{"id":"https://openalex.org/W2910960260","doi":"https://doi.org/10.1109/dicta.2018.8615761","title":"Hyperspectral Image Segmentation of Retinal Vasculature, Optic Disc and Macula","display_name":"Hyperspectral Image Segmentation of Retinal Vasculature, Optic Disc and Macula","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2910960260","doi":"https://doi.org/10.1109/dicta.2018.8615761","mag":"2910960260"},"language":"en","primary_location":{"id":"doi:10.1109/dicta.2018.8615761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2018.8615761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027900807","display_name":"Azat Garifullin","orcid":"https://orcid.org/0000-0003-3300-6938"},"institutions":[{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Azat Garifullin","raw_affiliation_strings":["Machine Vision and Pattern Recognition Laboratory, Lappeenranta University of Technology, Lappeenranta, Finland"],"affiliations":[{"raw_affiliation_string":"Machine Vision and Pattern Recognition Laboratory, Lappeenranta University of Technology, Lappeenranta, Finland","institution_ids":["https://openalex.org/I63548447"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023955116","display_name":"Peeter K\u00f6\u00f6bi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126318","display_name":"Tampere University Hospital","ror":"https://ror.org/02hvt5f17","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210126318"]},{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Peeter Koobi","raw_affiliation_strings":["Tays Eye Center, Tampere University Hospital, Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Tays Eye Center, Tampere University Hospital, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110","https://openalex.org/I4210126318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072681739","display_name":"Pasi Ylitepsa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]},{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Pasi Ylitepsa","raw_affiliation_strings":["SILK, University of Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"SILK, University of Tampere, Finland","institution_ids":["https://openalex.org/I166825849","https://openalex.org/I4210133110"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064263499","display_name":"Kati \u00c5djers","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126318","display_name":"Tampere University Hospital","ror":"https://ror.org/02hvt5f17","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210126318"]},{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kati Adjers","raw_affiliation_strings":["Tays Eye Center, Tampere University Hospital, Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Tays Eye Center, Tampere University Hospital, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110","https://openalex.org/I4210126318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001846391","display_name":"Markku Hauta\u2010Kasari","orcid":"https://orcid.org/0000-0002-5481-0004"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Markku Hauta-Kasari","raw_affiliation_strings":["University of Eastern Finland, School of Computing, Joensuu, Finland"],"affiliations":[{"raw_affiliation_string":"University of Eastern Finland, School of Computing, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056016003","display_name":"Hannu Uusitalo","orcid":"https://orcid.org/0000-0002-8499-8175"},"institutions":[{"id":"https://openalex.org/I4210126318","display_name":"Tampere University Hospital","ror":"https://ror.org/02hvt5f17","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210126318"]},{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Hannu Uusitalo","raw_affiliation_strings":["Tays Eye Center, Tampere University Hospital, Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Tays Eye Center, Tampere University Hospital, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110","https://openalex.org/I4210126318"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066670639","display_name":"Lasse Lensu","orcid":"https://orcid.org/0000-0002-7691-121X"},"institutions":[{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Lasse Lensu","raw_affiliation_strings":["Machine Vision and Pattern Recognition Laboratory, Lappeenranta University of Technology, Lappeenranta, Finland"],"affiliations":[{"raw_affiliation_string":"Machine Vision and Pattern Recognition Laboratory, Lappeenranta University of Technology, Lappeenranta, Finland","institution_ids":["https://openalex.org/I63548447"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5027900807"],"corresponding_institution_ids":["https://openalex.org/I63548447"],"apc_list":null,"apc_paid":null,"fwci":0.1798,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.59772693,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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":0.9965999722480774,"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9822999835014343,"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":0.7451536059379578},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7282901406288147},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.6665911078453064},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.6623536348342896},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6425273418426514},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6408228874206543},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6242461204528809},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.514944851398468},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.5008771419525146},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.44927582144737244},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3741779327392578},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.14941412210464478},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09240201115608215}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7451536059379578},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7282901406288147},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.6665911078453064},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.6623536348342896},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6425273418426514},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6408228874206543},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6242461204528809},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.514944851398468},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.5008771419525146},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.44927582144737244},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3741779327392578},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.14941412210464478},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09240201115608215}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dicta.2018.8615761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2018.8615761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"},{"id":"pmh:oai:erepo.uef.fi:123456789/7662","is_oa":false,"landing_page_url":"https://erepo.uef.fi/handle/123456789/7662","pdf_url":null,"source":{"id":"https://openalex.org/S4306402418","display_name":"UEF eRepo (University of Eastern Finland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I175532246","host_organization_name":"University of Eastern Finland","host_organization_lineage":["https://openalex.org/I175532246"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Artikkelit ja abstraktit tieteellisiss\u00e4 konferenssijulkaisuissa"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W582134693","https://openalex.org/W1561051169","https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W2108598243","https://openalex.org/W2145305441","https://openalex.org/W2316012697","https://openalex.org/W2398425398","https://openalex.org/W2519653196","https://openalex.org/W2559597482","https://openalex.org/W2587499148","https://openalex.org/W2732412926","https://openalex.org/W2755045970","https://openalex.org/W2755279082","https://openalex.org/W2793941577","https://openalex.org/W2799390666","https://openalex.org/W2963881378","https://openalex.org/W2964059111","https://openalex.org/W6600284362","https://openalex.org/W6617145748"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2070598848","https://openalex.org/W2060875994","https://openalex.org/W2027399350","https://openalex.org/W2044184146","https://openalex.org/W4313014865","https://openalex.org/W2019190440"],"abstract_inverted_index":{"The":[0,34],"most":[1],"common":[2],"approach":[3],"for":[4,29,82],"retinal":[5,31,45,56,96],"imaging":[6],"is":[7,72],"the":[8,22,41,68,75,83,87],"eye":[9],"fundus":[10],"photography":[11],"which":[12,51],"usually":[13],"results":[14],"in":[15,54,95],"RGB":[16],"images.":[17],"Recent":[18],"studies":[19],"show":[20],"that":[21,74],"additional":[23],"spectral":[24,84,90],"information":[25,91],"provides":[26,92],"useful":[27],"features":[28],"automatic":[30],"image":[32,57,97],"analysis.":[33],"current":[35],"work":[36],"extends":[37],"recent":[38],"research":[39],"on":[40],"joint":[42],"segmentation":[43,69],"of":[44,89],"vasculature,":[46],"optic":[47],"disc":[48],"and":[49,86],"macula":[50],"often":[52],"appears":[53],"different":[55],"analysis":[58],"tasks.":[59],"Fully":[60],"convolutional":[61],"neural":[62],"networks":[63],"are":[64],"utilized":[65],"to":[66],"solve":[67],"problem.":[70],"It":[71],"shown":[73],"network":[76],"architectures":[77],"can":[78],"be":[79],"effectively":[80],"modified":[81],"data":[85],"utilization":[88],"moderate":[93],"improvements":[94],"segmentation.":[98]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}