{"id":"https://openalex.org/W2763797438","doi":"https://doi.org/10.1109/tmi.2017.2762963","title":"A Graph Cut Approach to Artery/Vein Classification in Ultra-Widefield Scanning Laser Ophthalmoscopy","display_name":"A Graph Cut Approach to Artery/Vein Classification in Ultra-Widefield Scanning Laser Ophthalmoscopy","publication_year":2017,"publication_date":"2017-10-13","ids":{"openalex":"https://openalex.org/W2763797438","doi":"https://doi.org/10.1109/tmi.2017.2762963","mag":"2763797438","pmid":"https://pubmed.ncbi.nlm.nih.gov/29035214"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2017.2762963","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2017.2762963","pdf_url":null,"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":null,"license_id":null,"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":"green","oa_url":"https://discovery.dundee.ac.uk/files/18624320/Clean_Copy_submitted_7sep2017.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016405036","display_name":"Enrico Pellegrini","orcid":"https://orcid.org/0000-0001-6913-1760"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]},{"id":"https://openalex.org/I2802526638","display_name":"Ninewells Hospital","ror":"https://ror.org/039c6rk82","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800860831","https://openalex.org/I2802526638"]},{"id":"https://openalex.org/I4210126288","display_name":"Digital Catapult","ror":"https://ror.org/03n5g6138","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210126288"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Enrico Pellegrini","raw_affiliation_strings":["VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, Scotland, U.K","Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, EH16 4TJ, UK","Houston is with Ninewells Hospital & Medical School, University of Dundee, Dundee, DD1 9SY, UK","Optos plc, Dunfermline, KY11 8GR, UK","VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, DD14HN, UK"],"raw_orcid":"https://orcid.org/0000-0001-6913-1760","affiliations":[{"raw_affiliation_string":"VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, Scotland, U.K","institution_ids":["https://openalex.org/I177639307"]},{"raw_affiliation_string":"Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, EH16 4TJ, UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"Houston is with Ninewells Hospital & Medical School, University of Dundee, Dundee, DD1 9SY, UK","institution_ids":["https://openalex.org/I2802526638"]},{"raw_affiliation_string":"Optos plc, Dunfermline, KY11 8GR, UK","institution_ids":["https://openalex.org/I4210126288"]},{"raw_affiliation_string":"VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, DD14HN, UK","institution_ids":["https://openalex.org/I177639307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050177073","display_name":"G.W. Robertson","orcid":"https://orcid.org/0000-0002-9670-930X"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]},{"id":"https://openalex.org/I2802526638","display_name":"Ninewells Hospital","ror":"https://ror.org/039c6rk82","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800860831","https://openalex.org/I2802526638"]},{"id":"https://openalex.org/I4210108209","display_name":"MRC Centre for Regenerative Medicine","ror":"https://ror.org/01x802g65","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210087105","https://openalex.org/I4210108209","https://openalex.org/I90344618","https://openalex.org/I98677209"]},{"id":"https://openalex.org/I4210126288","display_name":"Digital Catapult","ror":"https://ror.org/03n5g6138","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210126288"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gavin Robertson","raw_affiliation_strings":["VAMPIRE Project, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, Scotland, U.K","Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, EH16 4TJ, UK","Houston is with Ninewells Hospital & Medical School, University of Dundee, Dundee, DD1 9SY, UK","Optos plc, Dunfermline, KY11 8GR, UK","VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, DD14HN, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VAMPIRE Project, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, Scotland, U.K","institution_ids":["https://openalex.org/I4210108209","https://openalex.org/I98677209"]},{"raw_affiliation_string":"Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, EH16 4TJ, UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"Houston is with Ninewells Hospital & Medical School, University of Dundee, Dundee, DD1 9SY, UK","institution_ids":["https://openalex.org/I2802526638"]},{"raw_affiliation_string":"Optos plc, Dunfermline, KY11 8GR, UK","institution_ids":["https://openalex.org/I4210126288"]},{"raw_affiliation_string":"VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, DD14HN, UK","institution_ids":["https://openalex.org/I177639307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078119193","display_name":"Tom MacGillivray","orcid":"https://orcid.org/0000-0001-5120-0086"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]},{"id":"https://openalex.org/I2802526638","display_name":"Ninewells Hospital","ror":"https://ror.org/039c6rk82","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800860831","https://openalex.org/I2802526638"]},{"id":"https://openalex.org/I4210108209","display_name":"MRC Centre for Regenerative Medicine","ror":"https://ror.org/01x802g65","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210087105","https://openalex.org/I4210108209","https://openalex.org/I90344618","https://openalex.org/I98677209"]},{"id":"https://openalex.org/I4210126288","display_name":"Digital Catapult","ror":"https://ror.org/03n5g6138","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210126288"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tom MacGillivray","raw_affiliation_strings":["VAMPIRE Project, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, Scotland, U.K","Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, EH16 4TJ, UK","Houston is with Ninewells Hospital & Medical School, University of Dundee, Dundee, DD1 9SY, UK","Optos plc, Dunfermline, KY11 8GR, UK","VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, DD14HN, UK"],"raw_orcid":"https://orcid.org/0000-0001-5120-0086","affiliations":[{"raw_affiliation_string":"VAMPIRE Project, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, Scotland, U.K","institution_ids":["https://openalex.org/I4210108209","https://openalex.org/I98677209"]},{"raw_affiliation_string":"Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, EH16 4TJ, UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"Houston is with Ninewells Hospital & Medical School, University of Dundee, Dundee, DD1 9SY, UK","institution_ids":["https://openalex.org/I2802526638"]},{"raw_affiliation_string":"Optos plc, Dunfermline, KY11 8GR, UK","institution_ids":["https://openalex.org/I4210126288"]},{"raw_affiliation_string":"VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, DD14HN, UK","institution_ids":["https://openalex.org/I177639307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053639270","display_name":"Jano van Hemert","orcid":"https://orcid.org/0000-0003-0834-7079"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]},{"id":"https://openalex.org/I2802526638","display_name":"Ninewells Hospital","ror":"https://ror.org/039c6rk82","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800860831","https://openalex.org/I2802526638"]},{"id":"https://openalex.org/I4210126288","display_name":"Digital Catapult","ror":"https://ror.org/03n5g6138","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210126288"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jano van Hemert","raw_affiliation_strings":["Optos plc, Dunfermline, U.K","Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, EH16 4TJ, UK","Houston is with Ninewells Hospital & Medical School, University of Dundee, Dundee, DD1 9SY, UK","Optos plc, Dunfermline, KY11 8GR, UK","VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, DD14HN, UK"],"raw_orcid":"https://orcid.org/0000-0003-0834-7079","affiliations":[{"raw_affiliation_string":"Optos plc, Dunfermline, U.K","institution_ids":["https://openalex.org/I4210126288"]},{"raw_affiliation_string":"Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, EH16 4TJ, UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"Houston is with Ninewells Hospital & Medical School, University of Dundee, Dundee, DD1 9SY, UK","institution_ids":["https://openalex.org/I2802526638"]},{"raw_affiliation_string":"Optos plc, Dunfermline, KY11 8GR, UK","institution_ids":["https://openalex.org/I4210126288"]},{"raw_affiliation_string":"VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, DD14HN, UK","institution_ids":["https://openalex.org/I177639307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010850368","display_name":"J. Graeme Houston","orcid":"https://orcid.org/0000-0002-9786-7975"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]},{"id":"https://openalex.org/I2802526638","display_name":"Ninewells Hospital","ror":"https://ror.org/039c6rk82","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800860831","https://openalex.org/I2802526638"]},{"id":"https://openalex.org/I4210126288","display_name":"Digital Catapult","ror":"https://ror.org/03n5g6138","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210126288"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Graeme Houston","raw_affiliation_strings":["Ninewells Hospital & Medical School, University of Dundee, Dundee, U.K","Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, EH16 4TJ, UK","Houston is with Ninewells Hospital & Medical School, University of Dundee, Dundee, DD1 9SY, UK","Optos plc, Dunfermline, KY11 8GR, UK","VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, DD14HN, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ninewells Hospital & Medical School, University of Dundee, Dundee, U.K","institution_ids":["https://openalex.org/I2802526638"]},{"raw_affiliation_string":"Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, EH16 4TJ, UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"Houston is with Ninewells Hospital & Medical School, University of Dundee, Dundee, DD1 9SY, UK","institution_ids":["https://openalex.org/I2802526638"]},{"raw_affiliation_string":"Optos plc, Dunfermline, KY11 8GR, UK","institution_ids":["https://openalex.org/I4210126288"]},{"raw_affiliation_string":"VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, DD14HN, UK","institution_ids":["https://openalex.org/I177639307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048954811","display_name":"Emanuele Trucco","orcid":"https://orcid.org/0000-0002-5055-0794"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]},{"id":"https://openalex.org/I2802526638","display_name":"Ninewells Hospital","ror":"https://ror.org/039c6rk82","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800860831","https://openalex.org/I2802526638"]},{"id":"https://openalex.org/I4210126288","display_name":"Digital Catapult","ror":"https://ror.org/03n5g6138","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210126288"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Emanuele Trucco","raw_affiliation_strings":["VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, Scotland, U.K","Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, EH16 4TJ, UK","Houston is with Ninewells Hospital & Medical School, University of Dundee, Dundee, DD1 9SY, UK","Optos plc, Dunfermline, KY11 8GR, UK","VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, DD14HN, UK"],"raw_orcid":"https://orcid.org/0000-0002-5055-0794","affiliations":[{"raw_affiliation_string":"VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, Scotland, U.K","institution_ids":["https://openalex.org/I177639307"]},{"raw_affiliation_string":"Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, EH16 4TJ, UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"Houston is with Ninewells Hospital & Medical School, University of Dundee, Dundee, DD1 9SY, UK","institution_ids":["https://openalex.org/I2802526638"]},{"raw_affiliation_string":"Optos plc, Dunfermline, KY11 8GR, UK","institution_ids":["https://openalex.org/I4210126288"]},{"raw_affiliation_string":"VAMPIRE Project, School of Science and Engineering (Computing), University of Dundee, Dundee, DD14HN, UK","institution_ids":["https://openalex.org/I177639307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":1.9519,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.85893907,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"37","issue":"2","first_page":"516","last_page":"526"},"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9961000084877014,"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":0.992900013923645,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6559997797012329},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6102386713027954},{"id":"https://openalex.org/keywords/retinal-artery","display_name":"Retinal Artery","score":0.592797577381134},{"id":"https://openalex.org/keywords/ophthalmoscopy","display_name":"Ophthalmoscopy","score":0.5898370146751404},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5216853618621826},{"id":"https://openalex.org/keywords/scanning-laser-ophthalmoscopy","display_name":"Scanning laser ophthalmoscopy","score":0.5185854434967041},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.503095805644989},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.4995095729827881},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4858652949333191},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.4572349488735199},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4417489767074585},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.24099048972129822},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21753257513046265},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.2034117579460144}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6559997797012329},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6102386713027954},{"id":"https://openalex.org/C2910707947","wikidata":"https://www.wikidata.org/wiki/Q489722","display_name":"Retinal Artery","level":3,"score":0.592797577381134},{"id":"https://openalex.org/C2780623050","wikidata":"https://www.wikidata.org/wiki/Q837188","display_name":"Ophthalmoscopy","level":3,"score":0.5898370146751404},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5216853618621826},{"id":"https://openalex.org/C2777474606","wikidata":"https://www.wikidata.org/wiki/Q7430070","display_name":"Scanning laser ophthalmoscopy","level":3,"score":0.5185854434967041},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.503095805644989},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.4995095729827881},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4858652949333191},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.4572349488735199},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4417489767074585},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.24099048972129822},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21753257513046265},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.2034117579460144},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"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":"D009887","descriptor_name":"Ophthalmoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D009887","descriptor_name":"Ophthalmoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D009887","descriptor_name":"Ophthalmoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012169","descriptor_name":"Retinal Vein","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012169","descriptor_name":"Retinal Vein","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012169","descriptor_name":"Retinal Vein","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tmi.2017.2762963","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2017.2762963","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:29035214","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29035214","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":"Journal Article"},{"id":"pmh:oai:discovery.dundee.ac.uk:openaire/5f76c1a1-c641-4e70-9209-bae52e52cdb0","is_oa":true,"landing_page_url":"https://discovery.dundee.ac.uk/en/publications/5f76c1a1-c641-4e70-9209-bae52e52cdb0","pdf_url":"https://discovery.dundee.ac.uk/files/18624320/Clean_Copy_submitted_7sep2017.pdf","source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pellegrini, E, Robertson, G, MacGillivray, T, van Hemert, J, Houston, J & Trucco, E 2018, 'A Graph Cut Approach to Artery/Vein Classification in Ultra-Widefield Scanning Laser Ophthalmoscopy', IEEE Transactions on Medical Imaging, vol. 37, no. 2, 8067510, pp. 516-526. https://doi.org/10.1109/TMI.2017.2762963","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:discovery.dundee.ac.uk:openaire/5f76c1a1-c641-4e70-9209-bae52e52cdb0","is_oa":true,"landing_page_url":"https://discovery.dundee.ac.uk/en/publications/5f76c1a1-c641-4e70-9209-bae52e52cdb0","pdf_url":"https://discovery.dundee.ac.uk/files/18624320/Clean_Copy_submitted_7sep2017.pdf","source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pellegrini, E, Robertson, G, MacGillivray, T, van Hemert, J, Houston, J & Trucco, E 2018, 'A Graph Cut Approach to Artery/Vein Classification in Ultra-Widefield Scanning Laser Ophthalmoscopy', IEEE Transactions on Medical Imaging, vol. 37, no. 2, 8067510, pp. 516-526. https://doi.org/10.1109/TMI.2017.2762963","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7300000190734863,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G7823839363","display_name":null,"funder_award_id":"EP/M005976/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7979222309","display_name":"Multi-modal retinal biomarkers for vascular dementia: developing enabling image analysis tools","funder_award_id":"EP/M005976/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320310838","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36"},{"id":"https://openalex.org/F4320322794","display_name":"Universit\u00e0 degli Studi di Genova","ror":"https://ror.org/0107c5v14"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2763797438.pdf","grobid_xml":"https://content.openalex.org/works/W2763797438.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W838887621","https://openalex.org/W1473767589","https://openalex.org/W1565009360","https://openalex.org/W1840577052","https://openalex.org/W1968535857","https://openalex.org/W1970063352","https://openalex.org/W1982145607","https://openalex.org/W2001885074","https://openalex.org/W2007688696","https://openalex.org/W2024600467","https://openalex.org/W2031537259","https://openalex.org/W2039367092","https://openalex.org/W2040118850","https://openalex.org/W2040806095","https://openalex.org/W2042988683","https://openalex.org/W2046709864","https://openalex.org/W2050402233","https://openalex.org/W2060091892","https://openalex.org/W2077265028","https://openalex.org/W2084073283","https://openalex.org/W2084413241","https://openalex.org/W2084700217","https://openalex.org/W2100756624","https://openalex.org/W2113137767","https://openalex.org/W2114277463","https://openalex.org/W2116638623","https://openalex.org/W2117935664","https://openalex.org/W2121228518","https://openalex.org/W2122639624","https://openalex.org/W2122825543","https://openalex.org/W2127868552","https://openalex.org/W2128685600","https://openalex.org/W2135046866","https://openalex.org/W2135732838","https://openalex.org/W2137055403","https://openalex.org/W2139583008","https://openalex.org/W2169551590","https://openalex.org/W2174711832","https://openalex.org/W2281659872","https://openalex.org/W2322826063","https://openalex.org/W2559384119","https://openalex.org/W3104695357","https://openalex.org/W3150685663","https://openalex.org/W4252684946","https://openalex.org/W6623388075","https://openalex.org/W6730073794"],"related_works":["https://openalex.org/W2013204323","https://openalex.org/W2006632914","https://openalex.org/W27320317","https://openalex.org/W3149213320","https://openalex.org/W2065615839","https://openalex.org/W2461701944","https://openalex.org/W3032552409","https://openalex.org/W2783666544","https://openalex.org/W2887488965","https://openalex.org/W2763601496"],"abstract_inverted_index":{"The":[0,78,115],"classification":[1,33,63,134],"of":[2,17,37,50,68,136],"blood":[3],"vessels":[4],"into":[5],"arterioles":[6],"and":[7,89,106,127,130],"venules":[8],"is":[9,54,109],"a":[10,28,43,59,94,99],"fundamental":[11],"step":[12],"in":[13,138],"the":[14,38,48,55,104,139],"automatic":[15],"investigation":[16],"retinal":[18,39,69],"biomarkers":[19],"for":[20,31,65],"systemic":[21],"diseases.":[22],"In":[23],"this":[24,53,66],"paper,":[25],"we":[26],"present":[27],"novel":[29],"technique":[30,64,116],"vessel":[32,87],"on":[34,85,119],"ultra-wide-field-of-view":[35],"images":[36],"fundus":[40],"acquired":[41],"with":[42,71],"scanning":[44],"laser":[45],"ophthalmoscope.":[46],"To":[47],"best":[49],"our":[51],"knowledge,":[52],"first":[56],"time":[57],"that":[58],"fully":[60],"automated":[61],"artery/vein":[62],"type":[67],"imaging":[70],"no":[72],"manual":[73],"intervention":[74],"has":[75],"been":[76],"presented.":[77],"proposed":[79],"method":[80],"exploits":[81],"hand-crafted":[82],"features":[83],"based":[84],"local":[86],"intensity":[88],"vascular":[90],"morphology":[91],"to":[92],"formulate":[93],"graph":[95,112],"representation":[96],"from":[97],"which":[98],"globally":[100],"optimal":[101],"separation":[102],"between":[103],"arterial":[105],"venular":[107],"networks":[108],"computed":[110],"by":[111],"cut":[113],"approach.":[114],"was":[117],"tested":[118],"three":[120],"different":[121],"data":[122,141],"sets":[123],"(one":[124],"publicly":[125],"available":[126],"two":[128],"local)":[129],"achieved":[131],"an":[132],"average":[133],"accuracy":[135],"0.883":[137],"largest":[140],"set.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3}],"updated_date":"2026-08-23T07:36:19.812096","created_date":"2025-10-10T00:00:00"}
