{"id":"https://openalex.org/W1593107063","doi":"https://doi.org/10.1109/isbi.2015.7164160","title":"Automated segmentation of intraretinal cystoid macular edema for retinal 3D OCT images with macular hole","display_name":"Automated segmentation of intraretinal cystoid macular edema for retinal 3D OCT images with macular hole","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1593107063","doi":"https://doi.org/10.1109/isbi.2015.7164160","mag":"1593107063"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2015.7164160","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2015.7164160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th 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/A5100425722","display_name":"Li Zhang","orcid":"https://orcid.org/0000-0003-1970-289X"},"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":"Li Zhang","raw_affiliation_strings":["School of Electronis and Intormation Engineering, Soochow University, Suzhou, China","School of Electronics and Information Engineering, Soochow University,Suzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronis and Intormation Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"School of Electronics 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 Electronis and Intormation Engineering, Soochow University, Suzhou, China","School of Electronics and Information Engineering, Soochow University,Suzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronis and Intormation Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Soochow University,Suzhou,China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048091475","display_name":"Fei Shi","orcid":"https://orcid.org/0000-0002-8878-6655"},"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":"Fei Shi","raw_affiliation_strings":["School of Electronis and Intormation Engineering, Soochow University, Suzhou, China","School of Electronics and Information Engineering, Soochow University,Suzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronis and Intormation Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Soochow University,Suzhou,China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100763973","display_name":"Haoyu Chen","orcid":"https://orcid.org/0000-0003-0676-4610"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Haoyu Chen","raw_affiliation_strings":["Joint Shantou International Eye Center, Chinese University of Hong Kong, Shantou, China","Joint Shantou International Eye Center, Shantou University and the Chinese University of Hong Kong , Shantou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Joint Shantou International Eye Center, Chinese University of Hong Kong, Shantou, China","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Joint Shantou International Eye Center, Shantou University and the Chinese University of Hong Kong , Shantou, China","institution_ids":["https://openalex.org/I177725633"]}]},{"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 Electronis and Intormation Engineering, Soochow University, Suzhou, China","School of Electronics and Information Engineering, Soochow University,Suzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronis and Intormation Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Soochow University,Suzhou,China","institution_ids":["https://openalex.org/I3923682"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"6914","issue":null,"first_page":"1494","last_page":"1497"},"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/T11377","display_name":"Retinal and Macular Surgery","score":0.995199978351593,"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":0.9944999814033508,"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/segmentation","display_name":"Segmentation","score":0.7718532681465149},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7028512358665466},{"id":"https://openalex.org/keywords/macular-edema","display_name":"Macular edema","score":0.6951097249984741},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6246848702430725},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5264871120452881},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5116050839424133},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.4822038412094116},{"id":"https://openalex.org/keywords/cut","display_name":"Cut","score":0.4545825719833374},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.4493572413921356},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4491885304450989},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38916629552841187},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.3002622723579407},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.2254069447517395},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1795148253440857}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7718532681465149},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7028512358665466},{"id":"https://openalex.org/C2780347916","wikidata":"https://www.wikidata.org/wiki/Q1813737","display_name":"Macular edema","level":3,"score":0.6951097249984741},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6246848702430725},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5264871120452881},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5116050839424133},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.4822038412094116},{"id":"https://openalex.org/C5134670","wikidata":"https://www.wikidata.org/wiki/Q1626444","display_name":"Cut","level":4,"score":0.4545825719833374},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.4493572413921356},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4491885304450989},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38916629552841187},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.3002622723579407},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.2254069447517395},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1795148253440857}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2015.7164160","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2015.7164160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1979102712","https://openalex.org/W2000256853","https://openalex.org/W2057842522","https://openalex.org/W2070963285","https://openalex.org/W2080528366","https://openalex.org/W2083325330","https://openalex.org/W2119300483","https://openalex.org/W2127318120","https://openalex.org/W2134542952","https://openalex.org/W2164774194","https://openalex.org/W6671380300","https://openalex.org/W6684275615"],"related_works":["https://openalex.org/W3039673966","https://openalex.org/W4293699968","https://openalex.org/W2002351707","https://openalex.org/W2109407305","https://openalex.org/W2032319136","https://openalex.org/W1582388844","https://openalex.org/W2088651901","https://openalex.org/W2897997384","https://openalex.org/W1544828638","https://openalex.org/W2049858394"],"abstract_inverted_index":{"An":[0],"automated":[1],"method":[2,89],"is":[3,58,79],"proposed":[4,29,88],"to":[5,60,81],"segment":[6],"and":[7,43,46,64,102,115,126],"quantify":[8],"the":[9,17,62,83],"volume":[10,107,112,121],"of":[11,32],"cystoid":[12],"macular":[13,21],"edema":[14],"(CME)":[15],"for":[16,67,119],"abnormal":[18],"retina":[19],"with":[20,100],"hole":[22],"(MH)":[23],"in":[24,53,73,92],"3D":[25,93],"OCT":[26,94],"images.":[27],"The":[28,87,104],"framework":[30],"consists":[31],"three":[33],"parts:":[34],"(1)":[35],"preprocessing,":[36],"which":[37,54,74],"includes":[38],"denoising,":[39],"intraretinal":[40],"layers":[41],"segmentation":[42,85,122],"flattening,":[44],"MH":[45],"vessel":[47],"silhouettes":[48],"exclusion;":[49],"(2)":[50],"coarse":[51],"segmentation,":[52,72],"an":[55],"AdaBoost":[56],"classifier":[57],"used":[59,80],"get":[61,82],"seeds":[63],"constrained":[65],"regions":[66],"Graph":[68],"Cut;":[69],"(3)":[70],"fine":[71],"a":[75],"graph":[76],"cut":[77],"algorithm":[78],"refine":[84],"result.":[86],"was":[90],"evaluated":[91],"images":[95],"from":[96],"18":[97],"typical":[98],"patients":[99],"CMEs":[101],"MH.":[103],"true":[105],"positive":[106,111],"fraction":[108,113],"(TPVF),":[109],"false":[110],"(FPVF)":[114],"accuracy":[116],"rate":[117],"(ACC)":[118],"CME":[120],"are":[123],"84.6%,":[124],"1.7%":[125],"99.7%,":[127],"respectively.":[128]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
