{"id":"https://openalex.org/W2886932640","doi":"https://doi.org/10.1109/memea.2018.8438746","title":"Mining Audiograms to Improve the Interpretability of Automated Audiometry Measurements","display_name":"Mining Audiograms to Improve the Interpretability of Automated Audiometry Measurements","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2886932640","doi":"https://doi.org/10.1109/memea.2018.8438746","mag":"2886932640"},"language":"en","primary_location":{"id":"doi:10.1109/memea.2018.8438746","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea.2018.8438746","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","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/A5014616674","display_name":"Fran\u00e7ois Charih","orcid":"https://orcid.org/0000-0002-7931-8921"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Francois Charih","raw_affiliation_strings":["Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052984998","display_name":"Matthew Bromwich","orcid":null},"institutions":[{"id":"https://openalex.org/I2799330578","display_name":"Children's Hospital of Eastern Ontario","ror":"https://ror.org/05nsbhw27","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2799330578"]},{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Matthew Bromwich","raw_affiliation_strings":["Children\u2019s Hospital of Eastern Ontario Faculty of Medicine, University of Ottawa Clearwater Clinical Limited, Ottawa, ON, Canada","Children's Hospital of Eastern Ontario Faculty of Medicine, University of Ottawa Clearwater Clinical Limited, Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Children\u2019s Hospital of Eastern Ontario Faculty of Medicine, University of Ottawa Clearwater Clinical Limited, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I2799330578","https://openalex.org/I153718931"]},{"raw_affiliation_string":"Children's Hospital of Eastern Ontario Faculty of Medicine, University of Ottawa Clearwater Clinical Limited, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I2799330578","https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057540237","display_name":"Ren\u00e9e Lefran\u00e7ois","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Renee Lefrancois","raw_affiliation_strings":["Clearwater Clinical Limited, Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Clearwater Clinical Limited, Ottawa, ON, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112002596","display_name":"Amy E. Mark","orcid":null},"institutions":[{"id":"https://openalex.org/I2799330578","display_name":"Children's Hospital of Eastern Ontario","ror":"https://ror.org/05nsbhw27","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2799330578"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Amy E. Mark","raw_affiliation_strings":["Clearwater Clinical Limited., Children\u2019s Hospital of Eastern Ontario Research Institute, Ottawa, ON, Canada","Clearwater Clinical Limited., Children's Hospital of Eastern Ontario Research Institute, Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Clearwater Clinical Limited., Children\u2019s Hospital of Eastern Ontario Research Institute, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I2799330578"]},{"raw_affiliation_string":"Clearwater Clinical Limited., Children's Hospital of Eastern Ontario Research Institute, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I2799330578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078223816","display_name":"James R. Green","orcid":"https://orcid.org/0000-0002-6039-2355"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"James R. Green","raw_affiliation_strings":["Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5014616674"],"corresponding_institution_ids":["https://openalex.org/I67031392"],"apc_list":null,"apc_paid":null,"fwci":0.4938,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.62598542,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"23","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9998999834060669,"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/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9998999834060669,"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/T11692","display_name":"Noise Effects and Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/audiogram","display_name":"Audiogram","score":0.9108926057815552},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6897578239440918},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.6432205438613892},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6033362746238708},{"id":"https://openalex.org/keywords/hearing-loss","display_name":"Hearing loss","score":0.5280094146728516},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5095729827880859},{"id":"https://openalex.org/keywords/audiometry","display_name":"Audiometry","score":0.5012516975402832},{"id":"https://openalex.org/keywords/hearing-aid","display_name":"Hearing aid","score":0.4230920672416687},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3880354166030884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.367683470249176},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26933783292770386},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.25743532180786133}],"concepts":[{"id":"https://openalex.org/C17743292","wikidata":"https://www.wikidata.org/wiki/Q781050","display_name":"Audiogram","level":3,"score":0.9108926057815552},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6897578239440918},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.6432205438613892},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6033362746238708},{"id":"https://openalex.org/C2780493683","wikidata":"https://www.wikidata.org/wiki/Q16035842","display_name":"Hearing loss","level":2,"score":0.5280094146728516},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5095729827880859},{"id":"https://openalex.org/C2780554537","wikidata":"https://www.wikidata.org/wiki/Q758881","display_name":"Audiometry","level":3,"score":0.5012516975402832},{"id":"https://openalex.org/C2780801066","wikidata":"https://www.wikidata.org/wiki/Q323808","display_name":"Hearing aid","level":2,"score":0.4230920672416687},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3880354166030884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.367683470249176},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26933783292770386},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.25743532180786133},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/memea.2018.8438746","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea.2018.8438746","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W926557749","https://openalex.org/W1511075325","https://openalex.org/W1975793536","https://openalex.org/W1987971958","https://openalex.org/W1996440955","https://openalex.org/W1997455111","https://openalex.org/W2000757457","https://openalex.org/W2001897014","https://openalex.org/W2017176818","https://openalex.org/W2018451807","https://openalex.org/W2029939877","https://openalex.org/W2036441505","https://openalex.org/W2053154970","https://openalex.org/W2102047232","https://openalex.org/W2103429353","https://openalex.org/W2143310617","https://openalex.org/W2164777277","https://openalex.org/W2171772650","https://openalex.org/W2286451816","https://openalex.org/W2327059828","https://openalex.org/W2343415715","https://openalex.org/W2553761702","https://openalex.org/W2746180510","https://openalex.org/W4233482893","https://openalex.org/W6630580286","https://openalex.org/W6815075500"],"related_works":["https://openalex.org/W2407147607","https://openalex.org/W2233617636","https://openalex.org/W2177546050","https://openalex.org/W4386492538","https://openalex.org/W4361295953","https://openalex.org/W2076190922","https://openalex.org/W1965087807","https://openalex.org/W2330193825","https://openalex.org/W4288760132","https://openalex.org/W4230621311"],"abstract_inverted_index":{"Many":[0],"people":[1],"with":[2],"hearing":[3,19,32,64,83],"loss":[4],"are":[5,95,195],"unaware":[6],"of":[7,51,86,123,132,136,152,176,183,211],"it":[8,59,79],"and":[9,37,55,97,107,140],"do":[10],"not":[11],"seek":[12],"benefit":[13],"from":[14,156,179,220],"available":[15],"interventions":[16],"such":[17],"as":[18],"aids.":[20],"This":[21],"is":[22],"in":[23,35,46,53,134],"part":[24],"due":[25],"to":[26,30,61,66,81,103,108,148,198,214],"the":[27,49,93,117,121,130,174,205,209],"limited":[28,101],"accessibility":[29],"qualified":[31],"healthcare":[33],"providers":[34],"developing":[36],"developed":[38],"countries":[39],"alike.":[40],"Automated":[41],"audiometry,":[42],"which":[43],"has":[44],"gained":[45],"popularity":[47],"amidst":[48],"torrent":[50],"advances":[52],"telemedicine":[54],"mobile":[56],"health,":[57],"makes":[58,78],"possible":[60,80],"deliver":[62],"basic":[63],"tests":[65],"remote":[67],"or":[68],"otherwise":[69],"underserved":[70],"communities":[71],"at":[72],"low":[73,199],"cost.":[74],"While":[75],"this":[76,113],"technology":[77],"perform":[82],"assessments":[84],"outside":[85],"a":[87,100,124,150,157,165,180],"sound":[88],"booth,":[89],"many":[90],"individuals":[91],"administering":[92],"test":[94],"non-specialists,":[96],"thus,":[98],"have":[99],"ability":[102],"interpret":[104],"audiometric":[105,221],"measurements":[106],"make":[109,217],"tailored":[110],"recommendations.":[111],"In":[112,161],"paper,":[114],"we":[115,144,163],"present":[116,164],"first":[118],"steps":[119],"towards":[120],"development":[122],"flexible,":[125],"supervised":[126],"learning":[127,212],"approach":[128,147],"for":[129,173],"classification":[131],"audiograms":[133,155],"terms":[135],"their":[137],"shape,":[138],"severity":[139],"symmetry.":[141],"More":[142],"specifically,":[143],"outline":[145],"our":[146,193],"building":[149],"set":[151],"non-redundant,":[153],"annotation-ready":[154],"much":[158],"larger":[159],"dataset.":[160],"addition,":[162],"Rapid":[166],"Audiogram":[167],"Annotation":[168],"Environment":[169],"(RAAE)":[170],"designed":[171],"specifically":[172],"collection":[175],"audiogram":[177],"annotations":[178,190],"large":[181],"community":[182],"expert":[184],"audiologists.":[185],"Preliminary":[186],"results":[187],"indicate":[188],"that":[189],"provided":[191],"through":[192,204],"environment":[194],"consistent":[196],"leading":[197],"intra-coder":[200],"variability.":[201],"Data":[202],"gathered":[203],"RAAE":[206],"will":[207],"form":[208],"basis":[210],"algorithms":[213],"help":[215],"non-experts":[216],"better":[218],"decisions":[219],"data.":[222]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
