{"id":"https://openalex.org/W2073052915","doi":"https://doi.org/10.1109/embc.2012.6346223","title":"Computational methods for objective assessment of conjunctival vascularity","display_name":"Computational methods for objective assessment of conjunctival vascularity","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2073052915","doi":"https://doi.org/10.1109/embc.2012.6346223","mag":"2073052915","pmid":"https://pubmed.ncbi.nlm.nih.gov/23366184"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2012.6346223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6346223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"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/A5067923262","display_name":"Reza Derakhshani","orcid":"https://orcid.org/0000-0001-7499-4384"},"institutions":[{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Derakhshani","raw_affiliation_strings":["Department of Computer Science Electrical Engineering, University of Missouri at Kansas City, Kansas City, MO 64110-2499, USA. reza@umkc.edu","Department of Computer Science Electrical Engineering, University of Missouri at Kansas City, 64110-2499, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Electrical Engineering, University of Missouri at Kansas City, Kansas City, MO 64110-2499, USA. reza@umkc.edu","institution_ids":["https://openalex.org/I75421653"]},{"raw_affiliation_string":"Department of Computer Science Electrical Engineering, University of Missouri at Kansas City, 64110-2499, USA","institution_ids":["https://openalex.org/I75421653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111814874","display_name":"Suryanarayanaraju Saripalle","orcid":null},"institutions":[{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. K. Saripalle","raw_affiliation_strings":["Department of Computer Science Electrical Engineering, University of Missouri, Kansas City, Kansas City, MO, USA","Department of Computer Science Electrical Engineering, University of Missouri at Kansas City, 64110-2499, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Electrical Engineering, University of Missouri, Kansas City, Kansas City, MO, USA","institution_ids":["https://openalex.org/I75421653"]},{"raw_affiliation_string":"Department of Computer Science Electrical Engineering, University of Missouri at Kansas City, 64110-2499, USA","institution_ids":["https://openalex.org/I75421653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025227249","display_name":"Plamen Doynov","orcid":null},"institutions":[{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P. Doynov","raw_affiliation_strings":["Department of Computer Science Electrical Engineering, University of Missouri, Kansas City, Kansas City, MO, USA","Department of Computer Science Electrical Engineering, University of Missouri at Kansas City, 64110-2499, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Electrical Engineering, University of Missouri, Kansas City, Kansas City, MO, USA","institution_ids":["https://openalex.org/I75421653"]},{"raw_affiliation_string":"Department of Computer Science Electrical Engineering, University of Missouri at Kansas City, 64110-2499, USA","institution_ids":["https://openalex.org/I75421653"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I75421653"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"213","issue":null,"first_page":"1490","last_page":"1493"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10997","display_name":"Ocular Surface and Contact Lens","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T10997","display_name":"Ocular Surface and Contact Lens","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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":0.9918000102043152,"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/T10563","display_name":"Corneal surgery and disorders","score":0.9829999804496765,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/vascularity","display_name":"Vascularity","score":0.896800696849823},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.584604024887085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5442091226577759},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.5178125500679016},{"id":"https://openalex.org/keywords/conjunctiva","display_name":"Conjunctiva","score":0.5051079392433167},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.4737547039985657},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4487624168395996},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3254874646663666},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32421451807022095},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30033400654792786},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.24351701140403748},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.20000699162483215},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.17553365230560303}],"concepts":[{"id":"https://openalex.org/C178596483","wikidata":"https://www.wikidata.org/wiki/Q7916472","display_name":"Vascularity","level":2,"score":0.896800696849823},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.584604024887085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5442091226577759},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.5178125500679016},{"id":"https://openalex.org/C2775984611","wikidata":"https://www.wikidata.org/wiki/Q273554","display_name":"Conjunctiva","level":2,"score":0.5051079392433167},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.4737547039985657},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4487624168395996},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3254874646663666},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32421451807022095},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30033400654792786},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24351701140403748},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.20000699162483215},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.17553365230560303}],"mesh":[{"descriptor_ui":"D003228","descriptor_name":"Conjunctiva","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":false},{"descriptor_ui":"D003228","descriptor_name":"Conjunctiva","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":false},{"descriptor_ui":"D003228","descriptor_name":"Conjunctiva","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":false},{"descriptor_ui":"D003228","descriptor_name":"Conjunctiva","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D003228","descriptor_name":"Conjunctiva","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D003228","descriptor_name":"Conjunctiva","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010781","descriptor_name":"Photography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010781","descriptor_name":"Photography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010781","descriptor_name":"Photography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012590","descriptor_name":"Sclera","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D012590","descriptor_name":"Sclera","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D012590","descriptor_name":"Sclera","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2012.6346223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6346223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:23366184","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23366184","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1533162639","https://openalex.org/W1535217604","https://openalex.org/W1569512666","https://openalex.org/W1601795611","https://openalex.org/W1663973292","https://openalex.org/W1974821667","https://openalex.org/W2015787826","https://openalex.org/W2024125707","https://openalex.org/W2053920035","https://openalex.org/W2055602602","https://openalex.org/W2072618923","https://openalex.org/W2100143326","https://openalex.org/W4210868532","https://openalex.org/W6632204168","https://openalex.org/W6674968612"],"related_works":["https://openalex.org/W1953262712","https://openalex.org/W2405357586","https://openalex.org/W2341860936","https://openalex.org/W2076074373","https://openalex.org/W3171118353","https://openalex.org/W2395530652","https://openalex.org/W1960046268","https://openalex.org/W4252756608","https://openalex.org/W2015762540","https://openalex.org/W2073340904"],"abstract_inverted_index":{"Assessment":[0],"of":[1,3,13,23,33,48,60],"vascularity":[2,35],"conjunctiva":[4],"has":[5],"many":[6],"diagnostic":[7],"and":[8,19,53],"prognostic":[9],"applications,":[10],"thus":[11],"creation":[12],"computational":[14],"methods":[15,30],"for":[16,31],"its":[17],"fast":[18],"objective":[20],"assessment":[21],"is":[22],"importance.":[24],"Here":[25],"we":[26],"provide":[27],"two":[28],"different":[29],"estimation":[32],"conjunctiva's":[34],"from":[36],"color":[37],"digital":[38],"images,":[39],"with":[40],"our":[41],"best":[42],"results":[43],"showing":[44],"a":[45,58],"correlation":[46],"coefficient":[47],"0.89":[49],"between":[50],"the":[51],"predicted":[52],"ground":[54],"truth":[55],"values":[56],"using":[57],"committee":[59],"artificial":[61],"neural":[62],"networks.":[63]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}