{"id":"https://openalex.org/W3108224561","doi":"https://doi.org/10.1007/978-3-030-63419-3_9","title":"Automated Detection of Diabetic Retinopathy from Smartphone Fundus Videos","display_name":"Automated Detection of Diabetic Retinopathy from Smartphone Fundus Videos","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3108224561","doi":"https://doi.org/10.1007/978-3-030-63419-3_9","mag":"3108224561"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-63419-3_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-63419-3_9","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/A5111970421","display_name":"Simon Mueller","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"]},{"id":"https://openalex.org/I2799391451","display_name":"University Hospital Bonn","ror":"https://ror.org/01xnwqx93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799391451"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Simon Mueller","raw_affiliation_strings":["Department of Ophthalmology, University Hospital Bonn, Bonn, Germany","University of Bonn, Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, University Hospital Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I2799391451"]},{"raw_affiliation_string":"University of Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029987552","display_name":"Snezhana Karpova","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":"Snezhana Karpova","raw_affiliation_strings":["University of Bonn, Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"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/I2799391451","display_name":"University Hospital Bonn","ror":"https://ror.org/01xnwqx93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799391451"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maximilian W. M. Wintergerst","raw_affiliation_strings":["Department of Ophthalmology, University Hospital Bonn, Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, University Hospital Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I2799391451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022446067","display_name":"Kaushik Murali","orcid":"https://orcid.org/0000-0002-1385-3227"},"institutions":[{"id":"https://openalex.org/I4210161759","display_name":"Eye Hospital in Bangalore","ror":"https://ror.org/059aer881","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210161759"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kaushik Murali","raw_affiliation_strings":["Sankara Eye Hospital, Bengaluru, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sankara Eye Hospital, Bengaluru, Karnataka, India","institution_ids":["https://openalex.org/I4210161759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061649686","display_name":"Mahesh Shanmugam","orcid":"https://orcid.org/0000-0002-1912-4412"},"institutions":[{"id":"https://openalex.org/I4210161759","display_name":"Eye Hospital in Bangalore","ror":"https://ror.org/059aer881","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210161759"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mahesh P. Shanmugam","raw_affiliation_strings":["Sankara Eye Hospital, Bengaluru, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sankara Eye Hospital, Bengaluru, Karnataka, India","institution_ids":["https://openalex.org/I4210161759"]}]},{"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/I2799391451","display_name":"University Hospital Bonn","ror":"https://ror.org/01xnwqx93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799391451"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robert P. Finger","raw_affiliation_strings":["Department of Ophthalmology, University Hospital Bonn, Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, University Hospital Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I2799391451"]}]},{"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":["University of Bonn, Bonn, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1200-7248","affiliations":[{"raw_affiliation_string":"University of Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5111970421"],"corresponding_institution_ids":["https://openalex.org/I135140700","https://openalex.org/I2799391451"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.3339,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.89799809,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"83","last_page":"92"},"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":0.9965000152587891,"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":0.9926000237464905,"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":0.8428223133087158},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.820776104927063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7046501636505127},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.686410665512085},{"id":"https://openalex.org/keywords/hough-transform","display_name":"Hough transform","score":0.6343276500701904},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6332569718360901},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6113459467887878},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5078087449073792},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2747255563735962},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.1368178427219391},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.12458214163780212},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12362056970596313}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8428223133087158},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.820776104927063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7046501636505127},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.686410665512085},{"id":"https://openalex.org/C200518788","wikidata":"https://www.wikidata.org/wiki/Q195076","display_name":"Hough transform","level":3,"score":0.6343276500701904},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6332569718360901},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6113459467887878},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5078087449073792},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2747255563735962},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.1368178427219391},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.12458214163780212},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12362056970596313},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-63419-3_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-63419-3_9","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":[{"display_name":"No poverty","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2004491626","https://openalex.org/W2016053056","https://openalex.org/W2059432853","https://openalex.org/W2117539524","https://openalex.org/W2126326837","https://openalex.org/W2163605009","https://openalex.org/W2298121077","https://openalex.org/W2346802120","https://openalex.org/W2557738935","https://openalex.org/W2734776109","https://openalex.org/W2785934082","https://openalex.org/W2789360655","https://openalex.org/W2887280559","https://openalex.org/W2888424632","https://openalex.org/W2900384038","https://openalex.org/W2964121744","https://openalex.org/W3029663394"],"related_works":["https://openalex.org/W1980571360","https://openalex.org/W3176448898","https://openalex.org/W4379115808","https://openalex.org/W3207986206","https://openalex.org/W2429379476","https://openalex.org/W1979866946","https://openalex.org/W4226141369","https://openalex.org/W3081392993","https://openalex.org/W2413307231","https://openalex.org/W4361800274"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-20T23:13:51.555489","created_date":"2025-10-10T00:00:00"}