{"id":"https://openalex.org/W2014291898","doi":"https://doi.org/10.1109/bhi.2012.6211625","title":"Nailfold capillaroscopy pattern recognition using texture analysis","display_name":"Nailfold capillaroscopy pattern recognition using texture analysis","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2014291898","doi":"https://doi.org/10.1109/bhi.2012.6211625","mag":"2014291898"},"language":"en","primary_location":{"id":"doi:10.1109/bhi.2012.6211625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2012.6211625","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics","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/A5026723956","display_name":"Niraj P. Doshi","orcid":null},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"N. P. Doshi","raw_affiliation_strings":["Department of Computer Science, Loughborough University, UK","[Department of Computer Science, Loughborough University, U.K.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Loughborough University, UK","institution_ids":["https://openalex.org/I143804889"]},{"raw_affiliation_string":"[Department of Computer Science, Loughborough University, U.K.]","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105462955","display_name":"Gerald Schaefer","orcid":"https://orcid.org/0000-0003-1292-7674"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"G. Schaefer","raw_affiliation_strings":["Department of Computer Science, Loughborough University, UK","[Department of Computer Science, Loughborough University, U.K.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Loughborough University, UK","institution_ids":["https://openalex.org/I143804889"]},{"raw_affiliation_string":"[Department of Computer Science, Loughborough University, U.K.]","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048870996","display_name":"Arcangelo Merla","orcid":"https://orcid.org/0000-0003-1111-6255"},"institutions":[{"id":"https://openalex.org/I39387349","display_name":"University of Chieti-Pescara","ror":"https://ror.org/00qjgza05","country_code":"IT","type":"education","lineage":["https://openalex.org/I39387349"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Merla","raw_affiliation_strings":["Institute of Advanced Biomedical Technologies, Department of Neurosciences and Imaging, University of Chieti-Pescara, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Advanced Biomedical Technologies, Department of Neurosciences and Imaging, University of Chieti-Pescara, Italy","institution_ids":["https://openalex.org/I39387349"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"491","last_page":"494"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11330","display_name":"Systemic Sclerosis and Related Diseases","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/T11330","display_name":"Systemic Sclerosis and Related Diseases","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/T11172","display_name":"Dermatologic Treatments and Research","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/2708","display_name":"Dermatology"},"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/T12433","display_name":"Skin Diseases and Diabetes","score":0.9729999899864197,"subfield":{"id":"https://openalex.org/subfields/2708","display_name":"Dermatology"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.719404399394989},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.637168824672699},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6188366413116455},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5828991532325745},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.5177078247070312},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.45721104741096497},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.4107973873615265},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3547925651073456}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.719404399394989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.637168824672699},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6188366413116455},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5828991532325745},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.5177078247070312},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.45721104741096497},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.4107973873615265},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3547925651073456},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bhi.2012.6211625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2012.6211625","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W88991300","https://openalex.org/W1533198840","https://openalex.org/W1966827824","https://openalex.org/W1970128744","https://openalex.org/W1972458878","https://openalex.org/W1985636418","https://openalex.org/W2038862001","https://openalex.org/W2039051707","https://openalex.org/W2041435188","https://openalex.org/W2050171436","https://openalex.org/W2054760975","https://openalex.org/W2058666720","https://openalex.org/W2083997445","https://openalex.org/W2098048856","https://openalex.org/W2105493742","https://openalex.org/W2119821739","https://openalex.org/W2138288855","https://openalex.org/W2142180498","https://openalex.org/W2153635508","https://openalex.org/W2163352848","https://openalex.org/W2164584760","https://openalex.org/W2172000360","https://openalex.org/W2294108533","https://openalex.org/W2443555896","https://openalex.org/W4236373880","https://openalex.org/W4239510810","https://openalex.org/W6603643783","https://openalex.org/W6642578919","https://openalex.org/W6671342078","https://openalex.org/W6680178440","https://openalex.org/W7073617993"],"related_works":["https://openalex.org/W2353179089","https://openalex.org/W2923538289","https://openalex.org/W2353125546","https://openalex.org/W2470643824","https://openalex.org/W2349635380","https://openalex.org/W2353819554","https://openalex.org/W2359488321","https://openalex.org/W2389866386","https://openalex.org/W4353089801","https://openalex.org/W2049864679"],"abstract_inverted_index":{"Nailfold":[0],"capillaroscopy":[1,48],"(NC)":[2],"is":[3,20,40],"a":[4,97,122,133,137,140,145],"non-invasive":[5],"imaging":[6],"technique":[7],"employed":[8],"to":[9,51,100,115,124],"assess":[10],"the":[11,17,53,63,72,90,117,155],"condition":[12],"of":[13,26,32,68,74,147,157],"blood":[14],"capillaries":[15],"in":[16,57,89,104,128],"nailfold.":[18],"It":[19],"particularly":[21],"useful":[22],"for":[23,65,139],"early":[24],"detection":[25],"scleroderma":[27,86],"spectrum":[28],"disorders":[29],"and":[30,77,130],"evaluation":[31],"Raynaud's":[33],"phenomenon.":[34],"While":[35],"diagnosis":[36],"based":[37],"on":[38,144],"NC":[39,69,83,102,148],"typically":[41],"performed":[42],"by":[43],"manual":[44],"inspection,":[45],"computerised":[46],"nailfold":[47],"can":[49],"help":[50],"reduce":[52],"inherent":[54],"ambiguity":[55],"present":[56],"human":[58],"judgement":[59],"while":[60],"greatly":[61],"reducing":[62],"time":[64],"diagnosis.":[66],"Diagnosis":[67],"images":[70,103,149],"involves":[71],"recognition":[73],"early,":[75],"active":[76],"late":[78],"patterns,":[79,88,119],"also":[80],"known":[81,107,151],"as":[82],"patterns":[84,127],"or":[85],"(SD)":[87],"images.":[91],"In":[92,109],"this":[93],"paper,":[94],"we":[95,111],"propose":[96],"holistic":[98],"method":[99],"classify":[101],"these":[105],"well":[106],"patterns.":[108],"particular,":[110],"employ":[112],"texture":[113],"analysis":[114],"describe":[116],"underlying":[118],"coupled":[120],"with":[121,150],"classifier":[123],"first":[125],"identify":[126],"fingers,":[129],"then,":[131],"through":[132],"voting":[134],"strategy,":[135],"reach":[136],"decision":[138],"patient.":[141],"Experimental":[142],"results":[143],"set":[146],"ground":[152],"truth":[153],"demonstrate":[154],"efficacy":[156],"our":[158],"approach.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
