{"id":"https://openalex.org/W3002388588","doi":"https://doi.org/10.1007/978-3-030-39343-4_42","title":"DAISY Descriptors Combined with Deep Learning to Diagnose Retinal Disease from High Resolution 2D OCT Images","display_name":"DAISY Descriptors Combined with Deep Learning to Diagnose Retinal Disease from High Resolution 2D OCT Images","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3002388588","doi":"https://doi.org/10.1007/978-3-030-39343-4_42","mag":"3002388588"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-39343-4_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-39343-4_42","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5012655807","display_name":"Joshua Bridge","orcid":"https://orcid.org/0000-0001-8798-4134"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Joshua Bridge","raw_affiliation_strings":["Department of Eye and Vision Science, University of Liverpool, Liverpool, L7 8TX, UK"],"affiliations":[{"raw_affiliation_string":"Department of Eye and Vision Science, University of Liverpool, Liverpool, L7 8TX, UK","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072357388","display_name":"Simon Harding","orcid":"https://orcid.org/0000-0003-4676-1158"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Simon P. Harding","raw_affiliation_strings":["Department of Eye and Vision Science, University of Liverpool, Liverpool, L7 8TX, UK"],"affiliations":[{"raw_affiliation_string":"Department of Eye and Vision Science, University of Liverpool, Liverpool, L7 8TX, UK","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081186911","display_name":"Yalin Zheng","orcid":"https://orcid.org/0000-0002-7873-0922"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yalin Zheng","raw_affiliation_strings":["Department of Eye and Vision Science, University of Liverpool, Liverpool, L7 8TX, UK","University of Liverpool, Liverpool, UK"],"affiliations":[{"raw_affiliation_string":"Department of Eye and Vision Science, University of Liverpool, Liverpool, L7 8TX, UK","institution_ids":["https://openalex.org/I146655781"]},{"raw_affiliation_string":"University of Liverpool, Liverpool, UK","institution_ids":["https://openalex.org/I146655781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012655807"],"corresponding_institution_ids":["https://openalex.org/I146655781"],"apc_list":null,"apc_paid":null,"fwci":0.9346,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75669643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"489","last_page":"496"},"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.9973999857902527,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/upsampling","display_name":"Upsampling","score":0.934252142906189},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7294038534164429},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6902084350585938},{"id":"https://openalex.org/keywords/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.6082057356834412},{"id":"https://openalex.org/keywords/drusen","display_name":"Drusen","score":0.5816943645477295},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4790026843547821},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46482399106025696},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45473936200141907},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45446720719337463},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.41652336716651917},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.3762293756008148},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2917376160621643},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.190832257270813},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.18530908226966858},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.135560542345047},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09441769123077393}],"concepts":[{"id":"https://openalex.org/C110384440","wikidata":"https://www.wikidata.org/wiki/Q1143270","display_name":"Upsampling","level":3,"score":0.934252142906189},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7294038534164429},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6902084350585938},{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.6082057356834412},{"id":"https://openalex.org/C2779093074","wikidata":"https://www.wikidata.org/wiki/Q1140528","display_name":"Drusen","level":3,"score":0.5816943645477295},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4790026843547821},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46482399106025696},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45473936200141907},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45446720719337463},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.41652336716651917},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.3762293756008148},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2917376160621643},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.190832257270813},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.18530908226966858},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.135560542345047},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09441769123077393}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-39343-4_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-39343-4_42","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1499617936","https://openalex.org/W1924770834","https://openalex.org/W2034420818","https://openalex.org/W2087681061","https://openalex.org/W2104853049","https://openalex.org/W2108341916","https://openalex.org/W2117897510","https://openalex.org/W2132240543","https://openalex.org/W2151638304","https://openalex.org/W2157331557","https://openalex.org/W2474842334","https://openalex.org/W2788633781","https://openalex.org/W2886281300","https://openalex.org/W4211060139"],"related_works":["https://openalex.org/W2062399876","https://openalex.org/W2969588181","https://openalex.org/W3032278006","https://openalex.org/W2418347459","https://openalex.org/W2115534225","https://openalex.org/W1964153383","https://openalex.org/W2994515944","https://openalex.org/W1811444294","https://openalex.org/W2156993091","https://openalex.org/W2982311317"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}