{"id":"https://openalex.org/W2884292375","doi":"https://doi.org/10.1109/tmi.2018.2854886","title":"Supervised Segmentation of Un-Annotated Retinal Fundus Images by Synthesis","display_name":"Supervised Segmentation of Un-Annotated Retinal Fundus Images by Synthesis","publication_year":2018,"publication_date":"2018-07-24","ids":{"openalex":"https://openalex.org/W2884292375","doi":"https://doi.org/10.1109/tmi.2018.2854886","mag":"2884292375","pmid":"https://pubmed.ncbi.nlm.nih.gov/30047872"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2018.2854886","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmi.2018.2854886","pdf_url":"https://ieeexplore.ieee.org/ielx7/42/8594679/08418758.pdf","source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/42/8594679/08418758.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038625195","display_name":"He Zhao","orcid":"https://orcid.org/0000-0002-8264-9297"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"He Zhao","raw_affiliation_strings":["Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100778076","display_name":"Huiqi Li","orcid":"https://orcid.org/0000-0002-8720-3374"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiqi Li","raw_affiliation_strings":["Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019975803","display_name":"Sebastian Maurer\u2010Stroh","orcid":"https://orcid.org/0000-0003-0813-9640"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I4210148498","display_name":"Bioinformatics Institute","ror":"https://ror.org/044w3nw43","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I2801752549","https://openalex.org/I4210148498"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Sebastian Maurer-Stroh","raw_affiliation_strings":["Bioinformatics Institute, A*STAR, Singapore"],"affiliations":[{"raw_affiliation_string":"Bioinformatics Institute, A*STAR, Singapore","institution_ids":["https://openalex.org/I4210148498","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043824291","display_name":"Yuhong Guo","orcid":"https://orcid.org/0000-0002-7621-342X"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yuhong Guo","raw_affiliation_strings":["School of Computer Science, Carleton University, Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101447664","display_name":"Qiuju Deng","orcid":"https://orcid.org/0000-0002-2776-1235"},"institutions":[{"id":"https://openalex.org/I4210119028","display_name":"Beijing Anzhen Hospital","ror":"https://ror.org/02h2j1586","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuju Deng","raw_affiliation_strings":["Beijing Anzhen Hospital, Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Anzhen Hospital, Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China","institution_ids":["https://openalex.org/I4210119028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100753413","display_name":"Li Cheng","orcid":"https://orcid.org/0000-0003-3261-3533"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Cheng","raw_affiliation_strings":["Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038625195"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":10.4133,"has_fulltext":true,"cited_by_count":117,"citation_normalized_percentile":{"value":0.98733597,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"38","issue":"1","first_page":"46","last_page":"56"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9925000071525574,"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.9904999732971191,"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":0.8324664831161499},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.668489396572113},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.6549288034439087},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6545754075050354},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6408435106277466},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5529065728187561},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5495488047599792},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4905909597873688},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4560932219028473},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44692865014076233},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3954426050186157}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8324664831161499},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.668489396572113},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.6549288034439087},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6545754075050354},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6408435106277466},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5529065728187561},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5495488047599792},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4905909597873688},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4560932219028473},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44692865014076233},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3954426050186157},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005654","descriptor_name":"Fundus Oculi","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005654","descriptor_name":"Fundus Oculi","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005654","descriptor_name":"Fundus Oculi","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061848","descriptor_name":"Optical Imaging","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D061848","descriptor_name":"Optical Imaging","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D061848","descriptor_name":"Optical Imaging","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D061848","descriptor_name":"Optical Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D061848","descriptor_name":"Optical Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D061848","descriptor_name":"Optical Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2018.2854886","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmi.2018.2854886","pdf_url":"https://ieeexplore.ieee.org/ielx7/42/8594679/08418758.pdf","source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:30047872","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30047872","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":"IEEE transactions on medical imaging","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/tmi.2018.2854886","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmi.2018.2854886","pdf_url":"https://ieeexplore.ieee.org/ielx7/42/8594679/08418758.pdf","source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320335564","display_name":"Chinese Government Scholarship","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2884292375.pdf","grobid_xml":"https://content.openalex.org/works/W2884292375.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W179875071","https://openalex.org/W854541894","https://openalex.org/W1485009520","https://openalex.org/W1686810756","https://openalex.org/W1832540156","https://openalex.org/W1855261921","https://openalex.org/W1882958252","https://openalex.org/W1901129140","https://openalex.org/W1924770834","https://openalex.org/W1924902684","https://openalex.org/W1968736952","https://openalex.org/W1974954013","https://openalex.org/W2045227075","https://openalex.org/W2064675550","https://openalex.org/W2078239496","https://openalex.org/W2099471712","https://openalex.org/W2105685332","https://openalex.org/W2114430153","https://openalex.org/W2121913681","https://openalex.org/W2129142203","https://openalex.org/W2129534965","https://openalex.org/W2145305441","https://openalex.org/W2150769593","https://openalex.org/W2161989935","https://openalex.org/W2163344010","https://openalex.org/W2194775991","https://openalex.org/W2206167351","https://openalex.org/W2292976057","https://openalex.org/W2505725579","https://openalex.org/W2528556198","https://openalex.org/W2544277621","https://openalex.org/W2549599535","https://openalex.org/W2552465644","https://openalex.org/W2593768305","https://openalex.org/W2597576211","https://openalex.org/W2756073160","https://openalex.org/W2761299546","https://openalex.org/W2772222351","https://openalex.org/W2810924486","https://openalex.org/W2962741254","https://openalex.org/W2962808524","https://openalex.org/W2963073614","https://openalex.org/W2963403405","https://openalex.org/W2963826681","https://openalex.org/W2964193438","https://openalex.org/W3098547059","https://openalex.org/W4320013936","https://openalex.org/W6607333740","https://openalex.org/W6623517193","https://openalex.org/W6628877408","https://openalex.org/W6639009834","https://openalex.org/W6639118987","https://openalex.org/W6639480849","https://openalex.org/W6639824700","https://openalex.org/W6640212811","https://openalex.org/W6640263245","https://openalex.org/W6679367408","https://openalex.org/W6679536320","https://openalex.org/W6683590716","https://openalex.org/W6744307767","https://openalex.org/W6784971133"],"related_works":["https://openalex.org/W2374520121","https://openalex.org/W3037187668","https://openalex.org/W2394034517","https://openalex.org/W2364945429","https://openalex.org/W4388037085","https://openalex.org/W4234772502","https://openalex.org/W2380685755","https://openalex.org/W3044879582","https://openalex.org/W4388446985","https://openalex.org/W1522196789"],"abstract_inverted_index":{"We":[0],"focus":[1],"on":[2,101,107,114],"the":[3,35,45,58,63,68,76,79,83,102,121,124],"practical":[4],"challenge":[5],"of":[6,37,57,123,133],"segmenting":[7],"new":[8],"retinal":[9],"fundus":[10,40,94,116],"images":[11,52,60,81],"that":[12],"are":[13,53],"dissimilar":[14],"to":[15,74],"existing":[16,69,84],"well-annotated":[17,85],"data":[18,42,70,86,110,118],"sets.":[19],"It":[20],"is":[21],"addressed":[22],"in":[23,55,127],"this":[24,108],"paper":[25],"by":[26],"a":[27,38,89,130],"supervised":[28,93],"learning":[29],"pipeline,":[30],"with":[31,129],"its":[32],"core":[33],"being":[34],"construction":[36],"synthetic":[39,51,109],"image":[41,117],"set":[43],"using":[44],"proposed":[46,125],"R-sGAN":[47],"technique.":[48],"The":[49],"resulting":[50],"realistic-looking":[54],"terms":[56],"query":[59,80,103],"while":[61],"maintaining":[62],"annotated":[64],"vessel":[65],"structures":[66],"from":[67],"set.":[71,87,111],"This":[72],"helps":[73],"bridge":[75],"mismatch":[77,134],"between":[78],"and":[82],"As":[88],"consequence,":[90],"any":[91],"known":[92],"segmentation":[95],"technique":[96],"can":[97],"be":[98],"directly":[99],"utilized":[100],"images,":[104],"after":[105],"training":[106],"Extensive":[112],"experiments":[113],"different":[115],"sets":[119],"demonstrate":[120],"competitiveness":[122],"approach":[126],"dealing":[128],"diverse":[131],"range":[132],"settings.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":27},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":15}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
