{"id":"https://openalex.org/W4221094320","doi":"https://doi.org/10.1109/jbhi.2022.3159263","title":"A Deep Learning Approach for Detecting Otitis Media From Wideband Tympanometry Measurements","display_name":"A Deep Learning Approach for Detecting Otitis Media From Wideband Tympanometry Measurements","publication_year":2022,"publication_date":"2022-03-15","ids":{"openalex":"https://openalex.org/W4221094320","doi":"https://doi.org/10.1109/jbhi.2022.3159263","pmid":"https://pubmed.ncbi.nlm.nih.gov/35290196"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2022.3159263","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3159263","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9813470/09735386.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/6221020/9813470/09735386.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Josefine Vilsboll Sundgaard","orcid":"https://orcid.org/0000-0003-2872-4660"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Josefine Vilsboll Sundgaard","raw_affiliation_strings":["Departmentof Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"Departmentof Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Peter Bray","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120804","display_name":"Interacoustics (Denmark)","ror":"https://ror.org/02x50w080","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210120804"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Peter Bray","raw_affiliation_strings":["Interacoustics A/S, Middelfart, Denmark"],"affiliations":[{"raw_affiliation_string":"Interacoustics A/S, Middelfart, Denmark","institution_ids":["https://openalex.org/I4210120804"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Soren Laugesen","orcid":"https://orcid.org/0000-0001-9531-9978"},"institutions":[{"id":"https://openalex.org/I4210120804","display_name":"Interacoustics (Denmark)","ror":"https://ror.org/02x50w080","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210120804"]},{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Soren Laugesen","raw_affiliation_strings":["Interacoustics Research Unit C/O, Technical University of Denmark, Kongens Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"Interacoustics Research Unit C/O, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I4210120804","https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":null,"display_name":"James Harte","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120804","display_name":"Interacoustics (Denmark)","ror":"https://ror.org/02x50w080","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210120804"]},{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"James Harte","raw_affiliation_strings":["Interacoustics Research Unit C/O, Technical University of Denmark, Kongens Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"Interacoustics Research Unit C/O, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I4210120804","https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yosuke Kamide","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yosuke Kamide","raw_affiliation_strings":["Kamide ENT Clinic, Shizuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Kamide ENT Clinic, Shizuoka, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chiemi Tanaka","orcid":"https://orcid.org/0000-0002-8390-8369"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chiemi Tanaka","raw_affiliation_strings":["Diatec Japan K.K., Kanagawa, Japan"],"affiliations":[{"raw_affiliation_string":"Diatec Japan K.K., Kanagawa, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Anders Nymark Christensen","orcid":"https://orcid.org/0000-0002-3668-3128"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Anders Nymark Christensen","raw_affiliation_strings":["Departmentof Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"Departmentof Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"last","author":{"id":null,"display_name":"Rasmus R. Paulsen","orcid":"https://orcid.org/0000-0003-0647-3215"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Rasmus R. Paulsen","raw_affiliation_strings":["Departmentof Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"Departmentof Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I96673099"],"apc_list":null,"apc_paid":null,"fwci":4.4459,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.95897756,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"26","issue":"7","first_page":"2974","last_page":"2982"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10861","display_name":"Ear Surgery and Otitis Media","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2733","display_name":"Otorhinolaryngology"},"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/T10861","display_name":"Ear Surgery and Otitis Media","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2733","display_name":"Otorhinolaryngology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10542","display_name":"Vestibular and auditory disorders","score":0.0026000000070780516,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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":0.0013000000035390258,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/tympanometry","display_name":"Tympanometry","score":0.9473999738693237},{"id":"https://openalex.org/keywords/wideband","display_name":"Wideband","score":0.6930000185966492},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.616599977016449},{"id":"https://openalex.org/keywords/otitis","display_name":"Otitis","score":0.454800009727478},{"id":"https://openalex.org/keywords/acute-otitis-media","display_name":"Acute otitis media","score":0.3734999895095825},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.310699999332428}],"concepts":[{"id":"https://openalex.org/C2780283655","wikidata":"https://www.wikidata.org/wiki/Q1671504","display_name":"Tympanometry","level":4,"score":0.9473999738693237},{"id":"https://openalex.org/C2780202535","wikidata":"https://www.wikidata.org/wiki/Q4524457","display_name":"Wideband","level":2,"score":0.6930000185966492},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6607999801635742},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.616599977016449},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6086000204086304},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.45910000801086426},{"id":"https://openalex.org/C2776439223","wikidata":"https://www.wikidata.org/wiki/Q480700","display_name":"Otitis","level":2,"score":0.454800009727478},{"id":"https://openalex.org/C2908979688","wikidata":"https://www.wikidata.org/wiki/Q223254","display_name":"Acute otitis media","level":3,"score":0.3734999895095825},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33899998664855957},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.3116999864578247},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.310699999332428},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.29919999837875366},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26649999618530273},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.25679999589920044},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2565000057220459}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000158","descriptor_name":"Acoustic Impedance Tests","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000158","descriptor_name":"Acoustic Impedance Tests","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000158","descriptor_name":"Acoustic Impedance Tests","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010033","descriptor_name":"Otitis Media","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D010033","descriptor_name":"Otitis Media","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D010033","descriptor_name":"Otitis Media","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D010034","descriptor_name":"Otitis Media with Effusion","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D010034","descriptor_name":"Otitis Media with Effusion","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D010034","descriptor_name":"Otitis Media with Effusion","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2022.3159263","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3159263","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9813470/09735386.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:35290196","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35290196","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/jbhi.2022.3159263","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3159263","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9813470/09735386.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320331522","display_name":"William Demant Fonden","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4221094320.pdf","grobid_xml":"https://content.openalex.org/works/W4221094320.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1966887569","https://openalex.org/W1980276147","https://openalex.org/W1990945560","https://openalex.org/W2032339839","https://openalex.org/W2045987236","https://openalex.org/W2057597375","https://openalex.org/W2070453149","https://openalex.org/W2091097388","https://openalex.org/W2106540900","https://openalex.org/W2108598243","https://openalex.org/W2132767035","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2240284866","https://openalex.org/W2948198272","https://openalex.org/W2962858109","https://openalex.org/W2963108767","https://openalex.org/W2969827435","https://openalex.org/W2982872774","https://openalex.org/W2998508940","https://openalex.org/W3007943565","https://openalex.org/W3012103507","https://openalex.org/W3036319923","https://openalex.org/W3111343554","https://openalex.org/W3136619793","https://openalex.org/W3158038211","https://openalex.org/W3160114109","https://openalex.org/W4213291014","https://openalex.org/W4240764580","https://openalex.org/W4246040402","https://openalex.org/W6631190155","https://openalex.org/W6637373629","https://openalex.org/W6684191040","https://openalex.org/W6845660174"],"related_works":[],"abstract_inverted_index":{"This":[0],"study":[1],"shows":[2],"how":[3],"advanced":[4],"deep":[5],"learning":[6],"methods":[7],"enable":[8],"automatic":[9],"diagnosis":[10],"of":[11],"otitis":[12],"media":[13],"based":[14],"on":[15],"wideband":[16],"tympanometry":[17],"measurements,":[18],"which":[19],"could":[20],"become":[21],"a":[22],"valuable":[23],"diagnostic":[24],"tool.":[25]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2022-04-03T00:00:00"}
