{"id":"https://openalex.org/W4385429272","doi":"https://doi.org/10.3390/e25081148","title":"Multi-Task Segmentation and Classification Network for Artery/Vein Classification in Retina Fundus","display_name":"Multi-Task Segmentation and Classification Network for Artery/Vein Classification in Retina Fundus","publication_year":2023,"publication_date":"2023-07-31","ids":{"openalex":"https://openalex.org/W4385429272","doi":"https://doi.org/10.3390/e25081148","pmid":"https://pubmed.ncbi.nlm.nih.gov/37628178"},"language":"en","primary_location":{"id":"doi:10.3390/e25081148","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e25081148","pdf_url":"https://www.mdpi.com/1099-4300/25/8/1148/pdf?version=1690809206","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/25/8/1148/pdf?version=1690809206","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019215450","display_name":"Junyan Yi","orcid":"https://orcid.org/0000-0002-8819-8642"},"institutions":[{"id":"https://openalex.org/I62853816","display_name":"Beijing University of Civil Engineering and Architecture","ror":"https://ror.org/02yj0p855","country_code":"CN","type":"education","lineage":["https://openalex.org/I62853816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junyan Yi","raw_affiliation_strings":["Department of Computer Science and Technology, Beijing University of Civil Engineering and Architecture, Beijing 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Beijing University of Civil Engineering and Architecture, Beijing 100044, China","institution_ids":["https://openalex.org/I62853816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009302052","display_name":"Chouyu Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I62853816","display_name":"Beijing University of Civil Engineering and Architecture","ror":"https://ror.org/02yj0p855","country_code":"CN","type":"education","lineage":["https://openalex.org/I62853816"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chouyu Chen","raw_affiliation_strings":["Department of Computer Science and Technology, Beijing University of Civil Engineering and Architecture, Beijing 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Beijing University of Civil Engineering and Architecture, Beijing 100044, China","institution_ids":["https://openalex.org/I62853816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009302052"],"corresponding_institution_ids":["https://openalex.org/I62853816"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":1.5745,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83507225,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"25","issue":"8","first_page":"1148","last_page":"1148"},"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":0.9926999807357788,"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":0.9911999702453613,"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":0.754225492477417},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6835067272186279},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6508366465568542},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.6422142386436462},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5174394249916077},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4927525818347931},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4759121537208557},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.464664101600647},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3577423691749573},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.13912853598594666},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09945234656333923},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0594576895236969}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.754225492477417},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6835067272186279},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6508366465568542},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.6422142386436462},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5174394249916077},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4927525818347931},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4759121537208557},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.464664101600647},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3577423691749573},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.13912853598594666},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09945234656333923},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0594576895236969},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/e25081148","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e25081148","pdf_url":"https://www.mdpi.com/1099-4300/25/8/1148/pdf?version=1690809206","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:37628178","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37628178","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10453284","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10453284","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10453284/pdf/entropy-25-01148.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:bda002842f0d41fca9c47268a7e1961e","is_oa":true,"landing_page_url":"https://doaj.org/article/bda002842f0d41fca9c47268a7e1961e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 25, Iss 8, p 1148 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/25/8/1148/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e25081148","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy; Volume 25; Issue 8; Pages: 1148","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e25081148","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e25081148","pdf_url":"https://www.mdpi.com/1099-4300/25/8/1148/pdf?version=1690809206","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1884295850","display_name":null,"funder_award_id":"00331613002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6836859050","display_name":null,"funder_award_id":"62031003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7148930410","display_name":null,"funder_award_id":"61871020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7575760442","display_name":null,"funder_award_id":"62031003","funder_id":"https://openalex.org/F4320325174","funder_display_name":"Beijing University of Civil Engineering and Architecture"},{"id":"https://openalex.org/G8173864892","display_name":null,"funder_award_id":"KM202010016011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8260206800","display_name":null,"funder_award_id":"X18064","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322499","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92"},{"id":"https://openalex.org/F4320325174","display_name":"Beijing University of Civil Engineering and Architecture","ror":"https://ror.org/02yj0p855"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385429272.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1976468890","https://openalex.org/W2059843925","https://openalex.org/W2092638574","https://openalex.org/W2093545979","https://openalex.org/W2097117768","https://openalex.org/W2117935664","https://openalex.org/W2137055403","https://openalex.org/W2160605010","https://openalex.org/W2170789385","https://openalex.org/W2174711832","https://openalex.org/W2205926907","https://openalex.org/W2270168057","https://openalex.org/W2601564443","https://openalex.org/W2752782242","https://openalex.org/W2804426658","https://openalex.org/W2808272537","https://openalex.org/W2898910301","https://openalex.org/W2915212708","https://openalex.org/W2921406441","https://openalex.org/W2922509574","https://openalex.org/W2928165649","https://openalex.org/W2954313386","https://openalex.org/W2962189327","https://openalex.org/W2962914239","https://openalex.org/W2979430722","https://openalex.org/W3029941025","https://openalex.org/W3037875018","https://openalex.org/W3090174950","https://openalex.org/W3100870891","https://openalex.org/W3103010481","https://openalex.org/W3138516171","https://openalex.org/W3161081823","https://openalex.org/W3172603679","https://openalex.org/W3183430956","https://openalex.org/W3212717676","https://openalex.org/W4220973130","https://openalex.org/W4226145540","https://openalex.org/W4288049163","https://openalex.org/W4312805142","https://openalex.org/W4385245566","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2374520121","https://openalex.org/W2394034517","https://openalex.org/W2364945429","https://openalex.org/W4388037085","https://openalex.org/W3044879582","https://openalex.org/W2045010375","https://openalex.org/W4379231730","https://openalex.org/W2471181682","https://openalex.org/W3147584709","https://openalex.org/W2060411034"],"abstract_inverted_index":{"Automatic":[0],"classification":[1,76,158,174],"of":[2,28,92,110,167],"arteries":[3,43,120],"and":[4,24,38,44,59,77,106,121,137],"veins":[5,45,122],"(A/V)":[6],"in":[7,35],"fundus":[8],"images":[9],"has":[10],"gained":[11],"considerable":[12],"attention":[13],"from":[14,148],"researchers":[15],"due":[16],"to":[17,20,48,73,88,153],"its":[18],"potential":[19],"detect":[21],"vascular":[22],"abnormalities":[23],"facilitate":[25],"the":[26,33,39,65,79,90,125,129,134,146,149,155,164,168],"diagnosis":[27],"some":[29],"systemic":[30],"diseases.":[31],"However,":[32],"variability":[34],"vessel":[36,66,104,130],"structures":[37],"marginal":[40],"distinction":[41],"between":[42,103],"poses":[46],"challenges":[47],"accurate":[49],"A/V":[50,75,93,114,157,173],"classification.":[51],"This":[52],"paper":[53],"proposes":[54],"a":[55,70,95,112,138],"novel":[56],"Multi-task":[57],"Segmentation":[58],"Classification":[60],"Network":[61],"(MSC-Net)":[62],"that":[63,118,144],"utilizes":[64],"features":[67,131],"extracted":[68],"by":[69,123,133],"specific":[71],"module":[72,117,143],"improve":[74],"alleviate":[78],"aforementioned":[80],"limitations.":[81],"The":[82],"proposed":[83,169],"method":[84],"introduces":[85],"three":[86],"modules":[87,152],"enhance":[89],"performance":[91,166],"classification:":[94],"Multi-scale":[96],"Vessel":[97],"Extraction":[98,115],"(MVE)":[99],"module,":[100,136],"which":[101],"distinguishes":[102],"pixels":[105],"background":[107],"using":[108],"semantics":[109],"vessels,":[111],"Multi-structure":[113],"(MAE)":[116],"classifies":[119],"combining":[124],"original":[126],"image":[127],"with":[128],"produced":[132],"MVE":[135],"Multi-source":[139],"Feature":[140],"Integration":[141],"(MFI)":[142],"merges":[145],"outputs":[147],"former":[150],"two":[151],"obtain":[154],"final":[156],"results.":[159],"Extensive":[160],"empirical":[161],"experiments":[162],"verify":[163],"high":[165],"MSC-Net":[170],"for":[171],"retinal":[172],"over":[175],"state-of-the-art":[176],"methods":[177],"on":[178],"several":[179],"public":[180],"datasets.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}
