{"id":"https://openalex.org/W4396754375","doi":"https://doi.org/10.1109/tim.2024.3398124","title":"Correlating Motion Artifacts in Wet and Dry Electrodes With Head Kinematics During Physical Activities in Ambulatory EEG Monitoring","display_name":"Correlating Motion Artifacts in Wet and Dry Electrodes With Head Kinematics During Physical Activities in Ambulatory EEG Monitoring","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396754375","doi":"https://doi.org/10.1109/tim.2024.3398124"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3398124","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3398124","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-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/A5101965393","display_name":"Cidnee Luu","orcid":"https://orcid.org/0009-0005-4742-2109"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Cidnee Luu","raw_affiliation_strings":["Department of Mechanical Engineering, The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0009-0005-4742-2109","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101965394","display_name":"Yuan Gao","orcid":"https://orcid.org/0009-0007-8118-3927"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yuan Gao","raw_affiliation_strings":["Department of Mechanical Engineering, The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0009-0007-8118-3927","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102934863","display_name":"Han Cat Nguyen","orcid":"https://orcid.org/0009-0002-3356-7604"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Han Cat Nguyen","raw_affiliation_strings":["Department of Mechanical Engineering, The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0009-0002-3356-7604","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079567400","display_name":"S. Soltanian","orcid":"https://orcid.org/0000-0002-3015-6781"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Saeid Soltanian","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3015-6781","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052446398","display_name":"Naznin Virji\u2010Babul","orcid":"https://orcid.org/0000-0002-8984-5848"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Naznin Virji-Babul","raw_affiliation_strings":["Department of Physical Therapy, The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-8984-5848","affiliations":[{"raw_affiliation_string":"Department of Physical Therapy, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063512042","display_name":"Peyman Servati","orcid":"https://orcid.org/0000-0003-0146-1557"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Peyman Servati","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0000-0003-0146-1557","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038741987","display_name":"H. F. Machiel Van der Loos","orcid":"https://orcid.org/0000-0003-1355-980X"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"H. F. Machiel Van Der Loos","raw_affiliation_strings":["Department of Mechanical Engineering, The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0000-0003-1355-980X","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078745995","display_name":"Lyndia C. Wu","orcid":"https://orcid.org/0000-0002-8236-032X"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lyndia C. Wu","raw_affiliation_strings":["Department of Mechanical Engineering, The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-8236-032X","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":null,"apc_paid":null,"fwci":0.4712,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57436493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9933000206947327,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7472113966941833},{"id":"https://openalex.org/keywords/kinematics","display_name":"Kinematics","score":0.5493287444114685},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5413550734519958},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.4469604790210724},{"id":"https://openalex.org/keywords/intensity","display_name":"Intensity (physics)","score":0.4417073428630829},{"id":"https://openalex.org/keywords/electrode","display_name":"Electrode","score":0.4256644546985626},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3934014141559601},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.3841434121131897},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36406564712524414},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3345722556114197},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.23430687189102173},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15874460339546204},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1263667643070221},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.08806613087654114},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08090829849243164}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7472113966941833},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.5493287444114685},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5413550734519958},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.4469604790210724},{"id":"https://openalex.org/C93038891","wikidata":"https://www.wikidata.org/wiki/Q1061524","display_name":"Intensity (physics)","level":2,"score":0.4417073428630829},{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"score":0.4256644546985626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3934014141559601},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.3841434121131897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36406564712524414},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3345722556114197},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.23430687189102173},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15874460339546204},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1263667643070221},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.08806613087654114},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08090829849243164},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3398124","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3398124","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4300929543","display_name":"Biomechanical dose and real-time neurophysiological response during direct and whiplash head loading in humans","funder_award_id":"rgpin-2018-04606","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G8429819749","display_name":null,"funder_award_id":"40460","funder_id":"https://openalex.org/F4320319952","funder_display_name":"Canada Foundation for Innovation"}],"funders":[{"id":"https://openalex.org/F4320319952","display_name":"Canada Foundation for Innovation","ror":"https://ror.org/000az4664"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W29918989","https://openalex.org/W1715926361","https://openalex.org/W2000823852","https://openalex.org/W2003209004","https://openalex.org/W2110444396","https://openalex.org/W2117263102","https://openalex.org/W2158956772","https://openalex.org/W2158963974","https://openalex.org/W2191422394","https://openalex.org/W2266999259","https://openalex.org/W2301443502","https://openalex.org/W2316612820","https://openalex.org/W2347998626","https://openalex.org/W2462068166","https://openalex.org/W2791337897","https://openalex.org/W2796045214","https://openalex.org/W2890088122","https://openalex.org/W2914237854","https://openalex.org/W2915196348","https://openalex.org/W2921860266","https://openalex.org/W2946582571","https://openalex.org/W2950079406","https://openalex.org/W2952297931","https://openalex.org/W2966699724","https://openalex.org/W3046015843","https://openalex.org/W3090908420","https://openalex.org/W3103683589","https://openalex.org/W3135769914","https://openalex.org/W3138353719","https://openalex.org/W3206069256","https://openalex.org/W4200077617","https://openalex.org/W4205729310","https://openalex.org/W4220830654","https://openalex.org/W4376630489","https://openalex.org/W6676186243"],"related_works":["https://openalex.org/W2789522126","https://openalex.org/W2066693961","https://openalex.org/W2368363778","https://openalex.org/W122584421","https://openalex.org/W4244295168","https://openalex.org/W2753351751","https://openalex.org/W3185180338","https://openalex.org/W2889348933","https://openalex.org/W2351643838","https://openalex.org/W3033677963"],"abstract_inverted_index":{"Electroencephalography":[0],"(EEG)":[1],"is":[2,29],"a":[3,68,224,236],"common":[4],"neuroimaging":[5],"technique":[6],"used":[7],"in":[8,25,49,86,113,203,214,255],"clinical,":[9],"research,":[10],"and":[11,20,53,72,95,101,143,169,179,206,231,243,248,259,268],"consumer":[12],"technology":[13],"given":[14],"its":[15],"non-invasiveness,":[16],"high":[17,38,138],"temporal":[18],"resolution,":[19],"sensitivity.":[21],"The":[22],"main":[23],"challenge":[24],"ambulatory":[26,204,263],"EEG":[27,70,167,264],"monitoring":[28],"the":[30,131,162,177,180],"presence":[31],"of":[32,59,250,262],"substantial":[33],"motion":[34,47,93,198,228,240,251],"artifacts,":[35],"especially":[36],"for":[37,110,135,239,266],"intensity":[39,139,216],"movements":[40,115,140],"such":[41],"as":[42,223],"running.":[43],"This":[44],"study":[45],"compared":[46],"artifacts":[48,94,199,213,252],"gold":[50],"cup,":[51],"gel,":[52],"dry":[54,89,111,190],"electrodes":[55,90,112,191,208],"during":[56,98],"different":[57],"levels":[58],"physical":[60],"activity.":[61],"Eight":[62],"healthy":[63],"participants":[64],"were":[65],"instrumented":[66,74],"with":[67,118,145,150],"wearable":[69],"cap":[71],"an":[73],"mouthguard":[75],"to":[76,107,137,155,196,227],"measure":[77],"head":[78,121,148,170,178],"kinematics.":[79],"While":[80],"all":[81],"electrode":[82,133,181],"types":[83,134],"performed":[84],"similarly":[85],"resting":[87],"state,":[88],"showed":[91,161],"high-amplitude":[92],"worse":[96],"performance":[97],"walking,":[99],"running,":[100],"jumping.":[102],"EEG-motion":[103,221],"coherence":[104,232],"was":[105],"found":[106],"be":[108,235],"higher":[109,215,256],"low-intensity":[114],"(e.g.,":[116,141],"walking":[117],"0.1-0.5":[119],"g":[120,147],"acceleration,":[122,171],"where":[123],"1g":[124],"=":[125],"9.81":[126],"m/s2),":[127],"but":[128],"similar":[129],"across":[130],"3":[132],"medium":[136],"running":[142],"jumping":[144],"0.5-3.5":[146],"acceleration),":[149],"peak":[151],"coherences":[152],"at":[153,182],"up":[154],"20":[156],"Hz.":[157],"Fast":[158],"walk":[159],"trials":[160],"highest":[163],"linear":[164],"correlation":[165],"between":[166,176],"signal":[168],"indicating":[172],"potentially":[173],"better":[174],"coupling":[175,222],"this":[183],"movement":[184],"intensity.":[185],"Our":[186],"results":[187],"imply":[188],"that":[189],"require":[192],"further":[193],"hardware":[194],"development":[195],"mitigate":[197],"before":[200],"reliable":[201],"application":[202],"monitoring,":[205],"wet":[207],"also":[209],"exhibit":[210],"clear":[211],"movement-related":[212],"movements.":[217],"Uniquely,":[218],"we":[219],"identified":[220],"contributing":[225],"factor":[226],"artifact":[229,241],"characteristics,":[230],"analysis":[233],"may":[234],"promising":[237],"approach":[238],"identification":[242],"quantification.":[244],"Further":[245],"characterization,":[246],"quantification,":[247],"mitigation":[249],"will":[253],"aid":[254],"quality":[257],"measurement":[258],"meaningful":[260],"interpretation":[261],"signals":[265],"clinical":[267],"research":[269],"applications.":[270]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
