{"id":"https://openalex.org/W3176483774","doi":"https://doi.org/10.1109/i2mtc50364.2021.9460100","title":"Localization of blood vessels in in-vitro LSCI images with K-means","display_name":"Localization of blood vessels in in-vitro LSCI images with K-means","publication_year":2021,"publication_date":"2021-05-17","ids":{"openalex":"https://openalex.org/W3176483774","doi":"https://doi.org/10.1109/i2mtc50364.2021.9460100","mag":"3176483774"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc50364.2021.9460100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc50364.2021.9460100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","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/A5072985093","display_name":"Francisco Lopez-Tiro","orcid":"https://orcid.org/0000-0003-1689-1998"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"F. Lopez-Tiro","raw_affiliation_strings":["Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Puebla, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032036781","display_name":"Hayde Peregrina\u2010Barreto","orcid":"https://orcid.org/0000-0002-8623-091X"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"H. Peregrina-Barreto","raw_affiliation_strings":["Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Puebla, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010423760","display_name":"Jose Rangel\u2010Magdaleno","orcid":"https://orcid.org/0000-0003-2785-5060"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J. Rangel-Magdaleno","raw_affiliation_strings":["Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Puebla, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004970457","display_name":"Julio C. Ram\u0131\u0301rez-San-Juan","orcid":"https://orcid.org/0000-0002-4720-2668"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J. C. Ramirez-San-Juan","raw_affiliation_strings":["Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Puebla, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I39824353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072985093"],"corresponding_institution_ids":["https://openalex.org/I39824353"],"apc_list":null,"apc_paid":null,"fwci":0.8321,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.71366545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11109","display_name":"Thermoregulation and physiological responses","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T11109","display_name":"Thermoregulation and physiological responses","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9577999711036682,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9502999782562256,"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/speckle-pattern","display_name":"Speckle pattern","score":0.9190363883972168},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.7644497156143188},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6869439482688904},{"id":"https://openalex.org/keywords/blood-flow","display_name":"Blood flow","score":0.6030267477035522},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5777100920677185},{"id":"https://openalex.org/keywords/speckle-noise","display_name":"Speckle noise","score":0.5243287682533264},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.49003326892852783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.469144731760025},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.466264545917511},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4574522078037262},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4416259825229645},{"id":"https://openalex.org/keywords/blood-vessel","display_name":"Blood vessel","score":0.43193820118904114},{"id":"https://openalex.org/keywords/laser","display_name":"Laser","score":0.42116469144821167},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.21534046530723572},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2110048234462738},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.19665679335594177},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09864675998687744},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08818519115447998}],"concepts":[{"id":"https://openalex.org/C102290492","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle pattern","level":2,"score":0.9190363883972168},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.7644497156143188},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6869439482688904},{"id":"https://openalex.org/C158846371","wikidata":"https://www.wikidata.org/wiki/Q1642137","display_name":"Blood flow","level":2,"score":0.6030267477035522},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5777100920677185},{"id":"https://openalex.org/C180940675","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle noise","level":3,"score":0.5243287682533264},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.49003326892852783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.469144731760025},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.466264545917511},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4574522078037262},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4416259825229645},{"id":"https://openalex.org/C2777663904","wikidata":"https://www.wikidata.org/wiki/Q988343","display_name":"Blood vessel","level":2,"score":0.43193820118904114},{"id":"https://openalex.org/C520434653","wikidata":"https://www.wikidata.org/wiki/Q38867","display_name":"Laser","level":2,"score":0.42116469144821167},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.21534046530723572},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2110048234462738},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.19665679335594177},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09864675998687744},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08818519115447998}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2mtc50364.2021.9460100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc50364.2021.9460100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","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":24,"referenced_works":["https://openalex.org/W1159302035","https://openalex.org/W1974674893","https://openalex.org/W1987834260","https://openalex.org/W1989291415","https://openalex.org/W2027161997","https://openalex.org/W2056314199","https://openalex.org/W2087698160","https://openalex.org/W2096795641","https://openalex.org/W2147182902","https://openalex.org/W2329631314","https://openalex.org/W2343246050","https://openalex.org/W2461002997","https://openalex.org/W2600972452","https://openalex.org/W2624764342","https://openalex.org/W2801232502","https://openalex.org/W2825393426","https://openalex.org/W2839421138","https://openalex.org/W2859697352","https://openalex.org/W2913384841","https://openalex.org/W2924313095","https://openalex.org/W2972477333","https://openalex.org/W2973046003","https://openalex.org/W3039148106","https://openalex.org/W6735596700"],"related_works":["https://openalex.org/W4313525660","https://openalex.org/W1987421842","https://openalex.org/W2089434830","https://openalex.org/W3140457866","https://openalex.org/W4289280690","https://openalex.org/W4318243918","https://openalex.org/W2825393426","https://openalex.org/W2461002997","https://openalex.org/W4318063970","https://openalex.org/W3176483774"],"abstract_inverted_index":{"The":[0,78],"visualization":[1,50],"and":[2,23,35,55,92,100,110],"localization":[3,68,83],"of":[4,32,49,69,84,94],"blood":[5,33,42,70,85,98,124],"vessels":[6,34,71,86,125],"in":[7,16,57,72,126],"Laser":[8,58,127],"Speckle":[9,59,128],"Contrast":[10,60,129],"Imaging":[11],"is":[12,65,114,118],"an":[13,73],"important":[14],"task":[15],"biomedical":[17],"applications":[18],"such":[19,40],"as":[20,25,41],"dermatology,":[21],"neurosciences,":[22],"ophthalmology,":[24],"it":[26,64],"allows":[27],"to":[28,37],"determine":[29],"the":[30,67,82,90,97,111],"presence":[31],"also":[36],"estimate":[38],"properties":[39],"flow.":[43],"This":[44],"work":[45],"establishes":[46],"a":[47,119],"review":[48],"methods":[51],"for":[52,122],"contrast":[53],"calculation":[54,91],"improvement":[56,93],"Imaging.":[61,130],"In":[62],"addition,":[63],"presented":[66],"automatic":[74],"way":[75],"through":[76],"clustering.":[77],"results":[79],"suggest":[80],"that":[81],"depends":[87],"largely":[88],"on":[89],"contrast.":[95],"If":[96],"vessel":[99],"biological":[101],"tissue":[102],"regions":[103],"are":[104],"well":[105],"separated":[106],"from":[107],"each":[108],"other,":[109],"noise":[112],"level":[113],"low,":[115],"K-means":[116],"clustering":[117],"powerful":[120],"tool":[121],"locating":[123]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
