{"id":"https://openalex.org/W2767652158","doi":"https://doi.org/10.7287/peerj.preprints.3399v1","title":"Objective detection of auditory steady-state responses based on mutual information: Receiver operating characteristics and validation across modulation rates and levels","display_name":"Objective detection of auditory steady-state responses based on mutual information: Receiver operating characteristics and validation across modulation rates and levels","publication_year":2017,"publication_date":"2017-11-09","ids":{"openalex":"https://openalex.org/W2767652158","doi":"https://doi.org/10.7287/peerj.preprints.3399v1","mag":"2767652158"},"language":"en","primary_location":{"id":"doi:10.7287/peerj.preprints.3399v1","doi":"https://doi.org/10.7287/peerj.preprints.3399v1","is_oa":true,"landing_page_url":"https://doi.org/10.7287/peerj.preprints.3399v1","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.7287/peerj.preprints.3399v1","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060159670","display_name":"Gavin M. Bidelman","orcid":"https://orcid.org/0000-0002-1821-3261","observed_orcids":["https://orcid.org/0000-0002-1821-3261"]},"institutions":[{"id":"https://openalex.org/I160606119","display_name":"University of Tennessee Health Science Center","ror":"https://ror.org/0011qv509","country_code":"US","type":"education","lineage":["https://openalex.org/I160606119"]},{"id":"https://openalex.org/I94658018","display_name":"University of Memphis","ror":"https://ror.org/01cq23130","country_code":"US","type":"education","lineage":["https://openalex.org/I94658018"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gavin M Bidelman","raw_affiliation_strings":["Department of Anatomy and Neurobiology, Univeristy of Tennessee Health Sciences Center, Memphis, Tennessee, United States","Institute for Intelligent Systems, University of Memphis, Memphis, TN, United States","School of Communication Sciences & Disorders, University of Memphis, Memphis, Tennessee, United States"],"raw_orcid":"https://orcid.org/0000-0002-1821-3261","affiliations":[{"raw_affiliation_string":"Department of Anatomy and Neurobiology, Univeristy of Tennessee Health Sciences Center, Memphis, Tennessee, United States","institution_ids":["https://openalex.org/I160606119"]},{"raw_affiliation_string":"Institute for Intelligent Systems, University of Memphis, Memphis, TN, United States","institution_ids":["https://openalex.org/I94658018"]},{"raw_affiliation_string":"School of Communication Sciences & Disorders, University of Memphis, Memphis, Tennessee, United States","institution_ids":["https://openalex.org/I94658018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009888314","display_name":"Claire McElwain","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I94658018","display_name":"University of Memphis","ror":"https://ror.org/01cq23130","country_code":"US","type":"education","lineage":["https://openalex.org/I94658018"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Claire McElwain","raw_affiliation_strings":["School of Communication Sciences & Disorders, University of Memphis, Memphis, Tennessee, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Communication Sciences & Disorders, University of Memphis, Memphis, Tennessee, United States","institution_ids":["https://openalex.org/I94658018"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10334","display_name":"Hearing, Cochlea, Tinnitus, Genetics","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"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/T10334","display_name":"Hearing, Cochlea, Tinnitus, Genetics","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"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/T10788","display_name":"Neuroscience and Music Perception","score":0.007400000002235174,"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/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.004900000058114529,"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/auditory-steady-state-response","display_name":"auditory steady-state response","score":0.996999979019165},{"id":"https://openalex.org/keywords/mutual-information","display_name":"mutual information","score":0.9829999804496765},{"id":"https://openalex.org/keywords/modulation-rate","display_name":"modulation rate","score":0.9169999957084656},{"id":"https://openalex.org/keywords/stimulus-level","display_name":"stimulus level","score":0.9760000109672546},{"id":"https://openalex.org/keywords/hearing-threshold-estimation","display_name":"hearing threshold estimation","score":0.7210000157356262},{"id":"https://openalex.org/keywords/auditory-pathway-integrity","display_name":"auditory pathway integrity","score":0.8629999756813049},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"receiver operating characteristic","score":0.7020000219345093},{"id":"https://openalex.org/keywords/normative-ranges","display_name":"normative ranges","score":0.6060000061988831}],"concepts":[{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.5619152188301086},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5459529161453247},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.5136591792106628},{"id":"https://openalex.org/C137270730","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Detection theory","level":3,"score":0.4344474673271179},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.4134480357170105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39278143644332886},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.35703516006469727},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3019832372665405},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2759820818901062},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20352518558502197},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1764189600944519},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10860314965248108},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.7287/peerj.preprints.3399v1","doi":"https://doi.org/10.7287/peerj.preprints.3399v1","is_oa":true,"landing_page_url":"https://doi.org/10.7287/peerj.preprints.3399v1","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.7287/peerj.preprints.3399v1","doi":"https://doi.org/10.7287/peerj.preprints.3399v1","is_oa":true,"landing_page_url":"https://doi.org/10.7287/peerj.preprints.3399v1","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[{"display_name":"Peace, justice, and strong institutions","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/16"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4410407104","https://openalex.org/W2289244577","https://openalex.org/W2518713465","https://openalex.org/W2071123193","https://openalex.org/W1998107460","https://openalex.org/W2974389347","https://openalex.org/W2793814058","https://openalex.org/W2082981286","https://openalex.org/W258536174","https://openalex.org/W2136917936"],"abstract_inverted_index":{"Auditory":[0],"steady-state":[1],"responses":[2,88,158],"(ASSRs)":[3],"are":[4,23],"sustained":[5],"potentials":[6],"used":[7,173],"to":[8,31,41,89,115,135,155,163,174,190,200,234],"assess":[9],"the":[10,14,33,208],"physiological":[11],"integrity":[12],"of":[13,36,141,227],"auditory":[15],"pathway":[16],"and":[17,56,125,149,159,186,230],"objectively":[18],"estimate":[19],"hearing":[20,113],"thresholds.":[21],"ASSRs":[22,71,107,136],"typically":[24],"analyzed":[25],"using":[26,101],"statistical":[27],"procedures":[28],"in":[29,45,60,110,119],"order":[30],"remove":[32],"subjective":[34],"bias":[35],"human":[37],"operators.":[38],"Knowing":[39],"when":[40],"terminate":[42],"signal":[43,212],"averaging":[44],"ASSR":[46,142,182,194,228,239],"testing":[47],"is":[48],"also":[49],"critical":[50],"for":[51,70,84,152,160,178,180,193,206,211,238],"making":[52],"efficient":[53,204],"clinical":[54],"decisions":[55],"obtaining":[57],"high-quality":[58],"data":[59],"empirical":[61],"research.":[62],"Here,":[63],"we":[64],"investigated":[65],"a":[66,103,202,224],"new":[67,215],"detection":[68,143,183],"metric":[69,205],"based":[72],"on":[73],"mutual":[74],"information":[75],"(MI)":[76],"[Bidelman,":[77],"G.":[78],"M.":[79],"(2014).":[80],"Objective":[81],"information-theoretic":[82],"algorithm":[83],"detecting":[85],"brainstem":[86],"evoked":[87],"complex":[90],"stimuli.":[91],"J.":[92],"Am.":[93],"Acad.":[94],"Audiol.,":[95],"25(8),":[96],"711-722],":[97],"previously":[98],"bench":[99],"tested":[100],"only":[102],"single":[104],"suprathreshold":[105],"stimulus.":[106],"were":[108,172],"measured":[109],"n=10":[111],"normal":[112],"listeners":[114],"various":[116],"stimuli":[117,229],"varying":[118],"modulation":[120],"rate":[121],"(40,":[122],"80":[123,156],"Hz)":[124],"level":[126],"(80":[127],"\u2013":[128],"20":[129],"dB":[130],"SPL).":[131],"MI-based":[132],"classifiers":[133],"applied":[134,222],"recordings":[137],"showed":[138],"that":[139,218],"accuracy":[140],"ranged":[144],"from":[145],"~75":[146],"-":[147],"99%":[148],"was":[150,198],"better":[151],"40":[153],"compared":[154,162],"Hz":[157],"higher":[161],"lower":[164],"stimulus":[165],"levels.":[166],"Detailed":[167],"receiver":[168],"operating":[169],"characteristics":[170],"(ROC)":[171],"establish":[175],"normative":[176],"ranges":[177],"MI":[179,197,219],"reliable":[181],"across":[184,223],"levels":[185],"rates":[187],"(MI=0.9-1.6).":[188],"Relative":[189],"current":[191],"statistics":[192],"identification":[195],"(F-test),":[196],"found":[199],"be":[201,221],"more":[203],"determining":[207],"stopping":[209],"criterion":[210],"averaging.":[213],"Our":[214],"results":[216],"confirm":[217],"can":[220],"broad":[225],"range":[226],"might":[231],"offer":[232],"improvements":[233],"conventional":[235],"objective":[236],"techniques":[237],"detection.":[240]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2017-11-17T00:00:00"}
