{"id":"https://openalex.org/W4365135227","doi":"https://doi.org/10.1109/jbhi.2023.3266576","title":"Reconstruction-Driven Dynamic Refinement Based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation","display_name":"Reconstruction-Driven Dynamic Refinement Based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation","publication_year":2023,"publication_date":"2023-04-12","ids":{"openalex":"https://openalex.org/W4365135227","doi":"https://doi.org/10.1109/jbhi.2023.3266576","pmid":"https://pubmed.ncbi.nlm.nih.gov/37043317"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2023.3266576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3266576","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100324487","display_name":"Ziyang Chen","orcid":"https://orcid.org/0000-0002-8564-9735"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyang Chen","raw_affiliation_strings":["National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, School of Computer Science and Engineering, Northwestern Polytechnical University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0002-8564-9735","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, School of Computer Science and Engineering, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005676360","display_name":"Yongsheng Pan","orcid":"https://orcid.org/0000-0002-8067-1132"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongsheng Pan","raw_affiliation_strings":["School of Biomedical and Engineering, Shanghai Tech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-8067-1132","affiliations":[{"raw_affiliation_string":"School of Biomedical and Engineering, Shanghai Tech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100670074","display_name":"Yong Xia","orcid":"https://orcid.org/0000-0001-9273-2847"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Xia","raw_affiliation_strings":["National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, School of Computer Science and Engineering, Northwestern Polytechnical University, Xi&#x0027;an, China","Ningbo Institute of Northwestern Polytechnical University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0001-9273-2847","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, School of Computer Science and Engineering, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Ningbo Institute of Northwestern Polytechnical University, Ningbo, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4092,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.89212839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"27","issue":"7","first_page":"3537","last_page":"3548"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10238","display_name":"Spine and Intervertebral Disc Pathology","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9284999966621399,"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":0.7046184539794922},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6814783811569214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6609306335449219},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6231298446655273},{"id":"https://openalex.org/keywords/optic-cup","display_name":"Optic cup (embryology)","score":0.5976053476333618},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5764825940132141},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5558545589447021},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4940777122974396},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4655042290687561},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.457848459482193},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3927339017391205},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.21980932354927063},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11113187670707703},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0872822105884552},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08577790856361389}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7046184539794922},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6814783811569214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6609306335449219},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6231298446655273},{"id":"https://openalex.org/C96021297","wikidata":"https://www.wikidata.org/wiki/Q7098791","display_name":"Optic cup (embryology)","level":5,"score":0.5976053476333618},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5764825940132141},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5558545589447021},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4940777122974396},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4655042290687561},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.457848459482193},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3927339017391205},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.21980932354927063},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11113187670707703},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0872822105884552},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08577790856361389},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C114696181","wikidata":"https://www.wikidata.org/wiki/Q5422650","display_name":"Eye development","level":4,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0}],"mesh":[{"descriptor_ui":"D003941","descriptor_name":"Diagnostic Techniques, Ophthalmological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003941","descriptor_name":"Diagnostic Techniques, Ophthalmological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003941","descriptor_name":"Diagnostic Techniques, Ophthalmological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003941","descriptor_name":"Diagnostic Techniques, Ophthalmological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005654","descriptor_name":"Fundus Oculi","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005654","descriptor_name":"Fundus Oculi","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005654","descriptor_name":"Fundus Oculi","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005654","descriptor_name":"Fundus Oculi","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005901","descriptor_name":"Glaucoma","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005901","descriptor_name":"Glaucoma","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005901","descriptor_name":"Glaucoma","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005901","descriptor_name":"Glaucoma","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D009898","descriptor_name":"Optic Disk","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009898","descriptor_name":"Optic Disk","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009898","descriptor_name":"Optic Disk","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009898","descriptor_name":"Optic Disk","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2023.3266576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3266576","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:37043317","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37043317","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":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1490757364","display_name":null,"funder_award_id":"BX2021333","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G200819149","display_name":null,"funder_award_id":"2021M703340","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G984875820","display_name":null,"funder_award_id":"62171377","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1920962657","https://openalex.org/W1974969377","https://openalex.org/W1982696459","https://openalex.org/W1997259062","https://openalex.org/W2034786340","https://openalex.org/W2047531344","https://openalex.org/W2054576743","https://openalex.org/W2081178133","https://openalex.org/W2141581971","https://openalex.org/W2194775991","https://openalex.org/W2467604901","https://openalex.org/W2475287302","https://openalex.org/W2478454054","https://openalex.org/W2562192638","https://openalex.org/W2562469482","https://openalex.org/W2615940701","https://openalex.org/W2734349601","https://openalex.org/W2782364420","https://openalex.org/W2786808285","https://openalex.org/W2805899143","https://openalex.org/W2884366600","https://openalex.org/W2896359486","https://openalex.org/W2915496375","https://openalex.org/W2932414082","https://openalex.org/W2941075605","https://openalex.org/W2949477454","https://openalex.org/W2953133772","https://openalex.org/W2962793481","https://openalex.org/W2963046541","https://openalex.org/W2963073217","https://openalex.org/W2963073614","https://openalex.org/W2963107255","https://openalex.org/W2963163009","https://openalex.org/W2964309882","https://openalex.org/W2979448322","https://openalex.org/W2979610451","https://openalex.org/W2979663271","https://openalex.org/W2981512393","https://openalex.org/W2982101047","https://openalex.org/W3023371261","https://openalex.org/W3034301883","https://openalex.org/W3034421924","https://openalex.org/W3035294798","https://openalex.org/W3095556331","https://openalex.org/W3101507774","https://openalex.org/W3102255912","https://openalex.org/W3103943044","https://openalex.org/W3115325129","https://openalex.org/W3121304782","https://openalex.org/W3126582326","https://openalex.org/W3164092155","https://openalex.org/W3176031707","https://openalex.org/W3203016301","https://openalex.org/W4294031599","https://openalex.org/W4320013936","https://openalex.org/W4391602018","https://openalex.org/W6637373629","https://openalex.org/W6639824700","https://openalex.org/W6640963894","https://openalex.org/W6716109767","https://openalex.org/W6720208624","https://openalex.org/W6730623217","https://openalex.org/W6740984670","https://openalex.org/W6748481559","https://openalex.org/W6767312599","https://openalex.org/W6795041041"],"related_works":["https://openalex.org/W1996130883","https://openalex.org/W2030845689","https://openalex.org/W2748574964","https://openalex.org/W2888483922","https://openalex.org/W4396737233","https://openalex.org/W4379231730","https://openalex.org/W3152216181","https://openalex.org/W2367747139","https://openalex.org/W2803208472","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Glaucoma":[0],"is":[1,22,231],"one":[2],"of":[3,7,11,151],"the":[4,63,68,79,126,141,147,152,166,185,189,199,205],"leading":[5],"causes":[6],"irreversible":[8],"blindness.":[9],"Segmentation":[10],"optic":[12,16],"disc":[13],"(OD)":[14],"and":[15,82,117,120,144,211,240],"cup":[17],"(OC)":[18],"on":[19,220],"fundus":[20,69,223],"images":[21,70],"a":[23,93,109,135,155,161],"crucial":[24],"step":[25],"in":[26,78,88,154,188,236],"glaucoma":[27],"screening.":[28],"Although":[29],"many":[30],"deep":[31],"learning":[32,202],"models":[33,235],"have":[34],"been":[35],"constructed":[36],"for":[37,113],"this":[38,86,89],"task,":[39],"it":[40],"remains":[41],"challenging":[42],"to":[43,54,124,139,164,168,183,203,207,233],"train":[44],"an":[45],"OD/OC":[46],"segmentation":[47,111,238],"model":[48],"that":[49,229],"could":[50],"be":[51],"deployed":[52],"successfully":[53],"different":[55],"healthcare":[56],"centers.":[57],"The":[58,129,173,193],"difficulties":[59],"mainly":[60],"comes":[61],"from":[62],"domain":[64,96,127],"shift":[65],"issue,":[66,87],"i.e.,":[67],"collected":[71],"at":[72],"these":[73],"centers":[74],"usually":[75],"vary":[76],"greatly":[77],"tone,":[80],"contrast,":[81],"brightness.":[83],"To":[84],"address":[85],"paper,":[90],"we":[91,107],"propose":[92],"novel":[94],"unsupervised":[95],"adaptation":[97],"(UDA)":[98],"method":[99],"called":[100],"Reconstruction-driven":[101],"Dynamic":[102],"Refinement":[103],"Network":[104],"(RDR-Net),":[105],"where":[106],"employ":[108],"due-path":[110],"backbone":[112],"simultaneous":[114],"edge":[115],"detection":[116],"region":[118],"prediction":[119],"design":[121],"three":[122],"modules":[123],"alleviate":[125],"gap.":[128],"reconstruction":[130],"alignment":[131,195],"(RA)":[132],"module":[133,178,197],"uses":[134,160],"variational":[136],"auto-encoder":[137],"(VAE)":[138],"reconstruct":[140],"input":[142],"image":[143,148,224],"thus":[145],"boosts":[146],"representation":[149],"ability":[150],"network":[153,167,206],"self-supervised":[156],"way.":[157],"It":[158],"also":[159],"style-consistency":[162],"constraint":[163],"force":[165],"retain":[169],"more":[170],"domain-invariant":[171],"information.":[172],"low-level":[174,191],"feature":[175],"refinement":[176],"(LFR)":[177],"employs":[179],"input-specific":[180],"dynamic":[181],"convolutions":[182],"suppress":[184],"domain-variant":[186],"information":[187],"obtained":[190],"features.":[192],"prediction-map":[194],"(PMA)":[196],"elaborates":[198],"entropy-driven":[200],"adversarial":[201],"encourage":[204],"generate":[208],"source-like":[209],"boundaries":[210],"regions.":[212],"We":[213],"evaluated":[214],"our":[215],"RDR-Net":[216,230],"against":[217],"state-of-the-art":[218],"solutions":[219],"four":[221],"public":[222],"datasets.":[225],"Our":[226],"results":[227],"indicate":[228],"superior":[232],"competing":[234],"both":[237],"performance":[239],"generalization":[241],"ability.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
