{"id":"https://openalex.org/W3127935012","doi":"https://doi.org/10.1109/bibm49941.2020.9313274","title":"On Automatic Detection of Central Serous Chorioretinopathy and Central Exudative Chorioretinopathy in Fundus Images","display_name":"On Automatic Detection of Central Serous Chorioretinopathy and Central Exudative Chorioretinopathy in Fundus Images","publication_year":2020,"publication_date":"2020-12-16","ids":{"openalex":"https://openalex.org/W3127935012","doi":"https://doi.org/10.1109/bibm49941.2020.9313274","mag":"3127935012"},"language":"en","primary_location":{"id":"doi:10.1109/bibm49941.2020.9313274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm49941.2020.9313274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5049798592","display_name":"Yang Wen","orcid":"https://orcid.org/0000-0003-0561-6229"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yang Wen","raw_affiliation_strings":["School of Computer Science and Engineering, Key Laboratory of Digital Media Technology of Sichuan Province"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Key Laboratory of Digital Media Technology of Sichuan Province","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017395798","display_name":"Leiting Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leiting Chen","raw_affiliation_strings":["Institute of Electronic and Information Engineering in Guangdong","School of Computer Science and Engineering, Key Laboratory of Digital Media Technology of Sichuan Province"],"affiliations":[{"raw_affiliation_string":"Institute of Electronic and Information Engineering in Guangdong","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Engineering, Key Laboratory of Digital Media Technology of Sichuan Province","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101810772","display_name":"Lifeng Qiao","orcid":"https://orcid.org/0000-0003-1023-5009"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifeng Qiao","raw_affiliation_strings":["Provincial People\u2019s Hospital","School of Medicine, University of Electronic Science and Technology of China","Provincial People's Hospital"],"affiliations":[{"raw_affiliation_string":"Provincial People\u2019s Hospital","institution_ids":[]},{"raw_affiliation_string":"School of Medicine, University of Electronic Science and Technology of China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Provincial People's Hospital","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101921697","display_name":"Yu Deng","orcid":"https://orcid.org/0000-0002-7637-0134"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yu Deng","raw_affiliation_strings":["King\u2019s College London, London, UK","King's College London, London, UK"],"affiliations":[{"raw_affiliation_string":"King\u2019s College London, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"King's College London, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060924912","display_name":"Siying Dai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Siying Dai","raw_affiliation_strings":["School of Computer Science and Engineering, Key Laboratory of Digital Media Technology of Sichuan Province"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Key Laboratory of Digital Media Technology of Sichuan Province","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004426217","display_name":"Junjing Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junjing Chen","raw_affiliation_strings":["School of Computer Science and Engineering, Key Laboratory of Digital Media Technology of Sichuan Province"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Key Laboratory of Digital Media Technology of Sichuan Province","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003262869","display_name":"Chuan Zhou","orcid":"https://orcid.org/0000-0001-7700-7188"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chuan Zhou","raw_affiliation_strings":["School of Computer Science and Engineering, Key Laboratory of Digital Media Technology of Sichuan Province"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Key Laboratory of Digital Media Technology of Sichuan Province","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5049798592"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5507,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.71436077,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1161","last_page":"1165"},"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/T12599","display_name":"Retinal and Optic Conditions","score":0.9959999918937683,"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.9950000047683716,"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":0.6633095145225525},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.650798499584198},{"id":"https://openalex.org/keywords/serous-fluid","display_name":"Serous fluid","score":0.648452877998352},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.641380250453949},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.634990394115448},{"id":"https://openalex.org/keywords/fundus-photography","display_name":"Fundus photography","score":0.45036056637763977},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4025476276874542},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.367450475692749},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3341469168663025},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.271577388048172},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2646806240081787},{"id":"https://openalex.org/keywords/fluorescein-angiography","display_name":"Fluorescein angiography","score":0.12114503979682922},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.10011744499206543}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6633095145225525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.650798499584198},{"id":"https://openalex.org/C150173356","wikidata":"https://www.wikidata.org/wiki/Q6144101","display_name":"Serous fluid","level":2,"score":0.648452877998352},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.641380250453949},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.634990394115448},{"id":"https://openalex.org/C2776474195","wikidata":"https://www.wikidata.org/wiki/Q1144413","display_name":"Fundus photography","level":4,"score":0.45036056637763977},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4025476276874542},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.367450475692749},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3341469168663025},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.271577388048172},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2646806240081787},{"id":"https://openalex.org/C2780248432","wikidata":"https://www.wikidata.org/wiki/Q1434206","display_name":"Fluorescein angiography","level":3,"score":0.12114503979682922},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.10011744499206543}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm49941.2020.9313274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm49941.2020.9313274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7400000095367432,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1747283345","https://openalex.org/W2056039205","https://openalex.org/W2117539524","https://openalex.org/W2124130318","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2518002371","https://openalex.org/W2520186357","https://openalex.org/W2520774990","https://openalex.org/W2603023463","https://openalex.org/W2610981713","https://openalex.org/W2782694933","https://openalex.org/W2783507708","https://openalex.org/W2790408330","https://openalex.org/W2792038714","https://openalex.org/W2811168887","https://openalex.org/W2883780447","https://openalex.org/W2893989121","https://openalex.org/W2915496375","https://openalex.org/W2939101127","https://openalex.org/W2963163009","https://openalex.org/W2963446712","https://openalex.org/W2964121744","https://openalex.org/W2964135926","https://openalex.org/W3034924496","https://openalex.org/W3099206234"],"related_works":["https://openalex.org/W3156191367","https://openalex.org/W4316015531","https://openalex.org/W1189843033","https://openalex.org/W2034685238","https://openalex.org/W2351416784","https://openalex.org/W1009099543","https://openalex.org/W4386923694","https://openalex.org/W4301376607","https://openalex.org/W3120863812","https://openalex.org/W2043050015"],"abstract_inverted_index":{"Automatic":[0],"detection":[1,13],"of":[2,14,18,38,47],"chorioretinopathy":[3,17,21,37],"plays":[4],"an":[5],"important":[6],"role":[7],"in":[8],"clinical":[9],"practice,":[10],"but":[11],"the":[12,44,50,60,86,92,97,102,109,146,155],"a":[15,74,134],"major":[16],"central":[19,39],"serous":[20],"based":[22],"on":[23,53,154],"fundus":[24,54,137],"photography":[25],"images":[26],"has":[27],"rarely":[28],"been":[29],"studied,":[30],"let":[31],"alone":[32],"distinguishing":[33],"it":[34,56],"from":[35],"another":[36],"exudative":[40],"chorioretinopathy.":[41],"Due":[42],"to":[43,64,90,100,107],"high":[45],"degree":[46],"similarity":[48],"between":[49,67,125],"two":[51,79,103],"chorioretinopathies":[52],"images,":[55],"is":[57,89,99],"difficult":[58],"for":[59,81,123],"latest":[61],"automatic":[62],"methods":[63],"accurately":[65],"distinguish":[66,91],"them.":[68],"In":[69],"this":[70],"study,":[71],"we":[72],"design":[73],"deep":[75],"neural":[76],"network":[77],"with":[78,149],"branches":[80],"different":[82],"classification":[83,110,131],"tasks,":[84],"where":[85],"first":[87],"one":[88],"normal":[93],"and":[94,116,128,152,158],"abnormal":[95],"while":[96],"other":[98,129],"classify":[101],"chorioretinopathies.":[104],"We":[105],"manage":[106],"improve":[108],"accuracy":[111],"by":[112],"combining":[113],"focal":[114],"loss":[115],"discriminative":[117],"loss.":[118],"Extensive":[119],"experiments":[120],"are":[121],"conducted":[122],"comparison":[124],"our":[126,143],"method":[127,144],"universal":[130],"models":[132],"using":[133],"private":[135],"retinal":[136],"dataset.":[138],"The":[139],"results":[140],"demonstrate":[141],"that":[142],"achieves":[145],"best":[147],"performance":[148],"97.69%,":[150],"99.58%":[151],"98.87%":[153],"accuracy,":[156],"precision":[157],"sensitivity,":[159],"respectively.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}