{"id":"https://openalex.org/W3201726753","doi":"https://doi.org/10.1007/978-3-030-87199-4_45","title":"Interpretable Gender Classification from\u00a0Retinal Fundus Images Using BagNets","display_name":"Interpretable Gender Classification from\u00a0Retinal Fundus Images Using BagNets","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3201726753","doi":"https://doi.org/10.1007/978-3-030-87199-4_45","mag":"3201726753"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-87199-4_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87199-4_45","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":true,"oa_status":"green","oa_url":"https://zenodo.org/record/7253949","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028338562","display_name":"Indu Ilanchezian","orcid":null},"institutions":[{"id":"https://openalex.org/I4401726832","display_name":"T\u00fcbingen AI Center","ror":"https://ror.org/0107nyd78","country_code":null,"type":"education","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210135521","https://openalex.org/I4401726832","https://openalex.org/I8087733"]},{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Indu Ilanchezian","raw_affiliation_strings":["Institute for Ophthalmic Research, T\u00fcbingen, Germany","T\u00fcbingen AI Center, T\u00fcbingen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Ophthalmic Research, T\u00fcbingen, Germany","institution_ids":[]},{"raw_affiliation_string":"T\u00fcbingen AI Center, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934","https://openalex.org/I4401726832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045223218","display_name":"Dmitry Kobak","orcid":"https://orcid.org/0000-0002-5639-7209"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dmitry Kobak","raw_affiliation_strings":["Institute for Ophthalmic Research, T\u00fcbingen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Ophthalmic Research, T\u00fcbingen, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037330701","display_name":"Hanna Faber","orcid":"https://orcid.org/0000-0002-7864-7264"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]},{"id":"https://openalex.org/I4210145878","display_name":"STZ eyetrial","ror":"https://ror.org/049sttw47","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210145878"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hanna Faber","raw_affiliation_strings":["University Eye Clinic, University of T\u00fcbingen, T\u00fcbingen, Germany"],"affiliations":[{"raw_affiliation_string":"University Eye Clinic, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210145878","https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069429479","display_name":"Focke Ziemssen","orcid":"https://orcid.org/0000-0002-3873-0581"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]},{"id":"https://openalex.org/I4210145878","display_name":"STZ eyetrial","ror":"https://ror.org/049sttw47","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210145878"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Focke Ziemssen","raw_affiliation_strings":["University Eye Clinic, University of T\u00fcbingen, T\u00fcbingen, Germany"],"affiliations":[{"raw_affiliation_string":"University Eye Clinic, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210145878","https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043130208","display_name":"Philipp Berens","orcid":"https://orcid.org/0000-0002-0199-4727"},"institutions":[{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]},{"id":"https://openalex.org/I4401726832","display_name":"T\u00fcbingen AI Center","ror":"https://ror.org/0107nyd78","country_code":null,"type":"education","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210135521","https://openalex.org/I4401726832","https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp Berens","raw_affiliation_strings":["Institute for Ophthalmic Research, T\u00fcbingen, Germany","T\u00fcbingen AI Center, T\u00fcbingen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Ophthalmic Research, T\u00fcbingen, Germany","institution_ids":[]},{"raw_affiliation_string":"T\u00fcbingen AI Center, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934","https://openalex.org/I4401726832"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039273153","display_name":"Murat Se\u00e7kin Ayhan","orcid":"https://orcid.org/0000-0002-3184-2353"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Murat Se\u00e7kin Ayhan","raw_affiliation_strings":["Institute for Ophthalmic Research, T\u00fcbingen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Ophthalmic Research, T\u00fcbingen, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5028338562"],"corresponding_institution_ids":["https://openalex.org/I4210133934","https://openalex.org/I4401726832"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.3027,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.97260274,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"477","last_page":"487"},"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/T12599","display_name":"Retinal and Optic Conditions","score":0.9955999851226807,"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":0.9799000024795532,"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/computer-science","display_name":"Computer science","score":0.7846990823745728},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.6641203165054321},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5707662105560303},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4539293646812439},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4322269856929779},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.4318960905075073},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3837337791919708},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.32353997230529785},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.24723821878433228},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.17321321368217468},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.044982582330703735}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7846990823745728},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.6641203165054321},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5707662105560303},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4539293646812439},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4322269856929779},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.4318960905075073},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3837337791919708},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.32353997230529785},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.24723821878433228},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.17321321368217468},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.044982582330703735}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-87199-4_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87199-4_45","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"},{"id":"pmh:oai:zenodo.org:7253949","is_oa":true,"landing_page_url":"https://zenodo.org/record/7253949","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:7253949","is_oa":true,"landing_page_url":"https://zenodo.org/record/7253949","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"display_name":"Gender equality","score":0.6899999976158142,"id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2010453646","https://openalex.org/W2082704080","https://openalex.org/W2117539524","https://openalex.org/W2183341477","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2557738935","https://openalex.org/W2581082771","https://openalex.org/W2657631929","https://openalex.org/W2752747624","https://openalex.org/W2777699329","https://openalex.org/W2783836469","https://openalex.org/W2886281300","https://openalex.org/W2912612061","https://openalex.org/W2952337489","https://openalex.org/W2976387010","https://openalex.org/W2989747508","https://openalex.org/W2990890155","https://openalex.org/W2991542819","https://openalex.org/W2998175747","https://openalex.org/W3002091541","https://openalex.org/W3007464329","https://openalex.org/W3028394061","https://openalex.org/W3033416101","https://openalex.org/W3103928039","https://openalex.org/W3105146463","https://openalex.org/W3117911935","https://openalex.org/W3160628992"],"related_works":["https://openalex.org/W2374520121","https://openalex.org/W4387265590","https://openalex.org/W2394034517","https://openalex.org/W1995904975","https://openalex.org/W2364945429","https://openalex.org/W4388037085","https://openalex.org/W3032712071","https://openalex.org/W4389019322","https://openalex.org/W3044879582","https://openalex.org/W2546503577"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
