{"id":"https://openalex.org/W4205892986","doi":"https://doi.org/10.1109/dcis53048.2021.9666164","title":"Evaluating the use of Hyperspectral Imaging as Complementary Blood Sample Tests","display_name":"Evaluating the use of Hyperspectral Imaging as Complementary Blood Sample Tests","publication_year":2021,"publication_date":"2021-11-24","ids":{"openalex":"https://openalex.org/W4205892986","doi":"https://doi.org/10.1109/dcis53048.2021.9666164"},"language":"en","primary_location":{"id":"doi:10.1109/dcis53048.2021.9666164","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dcis53048.2021.9666164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 XXXVI Conference on Design of Circuits and Integrated Systems (DCIS)","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/A5045090259","display_name":"Himar Fabelo","orcid":"https://orcid.org/0000-0002-9794-490X"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Himar Fabelo","raw_affiliation_strings":["Research Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain"],"affiliations":[{"raw_affiliation_string":"Research Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058895136","display_name":"Raquel Le\u00f3n","orcid":"https://orcid.org/0000-0002-4287-3200"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Raquel Leon","raw_affiliation_strings":["Research Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain"],"affiliations":[{"raw_affiliation_string":"Research Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013980644","display_name":"Samuel Ortega","orcid":"https://orcid.org/0000-0002-7519-954X"},"institutions":[{"id":"https://openalex.org/I4210121781","display_name":"Nofima","ror":"https://ror.org/02v1rsx93","country_code":"NO","type":"company","lineage":["https://openalex.org/I4210121781"]},{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES","NO"],"is_corresponding":false,"raw_author_name":"Samuel Ortega","raw_affiliation_strings":["Norwegian Institute of Food, Fisheries and Aquaculture Research (Nofima), Troms\u00f8, Norway","Research Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain"],"affiliations":[{"raw_affiliation_string":"Norwegian Institute of Food, Fisheries and Aquaculture Research (Nofima), Troms\u00f8, Norway","institution_ids":["https://openalex.org/I4210121781"]},{"raw_affiliation_string":"Research Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055312220","display_name":"Francisco Balea-Fernandez","orcid":"https://orcid.org/0000-0003-2028-0858"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Balea-Fernandez","raw_affiliation_strings":["University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain"],"affiliations":[{"raw_affiliation_string":"University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063986247","display_name":"Bernardino Clavo","orcid":"https://orcid.org/0000-0003-2522-1064"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bernardino Clavo","raw_affiliation_strings":["Research Unit, Dr. Negrin University Hospital, Instituto de Investigacion Sanitaria de Canarias (IISC), Las Palmas de Gran Canaria, Spain"],"affiliations":[{"raw_affiliation_string":"Research Unit, Dr. Negrin University Hospital, Instituto de Investigacion Sanitaria de Canarias (IISC), Las Palmas de Gran Canaria, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037084402","display_name":"Gustavo M. Callic\u00f3","orcid":"https://orcid.org/0000-0002-3784-5504"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gustavo M. Callico","raw_affiliation_strings":["Research Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain"],"affiliations":[{"raw_affiliation_string":"Research Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044517309","display_name":"Ana M. W\u00e4gner","orcid":"https://orcid.org/0000-0002-7663-9308"},"institutions":[{"id":"https://openalex.org/I2799299272","display_name":"Hospital Universitario Insular de Gran Canaria","ror":"https://ror.org/04cbm7s05","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I2799299272","https://openalex.org/I4210120310"]},{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ana Wagner","raw_affiliation_strings":["Complejo Hospitalario Universitario Insular Materno-Infantil, Las Palmas de Gran Canaria, Spain","Research Institute of Biomedical and Health Sciences (IUIBS), University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain"],"affiliations":[{"raw_affiliation_string":"Complejo Hospitalario Universitario Insular Materno-Infantil, Las Palmas de Gran Canaria, Spain","institution_ids":["https://openalex.org/I2799299272"]},{"raw_affiliation_string":"Research Institute of Biomedical and Health Sciences (IUIBS), University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain","institution_ids":["https://openalex.org/I119635470"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5045090259"],"corresponding_institution_ids":["https://openalex.org/I119635470"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10051264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.998199999332428,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8604154586791992},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.7571806907653809},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5371120572090149},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5285355448722839},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4745926558971405},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46753308176994324},{"id":"https://openalex.org/keywords/spectral-imaging","display_name":"Spectral imaging","score":0.4451069235801697},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.37595057487487793},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31425827741622925},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.21014559268951416},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.1072683036327362},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.08245030045509338},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06943801045417786}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8604154586791992},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7571806907653809},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5371120572090149},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5285355448722839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4745926558971405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46753308176994324},{"id":"https://openalex.org/C3232514","wikidata":"https://www.wikidata.org/wiki/Q7575196","display_name":"Spectral imaging","level":2,"score":0.4451069235801697},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.37595057487487793},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31425827741622925},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.21014559268951416},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1072683036327362},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.08245030045509338},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06943801045417786}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dcis53048.2021.9666164","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dcis53048.2021.9666164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 XXXVI Conference on Design of Circuits and Integrated Systems (DCIS)","raw_type":"proceedings-article"},{"id":"pmh:oai:accedacris.ulpgc.es:10553/113941","is_oa":false,"landing_page_url":"http://hdl.handle.net/10553/113941","pdf_url":null,"source":{"id":"https://openalex.org/S4306400136","display_name":"Acceda (Universidad de Las Palmas de Gran Canaria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"36th Conference on Design of Circuits and Integrated Systems, DCIS 2021 [EISSN 2640-5563], (Enero 2021)","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G2044729926","display_name":null,"funder_award_id":"101017385","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"},{"id":"https://openalex.org/G2133254030","display_name":null,"funder_award_id":"2014-20","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"},{"id":"https://openalex.org/G3602358629","display_name":null,"funder_award_id":"101017385","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4636491520","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G495392292","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5265172031","display_name":null,"funder_award_id":"H2020-EU.3.1","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5374134968","display_name":null,"funder_award_id":"European Social Fund","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5479080572","display_name":null,"funder_award_id":"101017385","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G6707449129","display_name":null,"funder_award_id":"2014-2020","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"},{"id":"https://openalex.org/G6741148918","display_name":null,"funder_award_id":"Eje 3 Tema Prioritario 74 (85%)","funder_id":"https://openalex.org/F4320324671","funder_display_name":"Agencia Canaria de Investigaci\u00f3n, Innovaci\u00f3n y Sociedad de la Informaci\u00f3n"},{"id":"https://openalex.org/G6870533126","display_name":null,"funder_award_id":"2014-2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7573920647","display_name":null,"funder_award_id":"POC 2014-2020","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"},{"id":"https://openalex.org/G7688285028","display_name":null,"funder_award_id":"H2020-EU.3.1.4.2","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7983248237","display_name":null,"funder_award_id":"POC 2014-2020","funder_id":"https://openalex.org/F4320324671","funder_display_name":"Agencia Canaria de Investigaci\u00f3n, Innovaci\u00f3n y Sociedad de la Informaci\u00f3n"},{"id":"https://openalex.org/G8873632113","display_name":null,"funder_award_id":"POC 2014-2020, Eje 3 Tema Prioritario 74 (85%)","funder_id":"https://openalex.org/F4320324671","funder_display_name":"Agencia Canaria de Investigaci\u00f3n, Innovaci\u00f3n y Sociedad de la Informaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320324671","display_name":"Agencia Canaria de Investigaci\u00f3n, Innovaci\u00f3n y Sociedad de la Informaci\u00f3n","ror":"https://ror.org/01eeqch44"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1925122138","https://openalex.org/W1988386267","https://openalex.org/W1990701202","https://openalex.org/W2046829180","https://openalex.org/W2114486983","https://openalex.org/W2163886442","https://openalex.org/W2165755981","https://openalex.org/W2169210068","https://openalex.org/W2332150588","https://openalex.org/W2492823333","https://openalex.org/W2525747617","https://openalex.org/W2606314294","https://openalex.org/W2790481992","https://openalex.org/W2793272303","https://openalex.org/W2907172380","https://openalex.org/W2947976683","https://openalex.org/W3013080024","https://openalex.org/W3021686598","https://openalex.org/W3030464300","https://openalex.org/W3037295486","https://openalex.org/W3106764684","https://openalex.org/W3116175389","https://openalex.org/W4237234927"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3047444742","https://openalex.org/W4386427838","https://openalex.org/W2605253479","https://openalex.org/W2054836752","https://openalex.org/W3178760882","https://openalex.org/W2765547586","https://openalex.org/W2391021239","https://openalex.org/W2049189005","https://openalex.org/W2107175121"],"abstract_inverted_index":{"Many":[0],"diseases":[1],"can":[2],"be":[3],"diagnosed":[4],"by":[5],"blood":[6,44,85,133],"sample":[7,134],"tests":[8],"using":[9,67],"automated":[10],"analyzers.":[11],"Novel":[12],"imaging":[13],"techniques,":[14],"like":[15],"Hyperspectral":[16],"(HS)":[17],"Imaging":[18],"(HSI),":[19],"are":[20],"arising":[21],"as":[22],"potential":[23,49,76,124],"tools":[24],"for":[25,128],"this":[26,34],"purpose,":[27],"offering":[28],"quick":[29,130],"and":[30,53,90,105,131],"cost-effective":[31,132],"approaches.":[32],"In":[33],"paper,":[35],"a":[36,106],"methodology":[37],"to":[38,47],"use":[39],"HS":[40,58],"microscopic":[41],"data":[42,60],"of":[43,74,83,125],"plasma":[45],"samples":[46],"identify":[48],"spectral":[50,68],"biomarkers":[51],"(SBs)":[52],"then":[54],"quantify":[55],"them":[56],"in":[57],"macroscopic":[59],"is":[61],"presented.":[62],"This":[63],"quantification":[64],"was":[65,78],"performed":[66],"unmixing":[69],"algorithms.":[70],"Finally,":[71],"the":[72,84,116,123],"abundance":[73],"each":[75,81],"SB":[77],"correlated":[79],"with":[80,89,115],"one":[82],"test":[86],"variable":[87],"levels":[88],"without":[91],"removing":[92],"outliers.":[93],"Results":[94],"found":[95],"several":[96],"statistically":[97],"significant":[98,108],"correlations":[99],"(p":[100,110],"-":[101,111],"value":[102,112],"<":[103,113],"0.05)":[104],"highly":[107],"correlation":[109],"0.01)":[114],"creatinine":[117],"variable.":[118],"These":[119],"preliminary":[120],"results":[121],"show":[122],"HSI":[126],"sensors":[127],"performing":[129],"tests.":[135]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
