{"id":"https://openalex.org/W4382562215","doi":"https://doi.org/10.23919/mipro57284.2023.10159830","title":"An Eye-Tracking Solution Using Consumer Grade Webcams for Potential Concussion Diagnosis and Evaluation","display_name":"An Eye-Tracking Solution Using Consumer Grade Webcams for Potential Concussion Diagnosis and Evaluation","publication_year":2023,"publication_date":"2023-05-22","ids":{"openalex":"https://openalex.org/W4382562215","doi":"https://doi.org/10.23919/mipro57284.2023.10159830"},"language":"en","primary_location":{"id":"doi:10.23919/mipro57284.2023.10159830","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro57284.2023.10159830","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 46th MIPRO ICT and Electronics Convention (MIPRO)","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/A5017122751","display_name":"Nicholas Caporusso","orcid":null},"institutions":[{"id":"https://openalex.org/I168416876","display_name":"Northern Kentucky University","ror":"https://ror.org/01k44g025","country_code":"US","type":"education","lineage":["https://openalex.org/I168416876"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Caporusso","raw_affiliation_strings":["Northern Kentucky University,Highland Heights,Kentucky,USA","Northern Kentucky University, Highland Heights, Kentucky, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northern Kentucky University,Highland Heights,Kentucky,USA","institution_ids":["https://openalex.org/I168416876"]},{"raw_affiliation_string":"Northern Kentucky University, Highland Heights, Kentucky, USA","institution_ids":["https://openalex.org/I168416876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053564363","display_name":"Gabriel J. Sanders","orcid":"https://orcid.org/0000-0002-8324-3176"},"institutions":[{"id":"https://openalex.org/I168416876","display_name":"Northern Kentucky University","ror":"https://ror.org/01k44g025","country_code":"US","type":"education","lineage":["https://openalex.org/I168416876"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gabriel Sanders","raw_affiliation_strings":["Northern Kentucky University,Highland Heights,Kentucky,USA","Northern Kentucky University, Highland Heights, Kentucky, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northern Kentucky University,Highland Heights,Kentucky,USA","institution_ids":["https://openalex.org/I168416876"]},{"raw_affiliation_string":"Northern Kentucky University, Highland Heights, Kentucky, USA","institution_ids":["https://openalex.org/I168416876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088514376","display_name":"Brett Thaman","orcid":null},"institutions":[{"id":"https://openalex.org/I168416876","display_name":"Northern Kentucky University","ror":"https://ror.org/01k44g025","country_code":"US","type":"education","lineage":["https://openalex.org/I168416876"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brett Thaman","raw_affiliation_strings":["Northern Kentucky University,Highland Heights,Kentucky,USA","Northern Kentucky University, Highland Heights, Kentucky, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northern Kentucky University,Highland Heights,Kentucky,USA","institution_ids":["https://openalex.org/I168416876"]},{"raw_affiliation_string":"Northern Kentucky University, Highland Heights, Kentucky, USA","institution_ids":["https://openalex.org/I168416876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104338293","display_name":"Elaina Hall","orcid":null},"institutions":[{"id":"https://openalex.org/I168416876","display_name":"Northern Kentucky University","ror":"https://ror.org/01k44g025","country_code":"US","type":"education","lineage":["https://openalex.org/I168416876"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elaina Hall","raw_affiliation_strings":["Northern Kentucky University,Highland Heights,Kentucky,USA","Northern Kentucky University, Highland Heights, Kentucky, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northern Kentucky University,Highland Heights,Kentucky,USA","institution_ids":["https://openalex.org/I168416876"]},{"raw_affiliation_string":"Northern Kentucky University, Highland Heights, Kentucky, USA","institution_ids":["https://openalex.org/I168416876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8042,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74270559,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"67","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10416","display_name":"Traumatic Brain Injury Research","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10416","display_name":"Traumatic Brain Injury Research","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/concussion","display_name":"Concussion","score":0.7373366355895996},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6908931732177734},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.6095752120018005},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5710747838020325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5390633344650269},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4517320394515991},{"id":"https://openalex.org/keywords/poison-control","display_name":"Poison control","score":0.20710179209709167},{"id":"https://openalex.org/keywords/injury-prevention","display_name":"Injury prevention","score":0.1331998109817505},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12363430857658386},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08572295308113098},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.07574471831321716}],"concepts":[{"id":"https://openalex.org/C2778426673","wikidata":"https://www.wikidata.org/wiki/Q326921","display_name":"Concussion","level":4,"score":0.7373366355895996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6908931732177734},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.6095752120018005},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5710747838020325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5390633344650269},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4517320394515991},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.20710179209709167},{"id":"https://openalex.org/C190385971","wikidata":"https://www.wikidata.org/wiki/Q373494","display_name":"Injury prevention","level":3,"score":0.1331998109817505},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12363430857658386},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08572295308113098},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.07574471831321716},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/mipro57284.2023.10159830","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro57284.2023.10159830","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 46th MIPRO ICT and Electronics Convention (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338440","display_name":"HORIZON EUROPE Health","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1993547624","https://openalex.org/W2016584120","https://openalex.org/W2047240470","https://openalex.org/W2054940279","https://openalex.org/W2135443441","https://openalex.org/W2156219837","https://openalex.org/W2215607970","https://openalex.org/W2605098941","https://openalex.org/W2605220553","https://openalex.org/W2755779959","https://openalex.org/W2886264452","https://openalex.org/W2943032999","https://openalex.org/W3036962945","https://openalex.org/W3080183350","https://openalex.org/W3097902467","https://openalex.org/W3184515482","https://openalex.org/W3185777425","https://openalex.org/W4288282320","https://openalex.org/W4297888699","https://openalex.org/W4312747980","https://openalex.org/W6679728570","https://openalex.org/W6765865358","https://openalex.org/W6780197427"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"In":[0],"the":[1,24,31,84,89,95,179],"past":[2],"decade,":[3],"eye-tracking":[4,66,85],"technology":[5,86],"has":[6,43],"been":[7],"increasingly":[8],"utilized":[9,51],"in":[10,88,110],"healthcare":[11,63,192],"settings":[12,105],"to":[13,22,83,103,178],"assess":[14],"an":[15],"individual\u2019s":[16],"cognitive":[17,37],"status":[18],"under":[19],"various":[20],"circumstances":[21],"evaluate":[23],"presence":[25],"of":[26,33,55,97,100,161,183],"brain":[27],"injuries":[28],"and":[29,58,77,106,137,146,154,166,175,181,189],"monitor":[30],"evolution":[32],"temporary":[34],"or":[35],"permanent":[36],"illnesses.":[38],"More":[39],"specifically,":[40],"emerging":[41],"research":[42],"confirmed":[44],"that":[45],"disconjugate":[46],"eye":[47,187],"movements":[48,188],"can":[49],"be":[50],"as":[52,152],"a":[53,56,73,119,132,157,162],"predictor":[54],"concussion":[57],"potentially":[59,135],"return-to-play":[60],"protocols.Currently,":[61],"most":[62],"applications":[64],"use":[65,109],"devices":[67,150],"requiring":[68],"more":[69,147],"detailed":[70],"signals":[71,185],"at":[72],"higher":[74],"sampling":[75],"rate":[76],"with":[78,144],"better":[79],"camera":[80,149],"resolution":[81],"compared":[82],"used":[87],"consumer":[90],"market.":[91],"Unfortunately,":[92],"this":[93,98,128],"limits":[94],"availability":[96],"type":[99],"diagnostic":[101],"system":[102],"clinical":[104],"prevents":[107],"its":[108],"situations":[111],"where":[112,122],"early":[113],"diagnosis":[114],"is":[115],"crucial":[116],"(e.g.,":[117,186],"during":[118],"football":[120],"game,":[121],"300,000":[123],"concussions":[124,139],"are":[125],"reported":[126],"yearly).In":[127],"paper,":[129],"we":[130,155],"introduce":[131],"solution":[133],"for":[134,191],"diagnosing":[136],"treating":[138],"based":[140],"on":[141],"images":[142],"acquired":[143],"inexpensive":[145],"available":[148],"such":[151],"webcams,":[153],"detail":[156],"performance":[158],"evaluation":[159],"study":[160],"popular":[163],"image":[164],"segmentation":[165],"object":[167],"detection":[168],"machine":[169],"learning":[170],"model":[171],"(i.e.,":[172],"MediaPipe":[173],"Facemesh":[174],"Iris)":[176],"applied":[177],"acquisition":[180],"analysis":[182],"eye-related":[184],"blinking)":[190],"applications.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
