{"id":"https://openalex.org/W2221238724","doi":"https://doi.org/10.1109/bibe.2015.7367737","title":"Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale","display_name":"Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale","publication_year":2015,"publication_date":"2015-11-01","ids":{"openalex":"https://openalex.org/W2221238724","doi":"https://doi.org/10.1109/bibe.2015.7367737","mag":"2221238724"},"language":"en","primary_location":{"id":"doi:10.1109/bibe.2015.7367737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe.2015.7367737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5112025163","display_name":"Bet\u00fcl Erdo\u011fdu \u015eakar","orcid":"https://orcid.org/0000-0001-8210-613X"},"institutions":[{"id":"https://openalex.org/I128277893","display_name":"Bah\u00e7e\u015fehir University","ror":"https://ror.org/00yze4d93","country_code":"TR","type":"education","lineage":["https://openalex.org/I128277893"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Betul Erdogdu Sakar","raw_affiliation_strings":["Department of Software Engineering, Bahcesehir University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Bahcesehir University, Istanbul, Turkey","institution_ids":["https://openalex.org/I128277893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005067115","display_name":"C. Okan Sakar","orcid":"https://orcid.org/0000-0003-0639-4867"},"institutions":[{"id":"https://openalex.org/I128277893","display_name":"Bah\u00e7e\u015fehir University","ror":"https://ror.org/00yze4d93","country_code":"TR","type":"education","lineage":["https://openalex.org/I128277893"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"C. Okan Sakar","raw_affiliation_strings":["Department of Computer Engineering, Bahcesehir University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Bahcesehir University, Istanbul, Turkey","institution_ids":["https://openalex.org/I128277893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022727512","display_name":"G\u00f6rkem Serbes","orcid":"https://orcid.org/0000-0003-4591-7368"},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gorkem Serbes","raw_affiliation_strings":["Department of Biomedical Engineering, Yildiz Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Yildiz Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4101805"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075935061","display_name":"Olcay Kur\u015fun","orcid":"https://orcid.org/0000-0001-7153-2061"},"institutions":[{"id":"https://openalex.org/I67581229","display_name":"Istanbul University","ror":"https://ror.org/03a5qrr21","country_code":"TR","type":"education","lineage":["https://openalex.org/I67581229"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Olcay Kursun","raw_affiliation_strings":["Department of Computer Engineering, Istanbul University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Istanbul University, Istanbul, Turkey","institution_ids":["https://openalex.org/I67581229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.3587,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.93966059,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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/T11309","display_name":"Music and Audio Processing","score":0.984000027179718,"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"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9767000079154968,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rating-scale","display_name":"Rating scale","score":0.7158994674682617},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.6052219867706299},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4829653799533844},{"id":"https://openalex.org/keywords/motor-symptoms","display_name":"Motor symptoms","score":0.46795618534088135},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.4440625309944153},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4367567002773285},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3558828830718994},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3414551019668579},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3297843337059021},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27888160943984985},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.07866713404655457}],"concepts":[{"id":"https://openalex.org/C83849319","wikidata":"https://www.wikidata.org/wiki/Q7295720","display_name":"Rating scale","level":2,"score":0.7158994674682617},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.6052219867706299},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4829653799533844},{"id":"https://openalex.org/C3018987647","wikidata":"https://www.wikidata.org/wiki/Q3221083","display_name":"Motor symptoms","level":4,"score":0.46795618534088135},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.4440625309944153},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4367567002773285},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3558828830718994},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3414551019668579},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3297843337059021},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27888160943984985},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.07866713404655457},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibe.2015.7367737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe.2015.7367737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1206235977","https://openalex.org/W1551909886","https://openalex.org/W1766594731","https://openalex.org/W1789878349","https://openalex.org/W2001911005","https://openalex.org/W2006199542","https://openalex.org/W2049474487","https://openalex.org/W2075987325","https://openalex.org/W2100534701","https://openalex.org/W2104953067","https://openalex.org/W2139724666","https://openalex.org/W2154029067","https://openalex.org/W2172000360","https://openalex.org/W2187675748","https://openalex.org/W3120740533","https://openalex.org/W4230683138","https://openalex.org/W4285719527","https://openalex.org/W6638281249","https://openalex.org/W6686831114"],"related_works":["https://openalex.org/W3088070796","https://openalex.org/W3113736494","https://openalex.org/W1605377341","https://openalex.org/W3117140735","https://openalex.org/W3118175407","https://openalex.org/W4300409703","https://openalex.org/W2775767512","https://openalex.org/W3150365316","https://openalex.org/W2913756183","https://openalex.org/W4254915353"],"abstract_inverted_index":{"Recently,":[0],"there":[1],"is":[2,163],"an":[3,113],"increasing":[4],"motivation":[5],"to":[6,84,148,156,204],"develop":[7],"telemonitoring":[8,62,117],"systems":[9,20,63],"that":[10,91,176,197,213],"enable":[11],"cost-effective":[12],"screening":[13],"of":[14,37,45,56,69,105,120,123,210,222],"Parkinson's":[15],"Disease":[16],"(PD)":[17],"patients.":[18,107,126],"These":[19],"are":[21,179],"generally":[22],"based":[23,64],"on":[24,65],"measuring":[25],"the":[26,35,46,53,57,67,86,96,101,129,146,158,169,184,189,198,223],"motor":[27,75,140,199],"system":[28],"disorders":[29,178],"seen":[30,49,182],"in":[31,52,73,183],"PD":[32,50,106,116,125,159],"patients":[33,160,185],"by":[34,95],"help":[36],"non-invasive":[38],"data":[39],"collection":[40],"tools.":[41],"Vocal":[42],"impairments":[43,71,215],"one":[44],"most":[47],"commonly":[48],"symptoms":[51],"early":[54,220],"stages":[55],"disease,":[58],"and":[59,144,151],"building":[60],"such":[61],"detecting":[66],"level":[68],"vocal":[70,97,214],"results":[72,174],"reliable":[74],"UPDRS":[76,88,130,141,162,187,200,208],"tracking":[77],"systems.":[78],"In":[79],"this":[80,109],"paper,":[81],"we":[82,111],"aim":[83],"determine":[85],"optimal":[87],"threshold":[89,142,171,192,209],"value":[90,193],"can":[92,216],"be":[93,217],"discriminated":[94],"features":[98,147],"extracted":[99],"from":[100,202],"sustained":[102],"vowel":[103],"phonations":[104],"For":[108],"purpose,":[110],"used":[112,218],"online":[114],"available":[115],"dataset":[118],"consisting":[119],"speech":[121,177],"recordings":[122],"42":[124],"We":[127],"converted":[128],"prediction":[131],"problem":[132,137],"into":[133],"a":[134],"binary":[135],"classification":[136],"for":[138],"various":[139],"values,":[143],"fed":[145],"k-Nearest":[149],"Neighbor":[150],"Support":[152],"Vector":[153],"Machines":[154],"classifiers":[155],"discriminate":[157],"whose":[161,186],"less":[164],"than":[165,168],"or":[166],"greater":[167],"specified":[170],"value.":[172],"The":[173],"indicate":[175],"more":[180],"significantly":[181],"exceeds":[188],"experimentally":[190],"determined":[191],"(15).":[194],"Besides,":[195],"considering":[196],"ranges":[201],"0":[203],"108,":[205],"relatively":[206],"low":[207],"15":[211],"validates":[212],"as":[219],"indicators":[221],"disease.":[224]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
