{"id":"https://openalex.org/W2094410714","doi":"https://doi.org/10.1109/icassp.2010.5495554","title":"Enhanced classical dysphonia measures and sparse regression for telemonitoring of Parkinson's disease progression","display_name":"Enhanced classical dysphonia measures and sparse regression for telemonitoring of Parkinson's disease progression","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2094410714","doi":"https://doi.org/10.1109/icassp.2010.5495554","mag":"2094410714"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2010.5495554","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2010.5495554","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Acoustics, Speech and Signal Processing","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/A5076281912","display_name":"Athanasios Tsanas","orcid":"https://orcid.org/0000-0002-0994-8100"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Athanasios Tsanas","raw_affiliation_strings":["University of Oxford, Oxford, Oxfordshire, GB"],"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, Oxfordshire, GB","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018028924","display_name":"Max A. Little","orcid":"https://orcid.org/0000-0002-1507-3822"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Max A. Little","raw_affiliation_strings":["University of Oxford, Oxford, Oxfordshire, GB"],"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, Oxfordshire, GB","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053305605","display_name":"Patrick McSharry","orcid":"https://orcid.org/0000-0003-4663-970X"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Patrick E. McSharry","raw_affiliation_strings":["University of Oxford, Oxford, Oxfordshire, GB"],"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, Oxfordshire, GB","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048997233","display_name":"Lorraine O. Ramig","orcid":"https://orcid.org/0000-0002-6091-634X"},"institutions":[{"id":"https://openalex.org/I2800776452","display_name":"Denver Center for the Performing Arts","ror":"https://ror.org/00h74hd82","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2800776452"]},{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lorraine O. Ramig","raw_affiliation_strings":["National Center for Voice and Speech, Denver, CO, USA","Speech, Language and Hearing Science, University of Colorado, Boulder, CO, USA"],"affiliations":[{"raw_affiliation_string":"National Center for Voice and Speech, Denver, CO, USA","institution_ids":["https://openalex.org/I2800776452"]},{"raw_affiliation_string":"Speech, Language and Hearing Science, University of Colorado, Boulder, CO, USA","institution_ids":["https://openalex.org/I188538660"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076281912"],"corresponding_institution_ids":["https://openalex.org/I40120149"],"apc_list":null,"apc_paid":null,"fwci":2.9152,"has_fulltext":false,"cited_by_count":81,"citation_normalized_percentile":{"value":0.90668342,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"594","last_page":"597"},"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/T10860","display_name":"Speech and Audio Processing","score":0.9937000274658203,"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/T11309","display_name":"Music and Audio Processing","score":0.9879999756813049,"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/lasso","display_name":"Lasso (programming language)","score":0.684866189956665},{"id":"https://openalex.org/keywords/rating-scale","display_name":"Rating scale","score":0.6445778012275696},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5687248110771179},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5644112825393677},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.5096921920776367},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.49840354919433594},{"id":"https://openalex.org/keywords/gold-standard","display_name":"Gold standard (test)","score":0.49466797709465027},{"id":"https://openalex.org/keywords/logarithm","display_name":"Logarithm","score":0.4645526111125946},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46384719014167786},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4623490571975708},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4344889521598816},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4342513680458069},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3941720426082611},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38919031620025635},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.3411204516887665},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32840996980667114},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32041457295417786},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30764150619506836},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.281133770942688},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2552345097064972},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25405222177505493},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.15850123763084412}],"concepts":[{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.684866189956665},{"id":"https://openalex.org/C83849319","wikidata":"https://www.wikidata.org/wiki/Q7295720","display_name":"Rating scale","level":2,"score":0.6445778012275696},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5687248110771179},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5644112825393677},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.5096921920776367},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.49840354919433594},{"id":"https://openalex.org/C40993552","wikidata":"https://www.wikidata.org/wiki/Q514654","display_name":"Gold standard (test)","level":2,"score":0.49466797709465027},{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.4645526111125946},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46384719014167786},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4623490571975708},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4344889521598816},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4342513680458069},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3941720426082611},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38919031620025635},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.3411204516887665},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32840996980667114},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32041457295417786},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30764150619506836},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.281133770942688},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2552345097064972},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25405222177505493},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.15850123763084412},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp.2010.5495554","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2010.5495554","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.714.3235","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.714.3235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://people.maths.ox.ac.uk/tsanas/Preprints/ICASSP2010.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W37005","https://openalex.org/W1206235977","https://openalex.org/W1554944419","https://openalex.org/W1987349122","https://openalex.org/W2001911005","https://openalex.org/W2013713870","https://openalex.org/W2100534701","https://openalex.org/W2103525487","https://openalex.org/W2114147096","https://openalex.org/W2135046866","https://openalex.org/W2154029067","https://openalex.org/W2163141580","https://openalex.org/W2171033594","https://openalex.org/W2743615060","https://openalex.org/W3105728206","https://openalex.org/W3209383001","https://openalex.org/W4247654853","https://openalex.org/W6825615076"],"related_works":["https://openalex.org/W4256576576","https://openalex.org/W3090384609","https://openalex.org/W2380784125","https://openalex.org/W1997711767","https://openalex.org/W2810025138","https://openalex.org/W4386543887","https://openalex.org/W2344475471","https://openalex.org/W128985311","https://openalex.org/W4396645692","https://openalex.org/W2765894738"],"abstract_inverted_index":{"Dysphonia":[0],"measures":[1,43,61],"are":[2],"signal":[3],"processing":[4],"algorithms":[5],"that":[6,35,122],"offer":[7],"an":[8],"objective":[9],"method":[10],"for":[11,49,114],"characterizing":[12],"voice":[13,98],"disorders":[14],"from":[15,97],"recorded":[16],"speech":[17],"signals.":[18],"In":[19],"this":[20,84],"paper,":[21],"we":[22,33,120],"study":[23],"disordered":[24],"voices":[25],"of":[26,40,58,83,90,93,132],"people":[27],"with":[28],"Parkinson's":[29,104],"disease":[30],"(PD).":[31],"Here,":[32],"demonstrate":[34,80],"a":[36],"simple":[37],"logarithmic":[38],"transformation":[39],"these":[41],"dysphonia":[42],"can":[44,124],"significantly":[45],"enhance":[46],"their":[47],"potential":[48],"identifying":[50],"subtle":[51],"changes":[52],"in":[53,64,86],"PD":[54,94],"symptoms.":[55],"The":[56],"superiority":[57],"the":[59,81,87,102,109,133],"log-transformed":[60],"is":[62],"reflected":[63],"feature":[65],"selection":[66],"results":[67],"using":[68],"Bayesian":[69],"Least":[70],"Absolute":[71],"Shrinkage":[72],"and":[73],"Selection":[74],"Operator":[75],"(LASSO)":[76],"linear":[77],"regression.":[78],"We":[79],"effectiveness":[82],"enhancement":[85],"emerging":[88],"application":[89],"automated":[91],"characterization":[92],"symptom":[95],"progression":[96],"signals,":[99],"rated":[100],"on":[101],"Unified":[103],"Disease":[105],"Rating":[106],"Scale":[107],"(UPDRS),":[108],"gold":[110],"standard":[111],"clinical":[112],"metric":[113],"PD.":[115],"Using":[116],"least":[117],"squares":[118],"regression,":[119],"show":[121],"UPDRS":[123],"be":[125],"accurately":[126],"predicted":[127],"to":[128],"within":[129],"six":[130],"points":[131],"clinicians'":[134],"observations.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
