{"id":"https://openalex.org/W2754699981","doi":"https://doi.org/10.1007/978-3-319-67558-9_8","title":"CNNs Enable Accurate and Fast Segmentation of Drusen in Optical Coherence Tomography","display_name":"CNNs Enable Accurate and Fast Segmentation of Drusen in Optical Coherence Tomography","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2754699981","doi":"https://doi.org/10.1007/978-3-319-67558-9_8","mag":"2754699981"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-67558-9_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67558-9_8","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":"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/A5068791240","display_name":"Shekoufeh Gorgi Zadeh","orcid":"https://orcid.org/0000-0002-3314-2262"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Shekoufeh Gorgi Zadeh","raw_affiliation_strings":["Department of Computer Science, University of Bonn, Bonn, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081877981","display_name":"Maximilian W. M. Wintergerst","orcid":"https://orcid.org/0000-0002-2766-7038"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maximilian W. M. Wintergerst","raw_affiliation_strings":["Department of Ophthalmology, University of Bonn, Bonn, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, University of Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078588110","display_name":"Vitalis Wiens","orcid":null},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vitalis Wiens","raw_affiliation_strings":["Department of Computer Science, University of Bonn, Bonn, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054706794","display_name":"Sarah Thiele","orcid":"https://orcid.org/0000-0002-1123-6700"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sarah Thiele","raw_affiliation_strings":["Department of Ophthalmology, University of Bonn, Bonn, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, University of Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016922490","display_name":"Frank G. Holz","orcid":"https://orcid.org/0000-0001-8019-9272"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frank G. Holz","raw_affiliation_strings":["Department of Ophthalmology, University of Bonn, Bonn, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, University of Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073703088","display_name":"Robert P. Finger","orcid":"https://orcid.org/0000-0003-4253-7597"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robert P. Finger","raw_affiliation_strings":["Department of Ophthalmology, University of Bonn, Bonn, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, University of Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086461942","display_name":"Thomas Schultz","orcid":"https://orcid.org/0000-0002-1200-7248"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Schultz","raw_affiliation_strings":["Department of Computer Science, University of Bonn, Bonn, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5068791240"],"corresponding_institution_ids":["https://openalex.org/I135140700"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":8.5951,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.97849462,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"73"},"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":0.9995999932289124,"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.9950000047683716,"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":0.8490804433822632},{"id":"https://openalex.org/keywords/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.8035328388214111},{"id":"https://openalex.org/keywords/drusen","display_name":"Drusen","score":0.7862997055053711},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5903710126876831},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5857883095741272},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.544601559638977},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.495731920003891},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3681030869483948},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.22718524932861328},{"id":"https://openalex.org/keywords/retina","display_name":"Retina","score":0.10615450143814087},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06346166133880615}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8490804433822632},{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.8035328388214111},{"id":"https://openalex.org/C2779093074","wikidata":"https://www.wikidata.org/wiki/Q1140528","display_name":"Drusen","level":3,"score":0.7862997055053711},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5903710126876831},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5857883095741272},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.544601559638977},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.495731920003891},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3681030869483948},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.22718524932861328},{"id":"https://openalex.org/C2777093970","wikidata":"https://www.wikidata.org/wiki/Q169342","display_name":"Retina","level":2,"score":0.10615450143814087},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06346166133880615},{"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:10.1007/978-3-319-67558-9_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67558-9_8","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2000015918","https://openalex.org/W2031050106","https://openalex.org/W2060040689","https://openalex.org/W2071041097","https://openalex.org/W2100756624","https://openalex.org/W2115773920","https://openalex.org/W2155893237","https://openalex.org/W2322965718","https://openalex.org/W2419567020","https://openalex.org/W2475095287","https://openalex.org/W2589074029","https://openalex.org/W2737169914","https://openalex.org/W2741546298","https://openalex.org/W2949117887","https://openalex.org/W4256101427","https://openalex.org/W6679338098"],"related_works":["https://openalex.org/W2969588181","https://openalex.org/W3032278006","https://openalex.org/W2346937987","https://openalex.org/W2418347459","https://openalex.org/W1811444294","https://openalex.org/W2115534225","https://openalex.org/W1964153383","https://openalex.org/W2994515944","https://openalex.org/W2156993091","https://openalex.org/W2982311317"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}