{"id":"https://openalex.org/W4410521876","doi":"https://doi.org/10.1038/s41746-025-01702-2","title":"A multivariate model incorporating subharmonic measurements for evaluating vocal roughness","display_name":"A multivariate model incorporating subharmonic measurements for evaluating vocal roughness","publication_year":2025,"publication_date":"2025-05-20","ids":{"openalex":"https://openalex.org/W4410521876","doi":"https://doi.org/10.1038/s41746-025-01702-2","pmid":"https://pubmed.ncbi.nlm.nih.gov/40394209"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-01702-2","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01702-2","pdf_url":"https://www.nature.com/articles/s41746-025-01702-2.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-025-01702-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043305776","display_name":"Itsuki Kitayama","orcid":null},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Itsuki Kitayama","raw_affiliation_strings":["Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan","institution_ids":["https://openalex.org/I317356780","https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007709774","display_name":"Kiyohito Hosokawa","orcid":"https://orcid.org/0000-0002-5169-1038"},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]},{"id":"https://openalex.org/I4210108563","display_name":"Osaka Police Hospital","ror":"https://ror.org/015x7ap02","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210108563"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kiyohito Hosokawa","raw_affiliation_strings":["Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan. khosokawa@ent.med.osaka-u.ac.jp","Department of Otorhinolaryngology, Osaka Police Hospital (currently, Osaka International Medical and Science Center), Osaka-city, Osaka, Japan. khosokawa@ent.med.osaka-u.ac.jp"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan. khosokawa@ent.med.osaka-u.ac.jp","institution_ids":["https://openalex.org/I98285908","https://openalex.org/I317356780"]},{"raw_affiliation_string":"Department of Otorhinolaryngology, Osaka Police Hospital (currently, Osaka International Medical and Science Center), Osaka-city, Osaka, Japan. khosokawa@ent.med.osaka-u.ac.jp","institution_ids":["https://openalex.org/I4210108563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019650785","display_name":"Shinobu Iwaki","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089895","display_name":"Kobe University Hospital","ror":"https://ror.org/00bb55562","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210089895"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shinobu Iwaki","raw_affiliation_strings":["Department of Rehabilitation, Kobe University Hospital, Kobe-city, Hyogo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rehabilitation, Kobe University Hospital, Kobe-city, Hyogo, Japan","institution_ids":["https://openalex.org/I4210089895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079950485","display_name":"Misao Yoshida","orcid":"https://orcid.org/0000-0002-3991-9626"},"institutions":[{"id":"https://openalex.org/I4210104391","display_name":"Sakai Municipal Hospital","ror":"https://ror.org/014nm9q97","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210104391"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Misao Yoshida","raw_affiliation_strings":["Department of Rehabilitation, Sakai Heisei Hospital, Sakai-city, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rehabilitation, Sakai Heisei Hospital, Sakai-city, Osaka, Japan","institution_ids":["https://openalex.org/I4210104391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001048283","display_name":"Akira Miyauchi","orcid":"https://orcid.org/0000-0003-0041-197X"},"institutions":[{"id":"https://openalex.org/I4210142353","display_name":"Kuma Hospital","ror":"https://ror.org/049913966","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210142353"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Akira Miyauchi","raw_affiliation_strings":["Department of Surgery, Kuma Hospital, Kobe-city, Hyogo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, Kuma Hospital, Kobe-city, Hyogo, Japan","institution_ids":["https://openalex.org/I4210142353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111300190","display_name":"Kenji Aruga","orcid":null},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kenji Aruga","raw_affiliation_strings":["Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan","institution_ids":["https://openalex.org/I317356780","https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011735107","display_name":"Takanari Kawabe","orcid":null},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takanari Kawabe","raw_affiliation_strings":["Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan","institution_ids":["https://openalex.org/I317356780","https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005135477","display_name":"Toshihiro Kishikawa","orcid":"https://orcid.org/0000-0003-0590-3965"},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshihiro Kishikawa","raw_affiliation_strings":["Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan","institution_ids":["https://openalex.org/I317356780","https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050969230","display_name":"Hidenori Tanaka","orcid":"https://orcid.org/0000-0001-6169-290X"},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hidenori Tanaka","raw_affiliation_strings":["Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan","institution_ids":["https://openalex.org/I317356780","https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077947438","display_name":"Takeshi Tsuda","orcid":"https://orcid.org/0000-0002-6861-1700"},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takeshi Tsuda","raw_affiliation_strings":["Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan","institution_ids":["https://openalex.org/I317356780","https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102078508","display_name":"Takashi Sato","orcid":"https://orcid.org/0000-0003-0687-9696"},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takashi Sato","raw_affiliation_strings":["Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan","institution_ids":["https://openalex.org/I317356780","https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039983689","display_name":"Yukinori Takenaka","orcid":"https://orcid.org/0000-0002-3135-5635"},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yukinori Takenaka","raw_affiliation_strings":["Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan","institution_ids":["https://openalex.org/I317356780","https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108017658","display_name":"Makoto Ogawa","orcid":"https://orcid.org/0000-0002-7074-1280"},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Makoto Ogawa","raw_affiliation_strings":["Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan","institution_ids":["https://openalex.org/I317356780","https://openalex.org/I98285908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048212731","display_name":"Hidenori Inohara","orcid":"https://orcid.org/0000-0003-4473-1203"},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hidenori Inohara","raw_affiliation_strings":["Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology and Head & Neck Surgery, The University of Osaka Graduate School of Medicine, Suita-city, Osaka, Japan","institution_ids":["https://openalex.org/I317356780","https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":14,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":4.3058,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.9415423,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"8","issue":"1","first_page":"295","last_page":"295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T10863","display_name":"Voice and Speech Disorders","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10403","display_name":"Phonetics and Phonology Research","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/subharmonic","display_name":"Subharmonic","score":0.7696366310119629},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.573211133480072},{"id":"https://openalex.org/keywords/surface-finish","display_name":"Surface finish","score":0.48839420080184937},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.48746562004089355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4131214916706085},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.352436363697052},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2374964952468872},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16997775435447693},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.15614309906959534},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.14778479933738708},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09730216860771179}],"concepts":[{"id":"https://openalex.org/C193687819","wikidata":"https://www.wikidata.org/wiki/Q7631190","display_name":"Subharmonic","level":3,"score":0.7696366310119629},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.573211133480072},{"id":"https://openalex.org/C71039073","wikidata":"https://www.wikidata.org/wiki/Q3439090","display_name":"Surface finish","level":2,"score":0.48839420080184937},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.48746562004089355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4131214916706085},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.352436363697052},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2374964952468872},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16997775435447693},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.15614309906959534},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.14778479933738708},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09730216860771179},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s41746-025-01702-2","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01702-2","pdf_url":"https://www.nature.com/articles/s41746-025-01702-2.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:40394209","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40394209","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":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:irdb.nii.ac.jp:01056:0006998017","is_oa":true,"landing_page_url":"https://hdl.handle.net/11094/102901","pdf_url":"https://ir.library.osaka-u.ac.jp/repo/ouka/all/102901/npjDigitMed_8_1_295.pdf","source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine","raw_type":"journal article"},{"id":"pmh:oai:doaj.org/article:d7c638a43752419ba2210e55af01bb0e","is_oa":true,"landing_page_url":"https://doaj.org/article/d7c638a43752419ba2210e55af01bb0e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-10 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12092608","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12092608","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-01702-2","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01702-2","pdf_url":"https://www.nature.com/articles/s41746-025-01702-2.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2011057665","display_name":null,"funder_award_id":"JP21K16842","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410521876.pdf","grobid_xml":"https://content.openalex.org/works/W4410521876.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W17259690","https://openalex.org/W1564901016","https://openalex.org/W1971884363","https://openalex.org/W1994997260","https://openalex.org/W2009403211","https://openalex.org/W2014889968","https://openalex.org/W2020047829","https://openalex.org/W2026356444","https://openalex.org/W2034628183","https://openalex.org/W2038350667","https://openalex.org/W2040693418","https://openalex.org/W2078039654","https://openalex.org/W2089759944","https://openalex.org/W2090439810","https://openalex.org/W2115002300","https://openalex.org/W2121313925","https://openalex.org/W2143167766","https://openalex.org/W2163773871","https://openalex.org/W2300052411","https://openalex.org/W2496549262","https://openalex.org/W2571219739","https://openalex.org/W2618592238","https://openalex.org/W2770812953","https://openalex.org/W2786023910","https://openalex.org/W2791312115","https://openalex.org/W2898672707","https://openalex.org/W2899241940","https://openalex.org/W2961090176","https://openalex.org/W4205974199","https://openalex.org/W4248666415","https://openalex.org/W4252127069","https://openalex.org/W4390100154","https://openalex.org/W4405733622","https://openalex.org/W6726606145"],"related_works":["https://openalex.org/W4297822083","https://openalex.org/W4251716755","https://openalex.org/W2027014902","https://openalex.org/W4287815158","https://openalex.org/W2164484611","https://openalex.org/W4252651742","https://openalex.org/W2013222437","https://openalex.org/W2566738005","https://openalex.org/W5725554","https://openalex.org/W2109392081"],"abstract_inverted_index":{"The":[0,61,98],"assessment":[1],"of":[2,13,28,34,38,70,75,120],"voice":[3],"quality":[4],"plays":[5],"a":[6,20,45,54,72,86,105,114],"critical":[7],"role":[8],"in":[9],"the":[10,25,35,66,81,118],"clinical":[11],"evaluation":[12,119],"hoarseness.":[14,39],"However,":[15],"no":[16],"study":[17],"has":[18],"established":[19],"highly":[21],"accurate":[22],"method":[23],"for":[24,49,117],"auditory\u2013perceptual":[26,109],"judgment":[27],"vocal":[29,51,121],"roughness,":[30,110],"which":[31],"is":[32],"one":[33],"major":[36],"components":[37],"In":[40],"this":[41],"study,":[42],"we":[43,79],"developed":[44],"multivariate":[46],"acoustic":[47,82,88,96],"model":[48,89],"quantifying":[50],"roughness":[52,83],"using":[53],"tailored":[55],"fundamental":[56],"frequency":[57],"(fo)":[58],"estimation":[59],"algorithm.":[60],"newly":[62],"devised":[63],"parameters":[64,93],"enabled":[65],"classification":[67],"and":[68,104],"quantification":[69],"subharmonics,":[71],"key":[73],"component":[74],"rough":[76],"voice.":[77],"Furthermore,":[78],"introduce":[80],"index":[84,116],"(ARI),":[85],"predictive":[87],"that":[90],"integrates":[91],"these":[92],"with":[94,108],"existing":[95],"parameters.":[97],"ARI":[99],"demonstrates":[100],"high":[101],"diagnostic":[102],"accuracy":[103],"strong":[106],"correlation":[107],"establishing":[111],"it":[112],"as":[113],"robust":[115],"roughness.":[122]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
