{"id":"https://openalex.org/W2969486973","doi":"https://doi.org/10.3390/info10090266","title":"Enhanced Grid-Based Visual Analysis of Retinal Layer Thickness with Optical Coherence Tomography","display_name":"Enhanced Grid-Based Visual Analysis of Retinal Layer Thickness with Optical Coherence Tomography","publication_year":2019,"publication_date":"2019-08-23","ids":{"openalex":"https://openalex.org/W2969486973","doi":"https://doi.org/10.3390/info10090266","mag":"2969486973"},"language":"en","primary_location":{"id":"doi:10.3390/info10090266","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info10090266","pdf_url":"https://www.mdpi.com/2078-2489/10/9/266/pdf?version=1566982585","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/10/9/266/pdf?version=1566982585","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024197313","display_name":"Martin R\u00f6hlig","orcid":"https://orcid.org/0000-0002-3831-8482"},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Martin R\u00f6hlig","raw_affiliation_strings":["Institute of Visual and Analytic Computing, University of Rostock, Albert-Einstein-Str. 22, 18059 Rostock, Germany"],"raw_orcid":"https://orcid.org/0000-0002-3831-8482","affiliations":[{"raw_affiliation_string":"Institute of Visual and Analytic Computing, University of Rostock, Albert-Einstein-Str. 22, 18059 Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054022564","display_name":"Ruby Kala Prakasam","orcid":"https://orcid.org/0000-0002-5433-4546"},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ruby Kala Prakasam","raw_affiliation_strings":["Department of Ophthalmology, University of Rostock, Doberaner Str. 140, 18057 Rostock, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, University of Rostock, Doberaner Str. 140, 18057 Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066247300","display_name":"J\u00f6rg St\u00fcwe","orcid":null},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rg St\u00fcwe","raw_affiliation_strings":["Institute of Visual and Analytic Computing, University of Rostock, Albert-Einstein-Str. 22, 18059 Rostock, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Visual and Analytic Computing, University of Rostock, Albert-Einstein-Str. 22, 18059 Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101519418","display_name":"Christoph Schmidt","orcid":"https://orcid.org/0000-0002-5358-0673"},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Schmidt","raw_affiliation_strings":["Institute of Visual and Analytic Computing, University of Rostock, Albert-Einstein-Str. 22, 18059 Rostock, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Visual and Analytic Computing, University of Rostock, Albert-Einstein-Str. 22, 18059 Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041101298","display_name":"Oliver Stachs","orcid":"https://orcid.org/0000-0002-1225-5372"},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver Stachs","raw_affiliation_strings":["Department of Ophthalmology, University of Rostock, Doberaner Str. 140, 18057 Rostock, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, University of Rostock, Doberaner Str. 140, 18057 Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039180428","display_name":"Heidrun Schumann","orcid":null},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Heidrun Schumann","raw_affiliation_strings":["Institute of Visual and Analytic Computing, University of Rostock, Albert-Einstein-Str. 22, 18059 Rostock, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Visual and Analytic Computing, University of Rostock, Albert-Einstein-Str. 22, 18059 Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5024197313"],"corresponding_institution_ids":["https://openalex.org/I4665924"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.852,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.75253724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"10","issue":"9","first_page":"266","last_page":"266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9998999834060669,"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":0.9998999834060669,"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10250","display_name":"Glaucoma and retinal disorders","score":0.9987000226974487,"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/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.8553966283798218},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.774339497089386},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6474234461784363},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.6319253444671631},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.568805992603302},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.46811288595199585},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.4190579056739807},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37724602222442627},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36430615186691284},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.29923298954963684},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.17755615711212158},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14537617564201355},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11005330085754395},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0836327075958252}],"concepts":[{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.8553966283798218},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.774339497089386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6474234461784363},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.6319253444671631},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.568805992603302},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.46811288595199585},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.4190579056739807},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37724602222442627},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36430615186691284},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.29923298954963684},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.17755615711212158},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14537617564201355},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11005330085754395},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0836327075958252},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/info10090266","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info10090266","pdf_url":"https://www.mdpi.com/2078-2489/10/9/266/pdf?version=1566982585","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:714bdc0f95f444d1b871877d72dc994c","is_oa":true,"landing_page_url":"https://doaj.org/article/714bdc0f95f444d1b871877d72dc994c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 10, Iss 9, p 266 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/10/9/266/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/info10090266","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info10090266","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info10090266","pdf_url":"https://www.mdpi.com/2078-2489/10/9/266/pdf?version=1566982585","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G138171539","display_name":null,"funder_award_id":"STA 543/7-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1411506664","display_name":null,"funder_award_id":"SCHU 887/19-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4510634030","display_name":null,"funder_award_id":"SCHU 887/19-1 and STA 543/7-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2969486973.pdf","grobid_xml":"https://content.openalex.org/works/W2969486973.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1524992328","https://openalex.org/W1834839393","https://openalex.org/W1966666501","https://openalex.org/W1974596734","https://openalex.org/W2015477952","https://openalex.org/W2053094909","https://openalex.org/W2063967273","https://openalex.org/W2065556087","https://openalex.org/W2067963527","https://openalex.org/W2079390326","https://openalex.org/W2087681061","https://openalex.org/W2093709150","https://openalex.org/W2097371977","https://openalex.org/W2114566476","https://openalex.org/W2115794463","https://openalex.org/W2125347938","https://openalex.org/W2127318120","https://openalex.org/W2134058387","https://openalex.org/W2154436677","https://openalex.org/W2215013120","https://openalex.org/W2253045889","https://openalex.org/W2321377840","https://openalex.org/W2415657353","https://openalex.org/W2418802570","https://openalex.org/W2474279305","https://openalex.org/W2587010042","https://openalex.org/W2587572340","https://openalex.org/W2736602723","https://openalex.org/W2741520251","https://openalex.org/W2782231581","https://openalex.org/W2792118234","https://openalex.org/W2793338168","https://openalex.org/W2886281300","https://openalex.org/W2920795298","https://openalex.org/W2921519261","https://openalex.org/W2924315204","https://openalex.org/W2976148597","https://openalex.org/W3048947872","https://openalex.org/W4240531687","https://openalex.org/W4255681622","https://openalex.org/W4376626030","https://openalex.org/W6643941964","https://openalex.org/W6677592390","https://openalex.org/W6678893345","https://openalex.org/W6682534960","https://openalex.org/W6782378866"],"related_works":["https://openalex.org/W2931688134","https://openalex.org/W2377919138","https://openalex.org/W2378857091","https://openalex.org/W103652678","https://openalex.org/W4226090359","https://openalex.org/W2059697060","https://openalex.org/W936373746","https://openalex.org/W2975817033","https://openalex.org/W1014602304","https://openalex.org/W1033756233"],"abstract_inverted_index":{"Optical":[0],"coherence":[1],"tomography":[2],"enables":[3],"high-resolution":[4],"3D":[5],"imaging":[6],"of":[7,16,26,55,68,80,114,136,148,163],"retinal":[8,27,70,81,164],"layers":[9,18,165],"in":[10,60,127,139,161,166],"the":[11,17,32,134,146],"human":[12],"eye.":[13],"The":[14],"thickness":[15,33,82,99,162],"is":[19,63,91],"commonly":[20],"assessed":[21],"to":[22,40,45,52,157],"understand":[23],"a":[24,53,128,140],"variety":[25],"and":[28,37,48,78,93,109,124],"systemic":[29],"disorders.":[30],"Yet,":[31],"data":[34,100],"are":[35,86,101,105],"complex":[36],"currently":[38],"need":[39],"be":[41],"considerably":[42],"reduced":[43],"prior":[44],"further":[46],"processing":[47],"analysis.":[49],"This":[50],"leads":[51],"loss":[54],"information":[56],"on":[57],"localized":[58,159],"variations":[59,160],"thickness,":[61],"which":[62,144],"important":[64],"for":[65,97],"early":[66],"detection":[67],"certain":[69],"diseases.":[71],"We":[72,132],"propose":[73],"an":[74],"enhanced":[75],"grid-based":[76],"reduction":[77],"exploration":[79],"data.":[83,151],"Alternative":[84],"grids":[85,96,104],"computed,":[87],"their":[88],"representation":[89],"quality":[90],"rated,":[92],"best":[94],"fitting":[95],"given":[98],"suggested.":[102],"Selected":[103],"then":[106],"visualized,":[107],"adapted,":[108],"compared":[110],"at":[111],"different":[112],"levels":[113],"granularity.":[115],"A":[116],"visual":[117],"analysis":[118,142],"tool":[119,138],"bundles":[120],"all":[121],"computational,":[122],"visual,":[123],"interactive":[125],"means":[126],"flexible":[129],"user":[130],"interface.":[131],"demonstrate":[133],"utility":[135],"our":[137,155],"complementary":[141],"procedure,":[143],"eases":[145],"evaluation":[147],"ophthalmic":[149],"study":[150,158],"Ophthalmologists":[152],"successfully":[153],"applied":[154],"solution":[156],"patients":[167],"with":[168],"diabetes":[169],"mellitus.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
