images","score":0.9100000262260437},{"id":"https://openalex.org/keywords/residual-attention-network","display_name":"residual attention network","score":0.7639999985694885},{"id":"https://openalex.org/keywords/brain-tumor-segmentation","display_name":"brain tumor segmentation","score":0.8100000023841858},{"id":"https://openalex.org/keywords/image-denoising","display_name":"image denoising","score":0.6470000147819519},{"id":"https://openalex.org/keywords/image-enhancement","display_name":"image enhancement","score":0.8119999766349792},{"id":"https://openalex.org/keywords/automated-medical-image-analysis","display_name":"automated medical image analysis","score":0.6190000176429749}],"concepts":[{"id":"https://openalex.org/C2779130545","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain tumor","level":2,"score":0.7221999764442444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.70660001039505},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6991000175476074},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.6165000200271606},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.565500020980835},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5593000054359436},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5371000170707703},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.529699981212616},{"id":"https://openalex.org/C2777670902","wikidata":"https://www.wikidata.org/wiki/Q492038","display_name":"Human brain","level":2,"score":0.5231999754905701},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.499099999666214},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4767000079154968},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4424000084400177},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.44029998779296875},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4291999936103821},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.3544999957084656},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3352000117301941},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3068999946117401},{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.3041999936103821},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.2971000075340271},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2815000116825104},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.2793000042438507},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2745000123977661},{"id":"https://openalex.org/C2994463257","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain cancer","level":3,"score":0.26179999113082886},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.25220000743865967},{"id":"https://openalex.org/C166345560","wikidata":"https://www.wikidata.org/wiki/Q555840","display_name":"Brain implant","level":2,"score":0.25220000743865967}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42600-026-00503-0","doi":"https://doi.org/10.1007/s42600-026-00503-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42600-026-00503-0","pdf_url":null,"source":{"id":"https://openalex.org/S2737726823","display_name":"Research on Biomedical Engineering","issn_l":"1517-3151","issn":["1517-3151","1984-7742","1984-7750","2446-4732","2446-4740"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research on Biomedical Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s42600-026-00503-0","doi":"https://doi.org/10.1007/s42600-026-00503-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42600-026-00503-0","pdf_url":null,"source":{"id":"https://openalex.org/S2737726823","display_name":"Research on Biomedical Engineering","issn_l":"1517-3151","issn":["1517-3151","1984-7742","1984-7750","2446-4732","2446-4740"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research on Biomedical Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1984199710","https://openalex.org/W2059652177","https://openalex.org/W2614646677","https://openalex.org/W2783693896","https://openalex.org/W2810897039","https://openalex.org/W2981777580","https://openalex.org/W2994491340","https://openalex.org/W3000396774","https://openalex.org/W3012660340","https://openalex.org/W3094080036","https://openalex.org/W3104610662","https://openalex.org/W3106758205","https://openalex.org/W3171702721","https://openalex.org/W4224291389","https://openalex.org/W4289865985","https://openalex.org/W4296130306","https://openalex.org/W4317802907","https://openalex.org/W4324141359","https://openalex.org/W4382138563","https://openalex.org/W4384206976","https://openalex.org/W4385987583","https://openalex.org/W4388430308","https://openalex.org/W4392845143","https://openalex.org/W4393115836","https://openalex.org/W4394844495","https://openalex.org/W4399760603","https://openalex.org/W4404653437","https://openalex.org/W4405046591","https://openalex.org/W4409180234","https://openalex.org/W4412782040","https://openalex.org/W4415214707","https://openalex.org/W4415376166","https://openalex.org/W4417404506"],"related_works":["https://openalex.org/W7119481199","https://openalex.org/W4388039760","https://openalex.org/W4321091470","https://openalex.org/W4385626651","https://openalex.org/W7212391032","https://openalex.org/W6888891708","https://openalex.org/W4303981165","https://openalex.org/W4411143860","https://openalex.org/W4415822241","https://openalex.org/W4220895317"],"abstract_inverted_index":{"The":[0,22,126,144],"brain":[1,26,39,50,70,109,123,140,151,195,199,226],"acts":[2],"as":[3],"the":[4,8,19,58,64,82,98,113,121,134,139,154,184,191,211,220],"primary":[5],"region":[6],"of":[7,25,84,115,167,194,224],"human":[9,20],"nervous":[10],"system":[11],"that":[12],"helps":[13],"to":[14,31,48,103,137],"perform":[15,138],"different":[16],"functions":[17],"in":[18,149],"body.":[21],"irregular":[23],"proliferation":[24],"cells,":[27],"which":[28],"can":[29],"lead":[30],"death":[32],"if":[33],"left":[34],"untreated,":[35],"is":[36,88,101,118,130],"termed":[37,183],"a":[38,178],"tumor.":[40],"Nowadays,":[41],"deep":[42,180],"learning":[43,181],"frameworks":[44],"have":[45],"been":[46],"utilized":[47],"detect":[49],"tumors":[51,71,196],"from":[52,120],"medical":[53],"imaging":[54],"patterns":[55],"for":[56,68,107,190,218],"increasing":[57],"patient":[59],"prognosis":[60],"and":[61,75,93,112,153,165,173,222],"survival.":[62],"Meanwhile,":[63],"prevailing":[65],"techniques":[66],"employed":[67,132],"detecting":[69,150],"encountered":[72],"overfitting":[73],"issues":[74],"also":[76],"typically":[77],"require":[78],"large":[79],"databases.":[80],"Initially,":[81],"pre-processing":[83],"input":[85],"MRI":[86,198],"images":[87],"executed":[89,119],"by":[90,133],"image":[91,94,100],"de-noising":[92],"enhancement":[95],"techniques.":[96],"Then,":[97],"enhanced":[99],"applied":[102],"Attention":[104,187],"Deeplabv3+":[105],"(Att-Deeplabv3+)":[106],"segmenting":[108],"tumor":[110,124,141,204,227],"regions,":[111],"extraction":[114],"various":[116],"features":[117],"segmented":[122],"region.":[125],"derived":[127],"feature":[128],"set":[129],"then":[131],"ResNA-Net":[135,145,155],"architecture":[136],"detection":[142,193],"task.":[143],"attained":[146],"superior":[147],"performance":[148],"tumors,":[152],"achieved":[156],"specificity,":[157],"sensitivity,":[158],"accuracy,":[159],"precision,":[160],"Matthews":[161],"Correlation":[162],"Coefficient":[163],"(MCC),":[164],"F1-score":[166],"96.220%,":[168],"97.468%,":[169],"96.776%,":[170],"95.988%,":[171],"96.289%,":[172],"96.722%.":[174],"This":[175],"study":[176],"introduces":[177],"hybrid":[179],"framework,":[182],"Residual":[185],"Neuron":[186],"Network":[188],"(ResNA-Net),":[189],"early":[192],"using":[197],"images.":[200],"By":[201],"integrating":[202],"attention-based":[203],"segmentation":[205],"with":[206],"residual":[207],"neural":[208],"network-based":[209],"classification,":[210],"proposed":[212],"approach":[213],"offers":[214],"an":[215],"effective":[216],"solution":[217],"improving":[219],"accuracy":[221],"reliability":[223],"automated":[225],"detection.":[228]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-11-10T00:00:00"}
