{"id":"https://openalex.org/W1571891713","doi":"https://doi.org/10.1109/isbi.2015.7163853","title":"A field of experts model for optic cup and disc segmentation from retinal fundus images","display_name":"A field of experts model for optic cup and disc segmentation from retinal fundus images","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1571891713","doi":"https://doi.org/10.1109/isbi.2015.7163853","mag":"1571891713"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2015.7163853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2015.7163853","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5078933997","display_name":"Dwarikanath Mahapatra","orcid":"https://orcid.org/0000-0001-9749-7858"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Dwarikanath Mahapatra","raw_affiliation_strings":["Department of Computer Science, ETH Zurich, Switzerland","Department of Computer Science ETH Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Department of Computer Science ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038199211","display_name":"Joachim M. Buhmann","orcid":"https://orcid.org/0000-0002-6613-7101"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Joachim M. Buhmann","raw_affiliation_strings":["Department of Computer Science, ETH Zurich, Switzerland","Department of Computer Science ETH Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Department of Computer Science ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":5.481,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.96085741,"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":"218","last_page":"221"},"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":0.9894000291824341,"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":0.982200026512146,"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/optic-disc","display_name":"Optic disc","score":0.7010315656661987},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6671048998832703},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6499670743942261},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.640386164188385},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.6318860650062561},{"id":"https://openalex.org/keywords/optic-cup","display_name":"Optic cup (embryology)","score":0.527242124080658},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5134285688400269},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4963527321815491},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4792628288269043},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.431729257106781},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.1353369653224945}],"concepts":[{"id":"https://openalex.org/C2779735895","wikidata":"https://www.wikidata.org/wiki/Q16873995","display_name":"Optic disc","level":3,"score":0.7010315656661987},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6671048998832703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6499670743942261},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.640386164188385},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.6318860650062561},{"id":"https://openalex.org/C96021297","wikidata":"https://www.wikidata.org/wiki/Q7098791","display_name":"Optic cup (embryology)","level":5,"score":0.527242124080658},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5134285688400269},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4963527321815491},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4792628288269043},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.431729257106781},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.1353369653224945},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0},{"id":"https://openalex.org/C114696181","wikidata":"https://www.wikidata.org/wiki/Q5422650","display_name":"Eye development","level":4,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2015.7163853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2015.7163853","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1997259062","https://openalex.org/W2001992768","https://openalex.org/W2045390724","https://openalex.org/W2049855756","https://openalex.org/W2060346677","https://openalex.org/W2062704867","https://openalex.org/W2069330237","https://openalex.org/W2081178133","https://openalex.org/W2104324599","https://openalex.org/W2108824200","https://openalex.org/W2131686571","https://openalex.org/W2158717601","https://openalex.org/W2159395868","https://openalex.org/W2165952271","https://openalex.org/W2211483859","https://openalex.org/W2406979340","https://openalex.org/W4241028886","https://openalex.org/W4285719527","https://openalex.org/W6667926941","https://openalex.org/W6688219683","https://openalex.org/W6713954317"],"related_works":["https://openalex.org/W2784066334","https://openalex.org/W2779576471","https://openalex.org/W4319934953","https://openalex.org/W2177654152","https://openalex.org/W2301440315","https://openalex.org/W2531866780","https://openalex.org/W4313270309","https://openalex.org/W3131680944","https://openalex.org/W2081178133","https://openalex.org/W4319777531"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,21,48],"Field":[3],"of":[4,24,34],"Experts":[5],"(FoE)":[6],"model":[7,23],"to":[8],"segment":[9],"the":[10,25,32,58,64],"optic":[11],"cup":[12,26,65],"and":[13,27,61,66],"disc":[14],"from":[15],"retinal":[16],"fundus":[17],"images.":[18],"FoE":[19,42],"learns":[20],"prior":[22],"neuro-retinal":[28],"rim":[29],"region":[30],"in":[31],"form":[33],"filters,":[35],"without":[36],"relying":[37],"on":[38],"hand":[39],"crafted":[40],"features.":[41],"filter":[43],"responses":[44],"are":[45],"integrated":[46],"into":[47],"Random":[49],"forest":[50],"(RF)":[51],"classifier":[52],"that":[53],"outputs":[54],"probability":[55],"maps":[56],"for":[57],"test":[59],"image":[60],"finally":[62],"segments":[63],"rim.":[67],"Experimental":[68],"results":[69],"show":[70],"our":[71],"method":[72],"achieves":[73],"significantly":[74],"better":[75],"performance":[76],"than":[77],"current":[78],"state-of-the-art.":[79]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
