{"id":"https://openalex.org/W4313525362","doi":"https://doi.org/10.1109/bibm55620.2022.9995545","title":"Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion Module","display_name":"Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion Module","publication_year":2022,"publication_date":"2022-12-06","ids":{"openalex":"https://openalex.org/W4313525362","doi":"https://doi.org/10.1109/bibm55620.2022.9995545"},"language":"en","primary_location":{"id":"doi:10.1109/bibm55620.2022.9995545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm55620.2022.9995545","pdf_url":null,"source":{"id":"https://openalex.org/S4363607730","display_name":"2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 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/A5100357301","display_name":"Jiayi Zhang","orcid":"https://orcid.org/0000-0002-1575-0723"},"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":true,"raw_author_name":"Jiayi Zhang","raw_affiliation_strings":["Southern University of Science and Technology,Department of Computer Science and Engineering,Shenzhen,Guangdong,China,51805"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Computer Science and Engineering,Shenzhen,Guangdong,China,51805","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101702545","display_name":"Xiaoshan Chen","orcid":"https://orcid.org/0009-0007-2972-6998"},"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":"Xiaoshan Chen","raw_affiliation_strings":["Southern University of Science and Technology,Department of Computer Science and Engineering,Shenzhen,Guangdong,China,51805"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Computer Science and Engineering,Shenzhen,Guangdong,China,51805","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069062868","display_name":"Zhongxi Qiu","orcid":"https://orcid.org/0000-0001-9675-5341"},"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":"Zhongxi Qiu","raw_affiliation_strings":["Research Institute of Trustworthy Autonomous Systems Southern University of Science and Technology,Shenzhen,Guangdong,China,51805"],"affiliations":[{"raw_affiliation_string":"Research Institute of Trustworthy Autonomous Systems Southern University of Science and Technology,Shenzhen,Guangdong,China,51805","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045181340","display_name":"Mingming Yang","orcid":"https://orcid.org/0000-0001-9896-3232"},"institutions":[{"id":"https://openalex.org/I4210105608","display_name":"ShenZhen People\u2019s Hospital","ror":"https://ror.org/01hcefx46","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105608"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingming Yang","raw_affiliation_strings":["Shenzhen People&#x2019;s Hospital,Department of Ophthalmology,Guangdong,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen People&#x2019;s Hospital,Department of Ophthalmology,Guangdong,China","institution_ids":["https://openalex.org/I4210105608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057374436","display_name":"Yan Hu","orcid":"https://orcid.org/0000-0002-7663-3096"},"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":"Yan Hu","raw_affiliation_strings":["Southern University of Science and Technology,Department of Computer Science and Engineering,Shenzhen,Guangdong,China,51805"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Computer Science and Engineering,Shenzhen,Guangdong,China,51805","institution_ids":["https://openalex.org/I3045169105"]}]},{"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,Department of Computer Science and Engineering,Shenzhen,Guangdong,China,51805","Research Institute of Trustworthy Autonomous Systems Southern University of Science and Technology, Shenzhen, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Computer Science and Engineering,Shenzhen,Guangdong,China,51805","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Research Institute of Trustworthy Autonomous Systems Southern University of Science and Technology, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100357301"],"corresponding_institution_ids":["https://openalex.org/I3045169105"],"apc_list":null,"apc_paid":null,"fwci":2.2338,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.93264481,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1375","last_page":"1380"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9975000023841858,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8029528260231018},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7999874949455261},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6878536343574524},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5497225522994995},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4514724612236023}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8029528260231018},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7999874949455261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6878536343574524},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5497225522994995},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4514724612236023}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm55620.2022.9995545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm55620.2022.9995545","pdf_url":null,"source":{"id":"https://openalex.org/S4363607730","display_name":"2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W845365781","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W2001457150","https://openalex.org/W2010099973","https://openalex.org/W2064100104","https://openalex.org/W2142501586","https://openalex.org/W2194775991","https://openalex.org/W2476548250","https://openalex.org/W2787091153","https://openalex.org/W2792618444","https://openalex.org/W2794800073","https://openalex.org/W2809226111","https://openalex.org/W2828862258","https://openalex.org/W2884436604","https://openalex.org/W2888022684","https://openalex.org/W2894290558","https://openalex.org/W2897421580","https://openalex.org/W2939250925","https://openalex.org/W2963351448","https://openalex.org/W2963691377","https://openalex.org/W2964325192","https://openalex.org/W2964598497","https://openalex.org/W2971250988","https://openalex.org/W2972547754","https://openalex.org/W2985368596","https://openalex.org/W2988672472","https://openalex.org/W3025138560","https://openalex.org/W3035028692","https://openalex.org/W3101162162","https://openalex.org/W3118722993","https://openalex.org/W3163910756","https://openalex.org/W3200323320","https://openalex.org/W4281661931","https://openalex.org/W4281929201","https://openalex.org/W4312644638","https://openalex.org/W6637373629","https://openalex.org/W6767570870","https://openalex.org/W6776935994"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Hard":[0],"exudates":[1,63],"(HE)":[2],"is":[3,14,24],"the":[4,49,106,130,180,192],"most":[5],"specific":[6],"biomarker":[7],"for":[8,16,79,97,117,126,147],"retina":[9],"edema.":[10],"Precise":[11],"HE":[12],"segmentation":[13,23,53,64],"vital":[15],"disease":[17],"diagnosis":[18],"and":[19,35,45,54,82,121,150,163,175,188],"treatment,":[20],"but":[21],"automatic":[22],"challenged":[25],"by":[26],"its":[27],"large":[28],"variation":[29],"of":[30,105,129],"characteristics":[31],"including":[32],"size,":[33],"shape":[34],"position,":[36],"which":[37,73],"makes":[38],"it":[39],"difficult":[40],"to":[41,101,143],"detect":[42],"tiny":[43,80,148],"lesions":[44,149],"lesion":[46,81,160],"boundaries.":[47],"Considering":[48,133],"complementary":[50],"features":[51,78,104,119,127],"between":[52],"super-resolution":[55,71],"tasks,":[56],"this":[57],"paper":[58],"proposes":[59],"a":[60,88],"novel":[61],"hard":[62],"method":[65,156,166,181],"named":[66,91],"SSMAF":[67],"with":[68,170,191],"an":[69],"auxiliary":[70],"task,":[72],"brings":[74],"in":[75],"helpful":[76],"detailed":[77],"boundaries":[83],"detection.":[84,152],"Specifically,":[85],"we":[86,136],"propose":[87],"fusion":[89,128],"module":[90,96,146],"Multi-scale":[92],"Attention":[93],"Fusion":[94],"(MAF)":[95],"our":[98,155],"dual-stream":[99],"framework":[100],"effectively":[102],"integrate":[103],"two":[107,131,158],"tasks.":[108,132],"MAF":[109,145],"first":[110],"adopts":[111],"split":[112],"spatial":[113],"convolutional":[114],"(SSC)":[115],"layer":[116],"multi-scale":[118],"extraction":[120],"then":[122],"utilize":[123],"attention":[124],"mechanism":[125],"pixel":[134],"dependency,":[135],"introduce":[137],"region":[138],"mutual":[139],"information":[140],"(RMI)":[141],"loss":[142],"optimize":[144],"boundary":[151],"We":[153],"evaluate":[154],"on":[157],"public":[159],"datasets,":[161],"IDRiD":[162],"E-Ophtha.":[164],"Our":[165],"shows":[167],"competitive":[168],"performance":[169],"low-resolution":[171],"inputs,":[172],"both":[173],"quantitatively":[174],"qualitatively.":[176],"On":[177],"E-Ophtha":[178],"dataset,":[179],"can":[182],"achieve":[183],"$\\ge":[184],"3$%":[185],"higher":[186],"dice":[187],"recall":[189],"compared":[190],"state-of-the-art":[193],"methods.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
