{"id":"https://openalex.org/W3185077974","doi":"https://doi.org/10.3390/s21155021","title":"Differentiation of Saccadic Eye Movement Signals","display_name":"Differentiation of Saccadic Eye Movement Signals","publication_year":2021,"publication_date":"2021-07-24","ids":{"openalex":"https://openalex.org/W3185077974","doi":"https://doi.org/10.3390/s21155021","mag":"3185077974","pmid":"https://pubmed.ncbi.nlm.nih.gov/34372261"},"language":"en","primary_location":{"id":"doi:10.3390/s21155021","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21155021","pdf_url":"https://www.mdpi.com/1424-8220/21/15/5021/pdf?version=1627288312","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/15/5021/pdf?version=1627288312","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058216279","display_name":"Roberto Becerra-Garc\u00eda","orcid":"https://orcid.org/0000-0002-6966-6690"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto A. Becerra-Garc\u00eda","raw_affiliation_strings":["Departamento de Tecnolog\u00eda Electr\u00f3nica, Universidad de M\u00e1laga, CEI Andaluc\u00eda Tech, 29071 M\u00e1laga, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6966-6690","affiliations":[{"raw_affiliation_string":"Departamento de Tecnolog\u00eda Electr\u00f3nica, Universidad de M\u00e1laga, CEI Andaluc\u00eda Tech, 29071 M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057918068","display_name":"Rodolfo Garc\u00eda\u2212Berm\u00fadez","orcid":"https://orcid.org/0000-0002-0643-4745"},"institutions":[{"id":"https://openalex.org/I4210133958","display_name":"Universidad T\u00e9cnica de Manab\u00ed","ror":"https://ror.org/02qgahb88","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210133958"]}],"countries":["EC"],"is_corresponding":true,"raw_author_name":"Rodolfo Garc\u00eda-Berm\u00fadez","raw_affiliation_strings":["Departamento de Inform\u00e1tica y Electr\u00f3nica, Universidad T\u00e9cnica de Manab\u00ed, Portoviejo 130105, Ecuador"],"raw_orcid":"https://orcid.org/0000-0002-0643-4745","affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica y Electr\u00f3nica, Universidad T\u00e9cnica de Manab\u00ed, Portoviejo 130105, Ecuador","institution_ids":["https://openalex.org/I4210133958"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022583798","display_name":"Gonzalo Joya","orcid":"https://orcid.org/0000-0001-9256-0870"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gonzalo Joya","raw_affiliation_strings":["Departamento de Tecnolog\u00eda Electr\u00f3nica, Universidad de M\u00e1laga, CEI Andaluc\u00eda Tech, 29071 M\u00e1laga, Spain","Instituto Universitario de Investigaci\u00f3n en Telecomunicaci\u00f3n (TELMA), Universidad de M\u00e1laga, CEI Andaluc\u00eda Tech, E.T.S.I. Telecomunicaci\u00f3n, 29071 M\u00e1laga, Spain"],"raw_orcid":"https://orcid.org/0000-0001-9256-0870","affiliations":[{"raw_affiliation_string":"Departamento de Tecnolog\u00eda Electr\u00f3nica, Universidad de M\u00e1laga, CEI Andaluc\u00eda Tech, 29071 M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Instituto Universitario de Investigaci\u00f3n en Telecomunicaci\u00f3n (TELMA), Universidad de M\u00e1laga, CEI Andaluc\u00eda Tech, E.T.S.I. Telecomunicaci\u00f3n, 29071 M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057918068"],"corresponding_institution_ids":["https://openalex.org/I4210133958"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.2629,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54617703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"21","issue":"15","first_page":"5021","last_page":"5021"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10542","display_name":"Vestibular and auditory disorders","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/saccadic-masking","display_name":"Saccadic masking","score":0.9467175006866455},{"id":"https://openalex.org/keywords/saccade","display_name":"Saccade","score":0.8394895792007446},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.5915985703468323},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5751875042915344},{"id":"https://openalex.org/keywords/spinocerebellar-ataxia","display_name":"Spinocerebellar ataxia","score":0.5012989044189453},{"id":"https://openalex.org/keywords/saccadic-suppression-of-image-displacement","display_name":"Saccadic suppression of image displacement","score":0.4683600962162018},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4539657533168793},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4188649654388428},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39270591735839844},{"id":"https://openalex.org/keywords/ataxia","display_name":"Ataxia","score":0.3387790024280548},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.322549968957901},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.30565929412841797},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2665841579437256},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1371673345565796},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09181684255599976}],"concepts":[{"id":"https://openalex.org/C11054436","wikidata":"https://www.wikidata.org/wiki/Q7396580","display_name":"Saccadic masking","level":3,"score":0.9467175006866455},{"id":"https://openalex.org/C2779524336","wikidata":"https://www.wikidata.org/wiki/Q369503","display_name":"Saccade","level":3,"score":0.8394895792007446},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.5915985703468323},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5751875042915344},{"id":"https://openalex.org/C2779500118","wikidata":"https://www.wikidata.org/wiki/Q899726","display_name":"Spinocerebellar ataxia","level":3,"score":0.5012989044189453},{"id":"https://openalex.org/C166325227","wikidata":"https://www.wikidata.org/wiki/Q7396581","display_name":"Saccadic suppression of image displacement","level":4,"score":0.4683600962162018},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4539657533168793},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4188649654388428},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39270591735839844},{"id":"https://openalex.org/C2780906641","wikidata":"https://www.wikidata.org/wiki/Q213373","display_name":"Ataxia","level":2,"score":0.3387790024280548},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.322549968957901},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.30565929412841797},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2665841579437256},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1371673345565796},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09181684255599976}],"mesh":[{"descriptor_ui":"D004585","descriptor_name":"Electrooculography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004585","descriptor_name":"Electrooculography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004585","descriptor_name":"Electrooculography","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012438","descriptor_name":"Saccades","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012438","descriptor_name":"Saccades","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012438","descriptor_name":"Saccades","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s21155021","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21155021","pdf_url":"https://www.mdpi.com/1424-8220/21/15/5021/pdf?version=1627288312","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:34372261","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34372261","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:cf7b50fa9d3145ccb9cd2c93e2a401cb","is_oa":true,"landing_page_url":"https://doaj.org/article/cf7b50fa9d3145ccb9cd2c93e2a401cb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 15, p 5021 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/15/5021/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21155021","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 21; Issue 15; Pages: 5021","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8348745","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8348745","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21155021","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21155021","pdf_url":"https://www.mdpi.com/1424-8220/21/15/5021/pdf?version=1627288312","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311265","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3185077974.pdf","grobid_xml":"https://content.openalex.org/works/W3185077974.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W129336162","https://openalex.org/W1517663006","https://openalex.org/W1599606842","https://openalex.org/W1857789879","https://openalex.org/W2015945899","https://openalex.org/W2016944307","https://openalex.org/W2030215259","https://openalex.org/W2058600043","https://openalex.org/W2061915005","https://openalex.org/W2074652597","https://openalex.org/W2109606373","https://openalex.org/W2138831107","https://openalex.org/W2164993368","https://openalex.org/W3003257820","https://openalex.org/W3103145119","https://openalex.org/W4252684946","https://openalex.org/W6605223783"],"related_works":["https://openalex.org/W2144512311","https://openalex.org/W4311556462","https://openalex.org/W1982153778","https://openalex.org/W4377940789","https://openalex.org/W2130798130","https://openalex.org/W2020028422","https://openalex.org/W2037836090","https://openalex.org/W2047073125","https://openalex.org/W2163643869","https://openalex.org/W2303070987"],"abstract_inverted_index":{"Saccadic":[0],"electrooculograms":[1,131,152],"are":[2,24,50,72],"discrete":[3],"biosignals":[4],"that":[5,84,127],"contain":[6],"the":[7,12,60,64,75,79,91,94,103,122,153,173,185],"instantaneous":[8],"angular":[9],"position":[10],"of":[11,63,93,102,105,124,136,175],"human":[13],"eyes":[14],"as":[15,34,44,164],"a":[16,165],"response":[17],"to":[18,26,58],"saccadic":[19,99,108,130],"visual":[20],"stimuli.":[21],"These":[22,70],"signals":[23,65,100],"essential":[25],"monitor":[27],"and":[28,48,110,140,169,178],"evaluate":[29,117],"several":[30],"neurological":[31,86],"diseases,":[32],"such":[33,43],"Spinocerebellar":[35,144],"Ataxia":[36,145],"type":[37,146],"2":[38,147],"(SCA2).":[39,148],"For":[40,149],"this,":[41],"biomarkers":[42],"peak":[45],"velocity,":[46],"latency":[47],"duration":[49],"computed.":[51],"To":[52],"compute":[53],"these":[54,150],"biomarkers,":[55],"we":[56,116,160,183],"need":[57],"obtain":[59],"velocity":[61,155],"profile":[62,156],"using":[66,97],"numerical":[67],"differentiation":[68,95,119],"methods.":[69],"methods":[71,96,120,190],"affected":[73],"by":[74,121],"noise":[76,89],"present":[77],"in":[78,82],"electrooculograms,":[80],"specially":[81],"subjects":[83,139,141],"suffer":[85],"diseases.":[87],"This":[88],"complicates":[90],"comparison":[92,168],"real":[98],"because":[101],"impossibility":[104],"establishing":[106],"exact":[107,154],"onset":[109],"offset":[111],"points.":[112],"In":[113],"this":[114],"work,":[115],"16":[118],"design":[123],"an":[125],"experiment":[126],"uses":[128],"synthetic":[129,151],"generated":[132],"from":[133,143],"parametric":[134],"models":[135],"both":[137],"healthy":[138],"suffering":[142],"is":[157],"known,":[158],"hence":[159],"can":[161],"use":[162],"them":[163],"reference":[166],"for":[167,172,191],"error":[170],"computing":[171],"tasks":[174],"saccade":[176,179],"identification":[177],"biomarker":[180],"computing.":[181],"Finally,":[182],"identify":[184],"best":[186],"fitting":[187],"method":[188],"or":[189],"each":[192],"evaluated":[193],"task.":[194]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
