{"id":"https://openalex.org/W3011436085","doi":"https://doi.org/10.1007/978-3-658-29267-6_37","title":"Abstract: Segmentation of Retinal Low-Cost Optical Coherence Tomography Images Using Deep Learning","display_name":"Abstract: Segmentation of Retinal Low-Cost Optical Coherence Tomography Images Using Deep Learning","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3011436085","doi":"https://doi.org/10.1007/978-3-658-29267-6_37","mag":"3011436085"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-658-29267-6_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-29267-6_37","pdf_url":null,"source":{"id":"https://openalex.org/S4210235615","display_name":"Informatik aktuell","issn_l":"1431-472X","issn":["1431-472X","2628-8958"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatik aktuell","raw_type":"book-chapter"},"type":"book-chapter","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/A5057497769","display_name":"Timo Kepp","orcid":"https://orcid.org/0000-0003-2024-2958"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Timo Kepp","raw_affiliation_strings":["Institut f\u00fcr Medizinische Informatik, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Medizinische Informatik, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Deutschland","institution_ids":["https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035901259","display_name":"Helge Sudkamp","orcid":"https://orcid.org/0000-0002-6307-2226"},"institutions":[{"id":"https://openalex.org/I4210123172","display_name":"Medizinisches Laserzentrum L\u00fcbeck (Germany)","ror":"https://ror.org/02y910088","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210123172"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Helge Sudkamp","raw_affiliation_strings":["Medizinisches Laserzentrum L\u00fcbeck GmbH, L\u00fcbeck, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medizinisches Laserzentrum L\u00fcbeck GmbH, L\u00fcbeck, Deutschland","institution_ids":["https://openalex.org/I4210123172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075779604","display_name":"Claus von der Burchard","orcid":"https://orcid.org/0000-0003-2163-5905"},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Christian-Albrechts-Universit\u00e4t zu Kiel","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Claus von der Burchard","raw_affiliation_strings":["Klinik f\u00fcr Ophthalmologie, Universit\u00e4t zu Kiel, Kiel, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Klinik f\u00fcr Ophthalmologie, Universit\u00e4t zu Kiel, Kiel, Deutschland","institution_ids":["https://openalex.org/I32021983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049234965","display_name":"Hendrik Schenke","orcid":null},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Christian-Albrechts-Universit\u00e4t zu Kiel","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hendrik Schenke","raw_affiliation_strings":["Klinik f\u00fcr Ophthalmologie, Universit\u00e4t zu Kiel, Kiel, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Klinik f\u00fcr Ophthalmologie, Universit\u00e4t zu Kiel, Kiel, Deutschland","institution_ids":["https://openalex.org/I32021983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090047862","display_name":"Peter Koch","orcid":"https://orcid.org/0000-0002-5328-7127"},"institutions":[{"id":"https://openalex.org/I4210123172","display_name":"Medizinisches Laserzentrum L\u00fcbeck (Germany)","ror":"https://ror.org/02y910088","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210123172"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Koch","raw_affiliation_strings":["Medizinisches Laserzentrum L\u00fcbeck GmbH, L\u00fcbeck, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medizinisches Laserzentrum L\u00fcbeck GmbH, L\u00fcbeck, Deutschland","institution_ids":["https://openalex.org/I4210123172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059541993","display_name":"Gereon H\u00fcttmann","orcid":"https://orcid.org/0000-0002-5051-3037"},"institutions":[{"id":"https://openalex.org/I4210123172","display_name":"Medizinisches Laserzentrum L\u00fcbeck (Germany)","ror":"https://ror.org/02y910088","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210123172"]},{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gereon H\u00fcttmann","raw_affiliation_strings":["Institut f\u00fcr Biomedizinische Optik, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Deutschland","Medizinisches Laserzentrum L\u00fcbeck GmbH, L\u00fcbeck, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Biomedizinische Optik, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Deutschland","institution_ids":["https://openalex.org/I9341345"]},{"raw_affiliation_string":"Medizinisches Laserzentrum L\u00fcbeck GmbH, L\u00fcbeck, Deutschland","institution_ids":["https://openalex.org/I4210123172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110137134","display_name":"Johann Roider","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123172","display_name":"Medizinisches Laserzentrum L\u00fcbeck (Germany)","ror":"https://ror.org/02y910088","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210123172"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johann Roider","raw_affiliation_strings":["Medizinisches Laserzentrum L\u00fcbeck GmbH, L\u00fcbeck, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medizinisches Laserzentrum L\u00fcbeck GmbH, L\u00fcbeck, Deutschland","institution_ids":["https://openalex.org/I4210123172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064304390","display_name":"Mattias P. Heinrich\u202c","orcid":"https://orcid.org/0000-0002-7489-1972"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mattias P. Heinrich","raw_affiliation_strings":["Institut f\u00fcr Medizinische Informatik, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Medizinische Informatik, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Deutschland","institution_ids":["https://openalex.org/I9341345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013972125","display_name":"Heinz Handels","orcid":"https://orcid.org/0000-0002-3499-4328"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Heinz Handels","raw_affiliation_strings":["Institut f\u00fcr Medizinische Informatik, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Deutschland","Institut f\u00fcr Medizinische Informatik, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Germany"],"raw_orcid":"https://orcid.org/0000-0002-3499-4328","affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Medizinische Informatik, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Deutschland","institution_ids":["https://openalex.org/I9341345"]},{"raw_affiliation_string":"Institut f\u00fcr Medizinische Informatik, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I9341345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3381,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88652932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"183","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9939000010490417,"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":0.9939000010490417,"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":0.9128999710083008,"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":0.9336713552474976},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6412742733955383},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.6263790726661682},{"id":"https://openalex.org/keywords/macular-degeneration","display_name":"Macular degeneration","score":0.6107736229896545},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5648095607757568},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.5479358434677124},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.4410132169723511},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41675910353660583},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.414675235748291},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2913028597831726},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05498760938644409}],"concepts":[{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.9336713552474976},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6412742733955383},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.6263790726661682},{"id":"https://openalex.org/C2776403814","wikidata":"https://www.wikidata.org/wiki/Q27429789","display_name":"Macular degeneration","level":2,"score":0.6107736229896545},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5648095607757568},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.5479358434677124},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.4410132169723511},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41675910353660583},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.414675235748291},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2913028597831726},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05498760938644409},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-658-29267-6_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-29267-6_37","pdf_url":null,"source":{"id":"https://openalex.org/S4210235615","display_name":"Informatik aktuell","issn_l":"1431-472X","issn":["1431-472X","2628-8958"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatik aktuell","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W3011436085"],"related_works":["https://openalex.org/W3041046439","https://openalex.org/W2994531931","https://openalex.org/W4386789577","https://openalex.org/W4360991425","https://openalex.org/W2049145612","https://openalex.org/W4246192989","https://openalex.org/W2992454348","https://openalex.org/W2321279150","https://openalex.org/W1014602304","https://openalex.org/W1033756233"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}