{"id":"https://openalex.org/W4401634882","doi":"https://doi.org/10.1109/jbhi.2024.3445112","title":"DualStreamFoveaNet: A Dual Stream Fusion Architecture With Anatomical Awareness for Robust Fovea Localization","display_name":"DualStreamFoveaNet: A Dual Stream Fusion Architecture With Anatomical Awareness for Robust Fovea Localization","publication_year":2024,"publication_date":"2024-08-16","ids":{"openalex":"https://openalex.org/W4401634882","doi":"https://doi.org/10.1109/jbhi.2024.3445112","pmid":"https://pubmed.ncbi.nlm.nih.gov/39150813"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3445112","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3445112","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/A5004127475","display_name":"Sifan Song","orcid":"https://orcid.org/0000-0002-7940-650X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sifan Song","raw_affiliation_strings":["VoxelCloud, Inc., Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7940-650X","affiliations":[{"raw_affiliation_string":"VoxelCloud, Inc., Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344687","display_name":"Jinfeng Wang","orcid":"https://orcid.org/0000-0002-9086-7518"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinfeng Wang","raw_affiliation_strings":["School of AI and Advanced Computing, XJTLU Entrepreneur College (Taicang), Xi&#x0027;an Jiaotong-Liverpool University, Suzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9086-7518","affiliations":[{"raw_affiliation_string":"School of AI and Advanced Computing, XJTLU Entrepreneur College (Taicang), Xi&#x0027;an Jiaotong-Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100384113","display_name":"Zilong Wang","orcid":"https://orcid.org/0000-0002-8950-6440"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zilong Wang","raw_affiliation_strings":["VoxelCloud, Inc., Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VoxelCloud, Inc., Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100732822","display_name":"Hongxing Wang","orcid":"https://orcid.org/0000-0001-7799-1023"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxing Wang","raw_affiliation_strings":["School of Big Data and Software Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-7799-1023","affiliations":[{"raw_affiliation_string":"School of Big Data and Software Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085156744","display_name":"Jionglong Su","orcid":"https://orcid.org/0000-0001-5360-6493"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jionglong Su","raw_affiliation_strings":["School of AI and Advanced Computing, XJTLU Entrepreneur College (Taicang), Xi&#x0027;an Jiaotong-Liverpool University, Suzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5360-6493","affiliations":[{"raw_affiliation_string":"School of AI and Advanced Computing, XJTLU Entrepreneur College (Taicang), Xi&#x0027;an Jiaotong-Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101449223","display_name":"Xiaowei Ding","orcid":"https://orcid.org/0000-0003-3263-9266"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Ding","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3263-9266","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101105741","display_name":"Kang Dang","orcid":"https://orcid.org/0000-0003-0613-2787"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Dang","raw_affiliation_strings":["School of AI and Advanced Computing, XJTLU Entrepreneur College (Taicang), Xi&#x0027;an Jiaotong-Liverpool University, Suzhou, China","VoxelCloud, Inc., Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-0613-2787","affiliations":[{"raw_affiliation_string":"School of AI and Advanced Computing, XJTLU Entrepreneur College (Taicang), Xi&#x0027;an Jiaotong-Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]},{"raw_affiliation_string":"VoxelCloud, Inc., Shanghai, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0722,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7633662,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"28","issue":"12","first_page":"7217","last_page":"7229"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9970999956130981,"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/T12599","display_name":"Retinal and Optic Conditions","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8168520927429199},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6869966387748718},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5975852012634277},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.5943102836608887},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4978368282318115},{"id":"https://openalex.org/keywords/monocular","display_name":"Monocular","score":0.44919654726982117},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4172819256782532},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4095212519168854}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8168520927429199},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6869966387748718},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5975852012634277},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.5943102836608887},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4978368282318115},{"id":"https://openalex.org/C65909025","wikidata":"https://www.wikidata.org/wiki/Q1945033","display_name":"Monocular","level":2,"score":0.44919654726982117},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4172819256782532},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4095212519168854},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005584","descriptor_name":"Fovea Centralis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D005584","descriptor_name":"Fovea Centralis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D005584","descriptor_name":"Fovea Centralis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D005584","descriptor_name":"Fovea Centralis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D005584","descriptor_name":"Fovea Centralis","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":true},{"descriptor_ui":"D005584","descriptor_name":"Fovea Centralis","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":true},{"descriptor_ui":"D005584","descriptor_name":"Fovea Centralis","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":true},{"descriptor_ui":"D005584","descriptor_name":"Fovea Centralis","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012164","descriptor_name":"Retinal Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012164","descriptor_name":"Retinal Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012164","descriptor_name":"Retinal Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012164","descriptor_name":"Retinal Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012171","descriptor_name":"Retinal Vessels","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012171","descriptor_name":"Retinal Vessels","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012171","descriptor_name":"Retinal Vessels","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012171","descriptor_name":"Retinal Vessels","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2024.3445112","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3445112","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:39150813","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39150813","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":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W82634437","https://openalex.org/W1483010708","https://openalex.org/W1901129140","https://openalex.org/W1967114187","https://openalex.org/W1969496006","https://openalex.org/W1995023030","https://openalex.org/W2010962711","https://openalex.org/W2037969410","https://openalex.org/W2054383075","https://openalex.org/W2089769759","https://openalex.org/W2121233747","https://openalex.org/W2150769593","https://openalex.org/W2169736040","https://openalex.org/W2267186426","https://openalex.org/W2332676822","https://openalex.org/W2342949904","https://openalex.org/W2483017066","https://openalex.org/W2587499148","https://openalex.org/W2647752072","https://openalex.org/W2731899572","https://openalex.org/W2739238168","https://openalex.org/W2756892287","https://openalex.org/W2791227043","https://openalex.org/W2889985731","https://openalex.org/W2891342534","https://openalex.org/W2891383927","https://openalex.org/W2946053491","https://openalex.org/W2980702601","https://openalex.org/W3005285455","https://openalex.org/W3025800305","https://openalex.org/W3027010575","https://openalex.org/W3086373238","https://openalex.org/W3094410826","https://openalex.org/W3099319035","https://openalex.org/W3131500599","https://openalex.org/W3133661165","https://openalex.org/W3165010883","https://openalex.org/W3172863135","https://openalex.org/W3206018642","https://openalex.org/W3212872587","https://openalex.org/W4205213185","https://openalex.org/W4224213093","https://openalex.org/W4289752563","https://openalex.org/W4293363567","https://openalex.org/W4311772362","https://openalex.org/W4312431055","https://openalex.org/W4319998010","https://openalex.org/W4379380529","https://openalex.org/W4384072406","https://openalex.org/W4385245566","https://openalex.org/W4386137810","https://openalex.org/W4388505307","https://openalex.org/W4388562691","https://openalex.org/W4389814905","https://openalex.org/W4390874575","https://openalex.org/W4391109864","https://openalex.org/W4391319581","https://openalex.org/W6603467154","https://openalex.org/W6675627567","https://openalex.org/W6752378368","https://openalex.org/W6753038380","https://openalex.org/W6761988744","https://openalex.org/W6784333009","https://openalex.org/W6790275670","https://openalex.org/W6803794721","https://openalex.org/W6853702739","https://openalex.org/W6855838334","https://openalex.org/W6907385344"],"related_works":["https://openalex.org/W3000097931","https://openalex.org/W2354322770","https://openalex.org/W4237547500","https://openalex.org/W1570848052","https://openalex.org/W2373192430","https://openalex.org/W4239268388","https://openalex.org/W1537496349","https://openalex.org/W4243305035","https://openalex.org/W2379407973","https://openalex.org/W4391053327"],"abstract_inverted_index":{"Accurate":[0],"fovea":[1,82],"localization":[2],"is":[3,144],"essential":[4],"for":[5,63,80],"analyzing":[6],"retinal":[7,43],"diseases":[8],"to":[9,39,94],"prevent":[10],"irreversible":[11],"vision":[12],"loss.":[13],"While":[14],"current":[15],"deep":[16],"learning-based":[17],"methods":[18],"outperform":[19],"traditional":[20],"ones,":[21],"they":[22],"still":[23],"face":[24],"challenges":[25],"such":[26],"as":[27],"the":[28,35,37,46,91,123,142],"lack":[29],"of":[30],"local":[31],"anatomical":[32,99],"landmarks":[33],"around":[34],"fovea,":[36],"inability":[38],"robustly":[40],"handle":[41],"diseased":[42,151],"images,":[44],"and":[45,72,77,96,109,133,150,154],"variations":[47],"in":[48,90,159],"image":[49],"conditions.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54,139],"propose":[55],"a":[56,86],"novel":[57],"transformer-based":[58],"architecture":[59,67,125],"called":[60],"DualStreamFoveaNet":[61],"(DSFN)":[62],"multi-cue":[64],"fusion.":[65],"This":[66],"explicitly":[68],"incorporates":[69],"long-range":[70],"connections":[71],"global":[73],"features":[74,104],"using":[75],"retina":[76,152],"vessel":[78],"distributions":[79],"robust":[81,146],"localization.":[83],"We":[84],"introduce":[85],"spatial":[87],"attention":[88],"mechanism":[89],"dual-stream":[92],"encoder":[93],"extract":[95],"fuse":[97],"self-learned":[98],"information,":[100],"focusing":[101],"more":[102,145],"on":[103,129,147],"distributed":[105],"along":[106],"blood":[107],"vessels":[108],"significantly":[110],"reducing":[111],"computational":[112],"costs":[113],"by":[114],"decreasing":[115],"token":[116],"numbers.":[117],"Our":[118],"extensive":[119],"experiments":[120],"show":[121],"that":[122,141],"proposed":[124],"achieves":[126],"state-of-the-art":[127],"performance":[128],"two":[130],"public":[131],"datasets":[132],"one":[134],"large-scale":[135],"private":[136],"dataset.":[137],"Furthermore,":[138],"demonstrate":[140],"DSFN":[143],"both":[148],"normal":[149],"images":[153],"has":[155],"better":[156],"generalization":[157],"capacity":[158],"cross-dataset":[160],"experiments.":[161]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
