{"id":"https://openalex.org/W2759454618","doi":"https://doi.org/10.15439/2017f54","title":"Corneal Endothelium Image Segmentation Using Feedforward Neural Network","display_name":"Corneal Endothelium Image Segmentation Using Feedforward Neural Network","publication_year":2017,"publication_date":"2017-09-24","ids":{"openalex":"https://openalex.org/W2759454618","doi":"https://doi.org/10.15439/2017f54","mag":"2759454618"},"language":"en","primary_location":{"id":"doi:10.15439/2017f54","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2017f54","pdf_url":"https://annals-csis.org/proceedings/2017/drp/pdf/54.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2017/drp/pdf/54.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039149575","display_name":"Anna Fabija\u0144ska","orcid":"https://orcid.org/0000-0002-0249-7247"},"institutions":[{"id":"https://openalex.org/I188884621","display_name":"Lodz University of Technology","ror":"https://ror.org/00s8fpf52","country_code":"PL","type":"education","lineage":["https://openalex.org/I188884621"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Anna Fabija\u0144ska","raw_affiliation_strings":["Institute of Applied Computer Science Lodz University of Technology ul. Stefanowskiego 18/22, 90-924 Lodz, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Applied Computer Science Lodz University of Technology ul. Stefanowskiego 18/22, 90-924 Lodz, Poland","institution_ids":["https://openalex.org/I188884621"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039149575"],"corresponding_institution_ids":["https://openalex.org/I188884621"],"apc_list":null,"apc_paid":null,"fwci":6.3178,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.97687861,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"629","last_page":"637"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9976999759674072,"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":0.9976999759674072,"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/T10563","display_name":"Corneal surgery and disorders","score":0.9966999888420105,"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.980400025844574,"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":0.6655498147010803},{"id":"https://openalex.org/keywords/corneal-endothelium","display_name":"Corneal endothelium","score":0.6650475859642029},{"id":"https://openalex.org/keywords/feedforward-neural-network","display_name":"Feedforward neural network","score":0.6596674919128418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6157222986221313},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5740571618080139},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5559760928153992},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5424045920372009},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.49609455466270447},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4911908805370331},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.1634099781513214},{"id":"https://openalex.org/keywords/cornea","display_name":"Cornea","score":0.13756516575813293},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1289084553718567},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07906532287597656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6655498147010803},{"id":"https://openalex.org/C2775901793","wikidata":"https://www.wikidata.org/wiki/Q1189806","display_name":"Corneal endothelium","level":3,"score":0.6650475859642029},{"id":"https://openalex.org/C47702885","wikidata":"https://www.wikidata.org/wiki/Q5441227","display_name":"Feedforward neural network","level":3,"score":0.6596674919128418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6157222986221313},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5740571618080139},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5559760928153992},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5424045920372009},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.49609455466270447},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4911908805370331},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.1634099781513214},{"id":"https://openalex.org/C2776882836","wikidata":"https://www.wikidata.org/wiki/Q168291","display_name":"Cornea","level":2,"score":0.13756516575813293},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1289084553718567},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07906532287597656},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.15439/2017f54","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2017f54","pdf_url":"https://annals-csis.org/proceedings/2017/drp/pdf/54.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.15439/2017f54","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2017f54","pdf_url":"https://annals-csis.org/proceedings/2017/drp/pdf/54.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324664","display_name":"Akademia G\u00f3rniczo-Hutnicza im. Stanislawa Staszica","ror":"https://ror.org/00bas1c41"},{"id":"https://openalex.org/F4320326090","display_name":"Politechnika L\u00f3dzka","ror":"https://ror.org/00s8fpf52"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2759454618.pdf","grobid_xml":"https://content.openalex.org/works/W2759454618.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W589627846","https://openalex.org/W1175423234","https://openalex.org/W1468165487","https://openalex.org/W1739782808","https://openalex.org/W1963844593","https://openalex.org/W1976735775","https://openalex.org/W1990416505","https://openalex.org/W1990707665","https://openalex.org/W1995578026","https://openalex.org/W2038590892","https://openalex.org/W2058923861","https://openalex.org/W2086843392","https://openalex.org/W2087070363","https://openalex.org/W2117925520","https://openalex.org/W2129534965","https://openalex.org/W2136595407","https://openalex.org/W2142078039","https://openalex.org/W2171859274","https://openalex.org/W2344908511","https://openalex.org/W2346621484","https://openalex.org/W2421619057","https://openalex.org/W2509433202","https://openalex.org/W6617326135","https://openalex.org/W6679367408"],"related_works":["https://openalex.org/W2517104666","https://openalex.org/W4386132124","https://openalex.org/W2005437358","https://openalex.org/W2258992572","https://openalex.org/W1669643531","https://openalex.org/W2008656436","https://openalex.org/W2134924024","https://openalex.org/W2023558673","https://openalex.org/W2359410228","https://openalex.org/W2110230079"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"the":[3,50,60,79,92,96,114,129,132,146,165],"problem":[4],"of":[5,20,33,78,95,108,112,122,131,157],"corneal":[6,21,123],"endothelium":[7,124],"image":[8],"segmentation":[9,137],"is":[10,24,62,161,172],"considered.":[11],"Particularly,":[12],"a":[13,38,173],"fully":[14],"automatic":[15],"approach":[16,27,116,148],"for":[17],"delineating":[18],"contours":[19],"endothelial":[22],"cells":[23],"proposed.":[25],"The":[26,53,110,152],"produces":[28],"one":[29,178],"pixel":[30,179],"width":[31,180],"outline":[32],"cells.":[34,109],"It":[35],"bases":[36],"on":[37],"simple":[39],"feedforward":[40],"neural":[41],"network":[42,61,80],"trained":[43],"to":[44,49,74,104,117],"recognize":[45],"pixels":[46],"which":[47,171],"belong":[48],"cell":[51,87,158],"borders.":[52],"edge":[54],"probability":[55],"(edginess)":[56],"map":[57],"output":[58],"by":[59,66,70],"next":[63],"analysed":[64],"row":[65,67],"and":[68,90,140],"column":[69,71],"in":[72,91],"order":[73],"find":[75],"local":[76],"peaks":[77,83],"response.":[81],"These":[82],"are":[84,102,138,182],"considered":[85],"as":[86,126,128],"border":[88],"candidates":[89],"last":[93],"step":[94],"method":[97,133],"via":[98],"binary":[99],"morphological":[100],"processing":[101],"linked":[103],"create":[105],"continuous":[106],"outlines":[107],"results":[111,143],"applying":[113],"proposed":[115,147],"publicity":[118],"available":[119],"data":[120],"set":[121],"images":[125],"well":[127],"assessment":[130],"against":[134],"ground":[135],"truth":[136],"presented":[139],"discussed.":[141],"Obtained":[142],"show,":[144],"that":[145],"performs":[149],"very":[150],"well.":[151],"resulting":[153],"mean":[154],"absolute":[155],"error":[156],"number":[159],"determination":[160],"around":[162],"5%":[163],"while":[164],"average":[166],"DICE":[167],"measure":[168],"reaches":[169],"0.83":[170],"good":[174],"result,":[175],"especially":[176],"when":[177],"objects":[181],"compared.":[183]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":8}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
