{"id":"https://openalex.org/W7148662574","doi":"https://doi.org/10.1016/j.bspc.2026.110149","title":"Unleashing the potential of OPM-MEG to study event-related fields against low-frequency artifacts: the case of sentence processing","display_name":"Unleashing the potential of OPM-MEG to study event-related fields against low-frequency artifacts: the case of sentence processing","publication_year":2026,"publication_date":"2026-04-03","ids":{"openalex":"https://openalex.org/W7148662574","doi":"https://doi.org/10.1016/j.bspc.2026.110149"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2026.110149","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110149","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.bspc.2026.110149","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022019473","display_name":"Xinchi Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I1285933455","display_name":"Physikalisch-Technische Bundesanstalt","ror":"https://ror.org/05r3f7h03","country_code":"DE","type":"government","lineage":["https://openalex.org/I1285933455","https://openalex.org/I4210136623"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE","US"],"is_corresponding":true,"raw_author_name":"Xinchi Yu","raw_affiliation_strings":["Department of Linguistics, University of Maryland, College Park, MD, USA","Institute of Medical Psychology, Ludwig Maximilian University Munich, Munich, Germany","Physikalisch-Technische Bundesanstalt, Berlin, Germany","Program in Neuroscience and Cognitive Science, University of Maryland, College Park, MD, USA"],"raw_orcid":"https://orcid.org/0000-0002-6165-7909","affiliations":[{"raw_affiliation_string":"Department of Linguistics, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Institute of Medical Psychology, Ludwig Maximilian University Munich, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Physikalisch-Technische Bundesanstalt, Berlin, Germany","institution_ids":["https://openalex.org/I1285933455"]},{"raw_affiliation_string":"Program in Neuroscience and Cognitive Science, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002087711","display_name":"Dongxue Zhang","orcid":"https://orcid.org/0009-0008-5077-6209"},"institutions":[{"id":"https://openalex.org/I1285933455","display_name":"Physikalisch-Technische Bundesanstalt","ror":"https://ror.org/05r3f7h03","country_code":"DE","type":"government","lineage":["https://openalex.org/I1285933455","https://openalex.org/I4210136623"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dongxue Zhang","raw_affiliation_strings":["Institute of Medical Psychology, Ludwig Maximilian University Munich, Munich, Germany","Physikalisch-Technische Bundesanstalt, Berlin, Germany"],"raw_orcid":"https://orcid.org/0009-0008-5077-6209","affiliations":[{"raw_affiliation_string":"Institute of Medical Psychology, Ludwig Maximilian University Munich, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Physikalisch-Technische Bundesanstalt, Berlin, Germany","institution_ids":["https://openalex.org/I1285933455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029972623","display_name":"Tina Carey","orcid":null},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Carey","raw_affiliation_strings":["Institute of Medical Psychology, Ludwig Maximilian University Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0001-0757-2648","affiliations":[{"raw_affiliation_string":"Institute of Medical Psychology, Ludwig Maximilian University Munich, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095491747","display_name":"E P\u00f6ppel","orcid":null},"institutions":[{"id":"https://openalex.org/I11406153","display_name":"Shanghai International Studies University","ror":"https://ror.org/01bn89z48","country_code":"CN","type":"education","lineage":["https://openalex.org/I11406153"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Ernst P\u00f6ppel","raw_affiliation_strings":["Institute of Medical Psychology, Ludwig Maximilian University Munich, Munich, Germany","Neurocognitive Image Lab, Shanghai International Studies University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Psychology, Ludwig Maximilian University Munich, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Neurocognitive Image Lab, Shanghai International Studies University, Shanghai, China","institution_ids":["https://openalex.org/I11406153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132863082","display_name":"Ellen Lau","orcid":null},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ellen Lau","raw_affiliation_strings":["Department of Linguistics, University of Maryland, College Park, MD, USA","Program in Neuroscience and Cognitive Science, University of Maryland, College Park, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Linguistics, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Program in Neuroscience and Cognitive Science, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124066559","display_name":"Tilmann H. Sander","orcid":null},"institutions":[{"id":"https://openalex.org/I1285933455","display_name":"Physikalisch-Technische Bundesanstalt","ror":"https://ror.org/05r3f7h03","country_code":"DE","type":"government","lineage":["https://openalex.org/I1285933455","https://openalex.org/I4210136623"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tilmann Sander","raw_affiliation_strings":["Physikalisch-Technische Bundesanstalt, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physikalisch-Technische Bundesanstalt, Berlin, Germany","institution_ids":["https://openalex.org/I1285933455"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5022019473"],"corresponding_institution_ids":["https://openalex.org/I1285933455","https://openalex.org/I66946132","https://openalex.org/I8204097"],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":{"value":2420,"currency":"USD","value_usd":2420},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.78765669,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"120","issue":null,"first_page":"110149","last_page":"110149"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11993","display_name":"Atomic and Subatomic Physics Research","score":0.5716000199317932,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11993","display_name":"Atomic and Subatomic Physics Research","score":0.5716000199317932,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.10660000145435333,"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/T10465","display_name":"Neurobiology of Language and Bilingualism","score":0.06159999966621399,"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/pipeline","display_name":"Pipeline (software)","score":0.7365999817848206},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6129000186920166},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5827999711036682},{"id":"https://openalex.org/keywords/sentence-processing","display_name":"Sentence processing","score":0.5509999990463257},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.49149999022483826},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.4156000018119812}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7854999899864197},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7365999817848206},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6129000186920166},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5827999711036682},{"id":"https://openalex.org/C2780378701","wikidata":"https://www.wikidata.org/wiki/Q7451195","display_name":"Sentence processing","level":3,"score":0.5509999990463257},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.49149999022483826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4812999963760376},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.42260000109672546},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.4156000018119812},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.37959998846054077},{"id":"https://openalex.org/C121934690","wikidata":"https://www.wikidata.org/wiki/Q1084","display_name":"Noun","level":2,"score":0.37209999561309814},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3562999963760376},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.3506999909877777},{"id":"https://openalex.org/C181598458","wikidata":"https://www.wikidata.org/wiki/Q1969643","display_name":"N400","level":4,"score":0.3068999946117401},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.29820001125335693},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.2906000018119812}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bspc.2026.110149","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110149","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.bspc.2026.110149","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110149","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310578","display_name":"University of Maryland","ror":"https://ror.org/01r0c1p88"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1709380962","https://openalex.org/W1963919378","https://openalex.org/W1973042443","https://openalex.org/W1978415413","https://openalex.org/W1987951491","https://openalex.org/W2010222632","https://openalex.org/W2011002703","https://openalex.org/W2013150886","https://openalex.org/W2030489396","https://openalex.org/W2035349619","https://openalex.org/W2035823896","https://openalex.org/W2038735815","https://openalex.org/W2062521259","https://openalex.org/W2133713886","https://openalex.org/W2134297166","https://openalex.org/W2136022845","https://openalex.org/W2139757867","https://openalex.org/W2153287244","https://openalex.org/W2154424175","https://openalex.org/W2154654678","https://openalex.org/W2169918686","https://openalex.org/W2170886006","https://openalex.org/W2195506630","https://openalex.org/W2285151101","https://openalex.org/W2438624061","https://openalex.org/W2552922262","https://openalex.org/W2581653246","https://openalex.org/W2618190870","https://openalex.org/W2643001131","https://openalex.org/W2728684585","https://openalex.org/W2898779558","https://openalex.org/W2978679558","https://openalex.org/W2991549981","https://openalex.org/W3008446396","https://openalex.org/W3014702157","https://openalex.org/W3041034016","https://openalex.org/W3087573529","https://openalex.org/W3087884473","https://openalex.org/W3090156323","https://openalex.org/W3121330187","https://openalex.org/W3194657481","https://openalex.org/W3196276671","https://openalex.org/W3200893299","https://openalex.org/W3201966318","https://openalex.org/W4205281924","https://openalex.org/W4206021577","https://openalex.org/W4213260461","https://openalex.org/W4225307071","https://openalex.org/W4283731272","https://openalex.org/W4291020559","https://openalex.org/W4294281663","https://openalex.org/W4297937117","https://openalex.org/W4380684955","https://openalex.org/W4387007978","https://openalex.org/W4391320917","https://openalex.org/W4391445960","https://openalex.org/W4394765400","https://openalex.org/W4396629589","https://openalex.org/W4399231358","https://openalex.org/W4401844722","https://openalex.org/W4402735283","https://openalex.org/W4405454459","https://openalex.org/W4407461712"],"related_works":[],"abstract_inverted_index":{"OPM-MEG":[0,146,158],"(optically":[1],"pumped":[2],"magnetometers-magnetoencephalography)":[3],"offers":[4],"unprecedented":[5],"opportunity":[6],"in":[7,14,30,69,159],"its":[8],"proximity":[9],"to":[10,27,97,154],"the":[11,66,105,110,152],"brain":[12],"and":[13,124,137,141],"mobility,":[15],"outperforming":[16],"other":[17],"human":[18],"MEG":[19],"systems.":[20],"However,":[21],"movements":[22],"induce":[23],"low-frequency":[24,41],"artifacts":[25],"(up":[26],"\u223c3":[28],"Hz)":[29,123],"this":[31],"system,":[32],"calling":[33],"for":[34],"pipelines":[35],"that":[36,115],"could":[37],"efficiently":[38],"reduce":[39],"these":[40,53],"noises.":[42],"Although":[43],"a":[44,116,144,164],"high-pass":[45,120],"filter":[46],"of":[47,118,167],"e.g.,":[48],"4":[49],"Hz":[50],"may":[51,56],"minimize":[52],"artifacts,":[54],"it":[55,95],"also":[57],"eliminate":[58],"many":[59,81],"event-related":[60],"field":[61,107],"(ERF)":[62],"components,":[63],"such":[64],"as":[65,74],"N400":[67,135],"response":[68],"sentence":[70],"processing":[71],"studies.":[72],"Moreover,":[73],"an":[75,86],"emerging":[76],"technology":[77],"with":[78,85,89,143,157,163],"expensive":[79],"sensors,":[80],"labs":[82],"are":[83],"starting":[84],"experimental":[87],"setup":[88],"fewer":[90],"sensors":[91],"(e.g.,":[92],"\u223c10),":[93],"making":[94],"challenging":[96],"reject":[98],"principal":[99],"components":[100],"based":[101],"on":[102],"visually":[103],"inspecting":[104],"topographic":[106],"maps.":[108],"In":[109],"current":[111,149],"paper,":[112],"we":[113],"show":[114],"combination":[117],"moderate":[119],"filtering":[121],"(1":[122],"evoked-biased":[125],"denoising":[126],"source":[127],"separation":[128],"(evoked-biased":[129],"DSS)":[130],"can":[131],"effectively":[132],"reveal":[133],"typical":[134],"deflections":[136],"effects":[138],"(between":[139],"nouns":[140],"verbs),":[142],"nine-sensor":[145],"setup.":[147],"Our":[148],"pipeline":[150],"paves":[151],"way":[153],"studying":[155],"ERFs":[156],"more":[160],"budget-friendly":[161],"setups":[162],"small":[165],"number":[166],"sensors.":[168]},"counts_by_year":[],"updated_date":"2026-04-04T06:15:33.020886","created_date":"2026-04-04T00:00:00"}