{"id":"https://openalex.org/W3165424210","doi":"https://doi.org/10.1109/isbi48211.2021.9433866","title":"Memory-Assisted Dual-End Adaptation Network For Choroid Segmentation In Multi-Domain Optical Coherence Tomography","display_name":"Memory-Assisted Dual-End Adaptation Network For Choroid Segmentation In Multi-Domain Optical Coherence Tomography","publication_year":2021,"publication_date":"2021-04-13","ids":{"openalex":"https://openalex.org/W3165424210","doi":"https://doi.org/10.1109/isbi48211.2021.9433866","mag":"3165424210"},"language":"en","primary_location":{"id":"doi:10.1109/isbi48211.2021.9433866","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9433866","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 18th 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/A5041521085","display_name":"Zhenjie Chai","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]},{"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":true,"raw_author_name":"Zhenjie Chai","raw_affiliation_strings":["Chinese Academy of Sciences, Cixi Institute of Biomedical Engineering, Ningbo Institute of Industrial Technology, Ningbo, China","School of Information Science and Technology, ShanghaiTech University"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Cixi Institute of Biomedical Engineering, Ningbo Institute of Industrial Technology, Ningbo, China","institution_ids":["https://openalex.org/I4210165339","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050873947","display_name":"Jianlong Yang","orcid":"https://orcid.org/0000-0001-7450-1260"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianlong Yang","raw_affiliation_strings":["Chinese Academy of Sciences, Cixi Institute of Biomedical Engineering, Ningbo Institute of Industrial Technology, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Cixi Institute of Biomedical Engineering, Ningbo Institute of Industrial Technology, Ningbo, China","institution_ids":["https://openalex.org/I4210165339","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048745902","display_name":"Kang Zhou","orcid":"https://orcid.org/0000-0001-8789-4243"},"institutions":[{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]},{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Zhou","raw_affiliation_strings":["Chinese Academy of Sciences, Cixi Institute of Biomedical Engineering, Ningbo Institute of Industrial Technology, Ningbo, China","School of Information Science and Technology, ShanghaiTech University"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Cixi Institute of Biomedical Engineering, Ningbo Institute of Industrial Technology, Ningbo, China","institution_ids":["https://openalex.org/I4210165339","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100622018","display_name":"Zhi Chen","orcid":"https://orcid.org/0000-0002-4385-1484"},"institutions":[{"id":"https://openalex.org/I4210112065","display_name":"Eye & ENT Hospital of Fudan University","ror":"https://ror.org/02wc1yz29","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210112065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Chen","raw_affiliation_strings":["Fudan University Eye and ENT Hospital, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Fudan University Eye and ENT Hospital, Shanghai, China","institution_ids":["https://openalex.org/I4210112065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057905491","display_name":"Yitian Zhao","orcid":"https://orcid.org/0000-0003-4357-4592"},"institutions":[{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yitian Zhao","raw_affiliation_strings":["Chinese Academy of Sciences, Cixi Institute of Biomedical Engineering, Ningbo Institute of Industrial Technology, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Cixi Institute of Biomedical Engineering, Ningbo Institute of Industrial Technology, Ningbo, China","institution_ids":["https://openalex.org/I4210165339","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034339267","display_name":"Shenghua Gao","orcid":"https://orcid.org/0000-0003-1626-2040"},"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":"Shenghua Gao","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100325209","display_name":"Jiang Liu","orcid":"https://orcid.org/0000-0001-6281-6505"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Liu","raw_affiliation_strings":["Southern University of Science and Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5041521085"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I30809798","https://openalex.org/I4210165339"],"apc_list":null,"apc_paid":null,"fwci":0.1375,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.46690168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1614","last_page":"1617"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9995999932289124,"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":0.9995999932289124,"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/T10862","display_name":"AI in cancer detection","score":0.9883999824523926,"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"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9882000088691711,"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/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.7656309604644775},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7602688074111938},{"id":"https://openalex.org/keywords/choroid","display_name":"Choroid","score":0.6929565668106079},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5885695219039917},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5682990550994873},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5046299695968628},{"id":"https://openalex.org/keywords/glaucoma","display_name":"Glaucoma","score":0.4838096499443054},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4406796395778656},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.4327000379562378},{"id":"https://openalex.org/keywords/interfacing","display_name":"Interfacing","score":0.4234766662120819},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.24340316653251648},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.08924329280853271},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.08025714755058289},{"id":"https://openalex.org/keywords/retina","display_name":"Retina","score":0.07487750053405762},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07340028882026672}],"concepts":[{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.7656309604644775},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7602688074111938},{"id":"https://openalex.org/C2776694393","wikidata":"https://www.wikidata.org/wiki/Q271762","display_name":"Choroid","level":3,"score":0.6929565668106079},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5885695219039917},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5682990550994873},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5046299695968628},{"id":"https://openalex.org/C2778527774","wikidata":"https://www.wikidata.org/wiki/Q159701","display_name":"Glaucoma","level":2,"score":0.4838096499443054},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4406796395778656},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.4327000379562378},{"id":"https://openalex.org/C2776303644","wikidata":"https://www.wikidata.org/wiki/Q1020499","display_name":"Interfacing","level":2,"score":0.4234766662120819},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.24340316653251648},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.08924329280853271},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.08025714755058289},{"id":"https://openalex.org/C2777093970","wikidata":"https://www.wikidata.org/wiki/Q169342","display_name":"Retina","level":2,"score":0.07487750053405762},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07340028882026672},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi48211.2021.9433866","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9433866","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:hub.hku.hk:10722/345130","is_oa":false,"landing_page_url":"https://hub.hku.hk/handle/10722/345130","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference_Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W2475287302","https://openalex.org/W2560647685","https://openalex.org/W2562469482","https://openalex.org/W2587010042","https://openalex.org/W2603777577","https://openalex.org/W2617602381","https://openalex.org/W2786808285","https://openalex.org/W2888867330","https://openalex.org/W2915496375","https://openalex.org/W2962772087","https://openalex.org/W2963073614","https://openalex.org/W2963107255","https://openalex.org/W2964121744","https://openalex.org/W2981540341","https://openalex.org/W2981925632","https://openalex.org/W6631190155","https://openalex.org/W6637373629","https://openalex.org/W6639824700","https://openalex.org/W6738438352"],"related_works":["https://openalex.org/W2136647108","https://openalex.org/W1965180958","https://openalex.org/W2350029007","https://openalex.org/W1973428399","https://openalex.org/W2152662857","https://openalex.org/W2182594080","https://openalex.org/W2484987020","https://openalex.org/W2017757432","https://openalex.org/W2047994557","https://openalex.org/W2500847435"],"abstract_inverted_index":{"Accurate":[0],"measurement":[1],"of":[2,15,37,48,54,87,106,153,157],"choroid":[3,33,121],"layer":[4],"in":[5,12,31,155],"optical":[6],"coherence":[7],"tomography":[8],"(OCT)":[9],"is":[10,57,85],"crucial":[11],"the":[13,38,45,51,68,73,92,102,120,125],"diagnosis":[14],"many":[16],"ocular":[17],"diseases,":[18],"such":[19],"as":[20],"pathological":[21],"myopia":[22],"and":[23,112],"glaucoma.":[24],"Deep":[25],"learning":[26],"has":[27],"shown":[28],"its":[29],"superiority":[30],"automatic":[32],"segmentation.":[34,122],"However,":[35],"because":[36],"domain":[39,81],"discrepancies":[40],"among":[41],"datasets":[42,130],"obtained":[43],"by":[44,132],"OCT":[46,135],"devices":[47],"different":[49,129],"manufacturers,":[50],"generalization":[52],"capability":[53],"trained":[55],"models":[56],"limited.":[58],"We":[59,123],"propose":[60],"a":[61,97],"memory-assisted":[62],"dual-end":[63],"adaptation":[64,115],"network":[65],"to":[66,100,118],"address":[67],"universality":[69],"problem.":[70],"Different":[71],"from":[72],"existing":[74,148],"works":[75],"that":[76,143],"can":[77],"only":[78],"perform":[79],"one-to-one":[80],"adaptation,":[82],"our":[83,144],"method":[84,127,146],"capable":[86],"performing":[88],"one-to-many":[89],"adaptation.":[90],"In":[91],"proposed":[93,126,145],"method,":[94],"we":[95],"introduce":[96],"memory":[98],"module":[99],"memorize":[101],"encoded":[103],"style":[104],"features":[105],"every":[107],"involved":[108],"domain.":[109],"Both":[110],"input":[111],"output":[113],"space":[114],"are":[116],"employed":[117],"regularize":[119],"evaluate":[124],"over":[128],"acquired":[131],"four":[133],"major":[134],"manufacturers":[136],"(TOPCON,":[137],"NIDEK,":[138],"ZEISS,":[139],"HEIDELBERG).":[140],"Experiments":[141],"show":[142],"outperforms":[147],"methods":[149],"with":[150],"significant":[151],"margins":[152],"improvement":[154],"terms":[156],"all":[158],"metrics.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
