{"id":"https://openalex.org/W3165526085","doi":"https://doi.org/10.1109/isbi48211.2021.9433917","title":"Cycle Adaptive Multi-Target Weighting Network For Automated Diabetic Retinopathy Segmentation","display_name":"Cycle Adaptive Multi-Target Weighting Network For Automated Diabetic Retinopathy Segmentation","publication_year":2021,"publication_date":"2021-04-13","ids":{"openalex":"https://openalex.org/W3165526085","doi":"https://doi.org/10.1109/isbi48211.2021.9433917","mag":"3165526085"},"language":"en","primary_location":{"id":"doi:10.1109/isbi48211.2021.9433917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9433917","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":"conference-paper","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/A5068335898","display_name":"Lianyu Wang","orcid":"https://orcid.org/0000-0001-7088-1411"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianyu Wang","raw_affiliation_strings":["School of Electronic and Information Engineering, Soochow University, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081468635","display_name":"Zhongyue Chen","orcid":"https://orcid.org/0000-0001-5097-0812"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyue Chen","raw_affiliation_strings":["School of Electronic and Information Engineering, Soochow University, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377147","display_name":"Meng Wang","orcid":"https://orcid.org/0000-0002-3094-7735"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Wang","raw_affiliation_strings":["School of Electronic and Information Engineering, Soochow University, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100447746","display_name":"Tingting Wang","orcid":"https://orcid.org/0000-0002-8233-1297"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Wang","raw_affiliation_strings":["School of Electronic and Information Engineering, Soochow University, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058024483","display_name":"Weifang Zhu","orcid":"https://orcid.org/0000-0001-9540-4101"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weifang Zhu","raw_affiliation_strings":["School of Electronic and Information Engineering, Soochow University, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079807652","display_name":"Xinjian Chen","orcid":"https://orcid.org/0000-0002-0871-293X"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinjian Chen","raw_affiliation_strings":["School of Electronic and Information Engineering, Soochow University, Suzhou, China","State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3923682"],"apc_list":null,"apc_paid":null,"fwci":1.7883,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.84731972,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1141","last_page":"1144"},"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.9952999949455261,"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"}},{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/segmentation","display_name":"Segmentation","score":0.7731657028198242},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7551797032356262},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.7420620918273926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7214956283569336},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.5922221541404724},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4953709840774536},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4558987617492676},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4432781934738159},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.4372149407863617},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.426543653011322},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.29555845260620117},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17415708303451538},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.16392219066619873},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.13648629188537598}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7731657028198242},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7551797032356262},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.7420620918273926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7214956283569336},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.5922221541404724},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4953709840774536},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4558987617492676},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4432781934738159},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.4372149407863617},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.426543653011322},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.29555845260620117},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17415708303451538},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.16392219066619873},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.13648629188537598},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi48211.2021.9433917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9433917","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7799999713897705}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1715013381","https://openalex.org/W1901129140","https://openalex.org/W2798122215","https://openalex.org/W2811245934","https://openalex.org/W2828862258","https://openalex.org/W2921406441","https://openalex.org/W2923062287","https://openalex.org/W2940524302","https://openalex.org/W2962812574","https://openalex.org/W2966042060","https://openalex.org/W3013198566","https://openalex.org/W3035268411","https://openalex.org/W3043068949","https://openalex.org/W4320013936","https://openalex.org/W6639824700","https://openalex.org/W6750469568","https://openalex.org/W6752973187","https://openalex.org/W6780466186"],"related_works":["https://openalex.org/W1980571360","https://openalex.org/W3176448898","https://openalex.org/W4379115808","https://openalex.org/W3207986206","https://openalex.org/W2429379476","https://openalex.org/W1979866946","https://openalex.org/W4226141369","https://openalex.org/W3081392993","https://openalex.org/W2413307231","https://openalex.org/W4361800274"],"abstract_inverted_index":{"Diabetic":[0,127],"retinopathy":[1],"(DR)":[2],"is":[3,22,117],"one":[4],"of":[5,11,17,73,80,150],"the":[6,25,46,69,74,104,121],"most":[7],"common":[8],"microvascular":[9],"complications":[10],"diabetes.":[12],"Early":[13],"and":[14,95,148,154],"accurate":[15],"screening":[16],"DR":[18,47,92],"from":[19],"fundus":[20],"images":[21],"crucial":[23],"for":[24,41,91],"ophthalmologist":[26],"to":[27,102,119],"make":[28],"treatment":[29],"plans.":[30],"In":[31,54,110],"recent":[32],"years,":[33],"many":[34],"deep":[35],"learning-based":[36],"methods":[37,141],"have":[38],"been":[39],"proposed":[40],"medical":[42],"image":[43],"segmentation.":[44],"However,":[45],"lesions":[48,93],"segmentation":[49,94],"still":[50],"meets":[51],"great":[52],"challenges.":[53],"this":[55],"work,":[56],"we":[57],"propose":[58],"a":[59,84,96,112],"novel":[60,85,113],"cycle":[61,105],"adaptive":[62,86],"multi-target":[63,87],"weighting":[64,88],"network":[65,78,89,100],"(CAMWNet)":[66],"that":[67],"mimics":[68],"biological":[70],"vision":[71],"system":[72],"human":[75],"brain.":[76],"The":[77],"consists":[79],"two":[81],"major":[82],"parts:":[83],"(AMWNet)":[90],"reverse":[97],"data":[98],"recovery":[99],"(RRN)":[101],"simulate":[103],"perception":[106],"in":[107],"visual":[108],"hierarchy.":[109],"addition,":[111],"joint":[114],"loss":[115],"function":[116],"designed":[118],"optimize":[120],"CAMWNet.":[122],"Comprehensive":[123],"experiments":[124],"on":[125],"Indian":[126],"Retinopathy":[128],"Image":[129],"Dataset":[130],"(IDRiD)":[131],"show":[132],"that,":[133],"CAMWNet":[134],"achieves":[135],"better":[136],"performance":[137],"than":[138],"other":[139],"state-of-the-art":[140],"with":[142],"accuracy,":[143],"Dice":[144],"similarity":[145],"coefficients,":[146],"sensitivity":[147],"specificity":[149],"98.33%,":[151],"53.84%,":[152],"48.54%":[153],"99.88%,":[155],"respectively.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
