{"id":"https://openalex.org/W2009128342","doi":"https://doi.org/10.1109/isbi.2011.5872498","title":"Splat feature classification: Detection of the presence of large retinal hemorrhages","display_name":"Splat feature classification: Detection of the presence of large retinal hemorrhages","publication_year":2011,"publication_date":"2011-03-01","ids":{"openalex":"https://openalex.org/W2009128342","doi":"https://doi.org/10.1109/isbi.2011.5872498","mag":"2009128342"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2011.5872498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2011.5872498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"},"type":"article","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/A5100725456","display_name":"Li Tang","orcid":"https://orcid.org/0000-0002-2930-0862"},"institutions":[{"id":"https://openalex.org/I2802216851","display_name":"University of Iowa Hospitals and Clinics","ror":"https://ror.org/04g2swc55","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I126307644","https://openalex.org/I2802216851"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Tang","raw_affiliation_strings":["Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, Iowa, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, Iowa, USA","institution_ids":["https://openalex.org/I2802216851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083730823","display_name":"Meindert Niemeijer","orcid":null},"institutions":[{"id":"https://openalex.org/I2802216851","display_name":"University of Iowa Hospitals and Clinics","ror":"https://ror.org/04g2swc55","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I126307644","https://openalex.org/I2802216851"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meindert Niemeijer","raw_affiliation_strings":["Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, Iowa, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, Iowa, USA","institution_ids":["https://openalex.org/I2802216851"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036660665","display_name":"Michael D. Abr\u00e0moff","orcid":"https://orcid.org/0000-0002-3490-0037"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]},{"id":"https://openalex.org/I2802216851","display_name":"University of Iowa Hospitals and Clinics","ror":"https://ror.org/04g2swc55","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I126307644","https://openalex.org/I2802216851"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael D. Abramoff","raw_affiliation_strings":["Department of Veterans Affairs, Center of Excellence for Prevention of Visual Loss and Blindness, Iowa, USA","Electrical and Computer Engineering, University of Iowa, Iowa, USA","Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, Iowa, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Veterans Affairs, Center of Excellence for Prevention of Visual Loss and Blindness, Iowa, USA","institution_ids":[]},{"raw_affiliation_string":"Electrical and Computer Engineering, University of Iowa, Iowa, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, Iowa, USA","institution_ids":["https://openalex.org/I2802216851"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4165,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.87451217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"681","last_page":"684"},"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9987999796867371,"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.9932000041007996,"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/retinal","display_name":"Retinal","score":0.7001183032989502},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.636998176574707},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.5849518179893494},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5835320353507996},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5614851117134094},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5517221093177795},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5260289311408997},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.49996304512023926},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4639577269554138},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.457985520362854},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3493766784667969},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.24996468424797058},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.19010022282600403}],"concepts":[{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.7001183032989502},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.636998176574707},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.5849518179893494},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5835320353507996},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5614851117134094},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5517221093177795},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5260289311408997},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.49996304512023926},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4639577269554138},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.457985520362854},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3493766784667969},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.24996468424797058},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.19010022282600403},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2011.5872498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2011.5872498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1982761740","https://openalex.org/W1984242098","https://openalex.org/W2018593404","https://openalex.org/W2056871061","https://openalex.org/W2060968434","https://openalex.org/W2117089674","https://openalex.org/W2136289855","https://openalex.org/W2136405884","https://openalex.org/W2149373586","https://openalex.org/W2150769593","https://openalex.org/W2169242575","https://openalex.org/W6646445642","https://openalex.org/W6677207211"],"related_works":["https://openalex.org/W2374520121","https://openalex.org/W2085033728","https://openalex.org/W4285411112","https://openalex.org/W2171299904","https://openalex.org/W1647606319","https://openalex.org/W2922442631","https://openalex.org/W4390494008","https://openalex.org/W2053596378","https://openalex.org/W2168523118","https://openalex.org/W2073639911"],"abstract_inverted_index":{"Reliable":[0],"detection":[1,31],"of":[2,11,45,64,75,131],"large":[3,28],"retinal":[4,29],"hemorrhages":[5,30],"is":[6,67],"important":[7],"in":[8],"the":[9,48,96,106,108,114],"development":[10],"automated":[12],"screening":[13],"systems":[14],"which":[15],"can":[16,88],"be":[17],"translated":[18],"into":[19,42],"practice.":[20],"In":[21],"this":[22],"study,":[23],"we":[24],"propose":[25],"a":[26,43,81,123,127,136],"novel":[27],"method":[32],"based":[33],"on":[34,126],"splat":[35,52],"feature":[36],"classification.":[37],"Fundus":[38],"photographs":[39],"are":[40,103],"partitioned":[41],"number":[44],"splats":[46,76,91],"covering":[47],"entire":[49],"image.":[50],"Each":[51],"contains":[53],"pixels":[54],"with":[55],"similar":[56],"color":[57],"and":[58,101,113],"close":[59],"spatial":[60],"location.":[61],"A":[62],"set":[63,129],"distinct":[65],"features":[66],"extracted":[68],"within":[69],"each":[70],"splat.":[71],"By":[72],"learning":[73],"properties":[74],"formed":[77],"from":[78,92,105],"blood":[79,90,97],"vessels,":[80],"classifier":[82],"was":[83,111],"trained":[84],"so":[85],"that":[86],"it":[87],"distinguish":[89],"non-blood":[93],"splats.":[94],"Once":[95],"splats,":[98],"i.e.":[99],"vasculature":[100,110],"hemorrhages,":[102],"separated":[104],"background,":[107],"connected":[109],"removed":[112],"remaining":[115],"objects":[116],"considered":[117],"hemorrhage":[118],"candidates.":[119],"Our":[120],"approach":[121],"had":[122],"satisfactory":[124],"performance":[125],"test":[128],"composed":[130],"1200":[132],"images":[133],"compared":[134],"to":[135],"human":[137],"expert.":[138]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
