{"id":"https://openalex.org/W2968555749","doi":"https://doi.org/10.1007/978-3-030-27272-2_29","title":"Improving Lesion Segmentation for Diabetic Retinopathy Using Adversarial Learning","display_name":"Improving Lesion Segmentation for Diabetic Retinopathy Using Adversarial Learning","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2968555749","doi":"https://doi.org/10.1007/978-3-030-27272-2_29","mag":"2968555749"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-27272-2_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-27272-2_29","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2007.13854","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074532863","display_name":"Qiqi Xiao","orcid":"https://orcid.org/0000-0002-9695-0603"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qiqi Xiao","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, 15213, USA"],"raw_orcid":"https://orcid.org/0000-0002-9695-0603","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072851503","display_name":"Jiaxu Zou","orcid":"https://orcid.org/0000-0003-4861-8072"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiaxu Zou","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, 15213, USA"],"raw_orcid":"https://orcid.org/0000-0003-4861-8072","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012381843","display_name":"Muqiao Yang","orcid":"https://orcid.org/0000-0001-6273-0138"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Muqiao Yang","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, 15213, USA"],"raw_orcid":"https://orcid.org/0000-0001-6273-0138","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069676179","display_name":"Alex Gaudio","orcid":"https://orcid.org/0000-0003-1380-6620"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Gaudio","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, 15213, USA"],"raw_orcid":"https://orcid.org/0000-0003-1380-6620","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037322163","display_name":"Kris Kitani","orcid":"https://orcid.org/0000-0002-9389-4060"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kris Kitani","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, 15213, USA"],"raw_orcid":"https://orcid.org/0000-0002-9389-4060","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043560713","display_name":"Asim\ufeff Smailagic","orcid":"https://orcid.org/0000-0001-8524-997X"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Asim Smailagic","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, 15213, USA"],"raw_orcid":"https://orcid.org/0000-0001-8524-997X","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061171324","display_name":"Pedro Costa","orcid":"https://orcid.org/0000-0002-9528-1292"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Costa","raw_affiliation_strings":["INESC TEC, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-9528-1292","affiliations":[{"raw_affiliation_string":"INESC TEC, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000807861","display_name":"Min Xu","orcid":"https://orcid.org/0000-0002-0881-5891"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Min Xu","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, 15213, USA"],"raw_orcid":"https://orcid.org/0000-0002-0881-5891","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"333","last_page":"344"},"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":0.9951000213623047,"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/T10862","display_name":"AI in cancer detection","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8093419075012207},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7854803800582886},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.7680869102478027},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6948687434196472},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.5898875594139099},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4865790605545044},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46048009395599365},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4501124620437622},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.44415199756622314},{"id":"https://openalex.org/keywords/retinopathy","display_name":"Retinopathy","score":0.43807727098464966},{"id":"https://openalex.org/keywords/blindness","display_name":"Blindness","score":0.41021743416786194},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3708330988883972},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.27166005969047546},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26464611291885376},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.1991916000843048},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.12454003095626831}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8093419075012207},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7854803800582886},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.7680869102478027},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6948687434196472},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.5898875594139099},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4865790605545044},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46048009395599365},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4501124620437622},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.44415199756622314},{"id":"https://openalex.org/C2778313320","wikidata":"https://www.wikidata.org/wiki/Q550455","display_name":"Retinopathy","level":3,"score":0.43807727098464966},{"id":"https://openalex.org/C2780929884","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Blindness","level":2,"score":0.41021743416786194},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3708330988883972},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.27166005969047546},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26464611291885376},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.1991916000843048},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.12454003095626831},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-27272-2_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-27272-2_29","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2007.13854","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.13854","pdf_url":"https://arxiv.org/pdf/2007.13854","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2007.13854","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.13854","pdf_url":"https://arxiv.org/pdf/2007.13854","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W845365781","https://openalex.org/W1091878006","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1969496006","https://openalex.org/W1976468890","https://openalex.org/W2018593404","https://openalex.org/W2041625018","https://openalex.org/W2122644916","https://openalex.org/W2125389028","https://openalex.org/W2194775991","https://openalex.org/W2322371438","https://openalex.org/W2434741482","https://openalex.org/W2525974879","https://openalex.org/W2532750509","https://openalex.org/W2554423077","https://openalex.org/W2557738935","https://openalex.org/W2561675875","https://openalex.org/W2787241931","https://openalex.org/W2884436604","https://openalex.org/W2931728356","https://openalex.org/W2950395616","https://openalex.org/W2952436003","https://openalex.org/W2962722483","https://openalex.org/W2963073614","https://openalex.org/W2963226019","https://openalex.org/W2963856375","https://openalex.org/W2964227007","https://openalex.org/W4285719527","https://openalex.org/W4309504840","https://openalex.org/W6608993855","https://openalex.org/W6815074954","https://openalex.org/W6907187642"],"related_works":["https://openalex.org/W1980571360","https://openalex.org/W4237698013","https://openalex.org/W4249730947","https://openalex.org/W186124986","https://openalex.org/W2401657978","https://openalex.org/W4220767796","https://openalex.org/W2042797887","https://openalex.org/W3046286921","https://openalex.org/W2429379476","https://openalex.org/W4361800274"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}