{"id":"https://openalex.org/W3004331049","doi":"https://doi.org/10.1109/globalsip45357.2019.8969093","title":"Continuous Parkinsonian Tremor Estimation Using Motion Data","display_name":"Continuous Parkinsonian Tremor Estimation Using Motion Data","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3004331049","doi":"https://doi.org/10.1109/globalsip45357.2019.8969093","mag":"3004331049"},"language":"en","primary_location":{"id":"doi:10.1109/globalsip45357.2019.8969093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip45357.2019.8969093","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","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/A5021220062","display_name":"Murtadha D. Hssayeni","orcid":"https://orcid.org/0000-0002-8588-4639"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Murtadha D. Hssayeni","raw_affiliation_strings":["Florida Atlantic University,Department of Computer and Electrical Engineering and Computer Science,Boca Raton,FL,33431","Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL"],"affiliations":[{"raw_affiliation_string":"Florida Atlantic University,Department of Computer and Electrical Engineering and Computer Science,Boca Raton,FL,33431","institution_ids":["https://openalex.org/I63772739"]},{"raw_affiliation_string":"Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015721522","display_name":"Joohi Jimenez\u2010Shahed","orcid":"https://orcid.org/0000-0002-9772-7569"},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joohi Jimenez-Shahed","raw_affiliation_strings":["Icahn School of Medicine at Mount Sinai,Department of Neurology and Neurosurgery,New York,NY","Department of Neurology and Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY"],"affiliations":[{"raw_affiliation_string":"Icahn School of Medicine at Mount Sinai,Department of Neurology and Neurosurgery,New York,NY","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Department of Neurology and Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044667404","display_name":"Michelle A. Burack","orcid":null},"institutions":[{"id":"https://openalex.org/I28792581","display_name":"University of Rochester Medical Center","ror":"https://ror.org/00trqv719","country_code":"US","type":"funder","lineage":["https://openalex.org/I28792581","https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michelle A. Burack","raw_affiliation_strings":["University of Rochester Medical Center,Department of Neurology,Rochester,NY","Department of Neurology, University of Rochester Medical Center, Rochester, NY"],"affiliations":[{"raw_affiliation_string":"University of Rochester Medical Center,Department of Neurology,Rochester,NY","institution_ids":["https://openalex.org/I28792581"]},{"raw_affiliation_string":"Department of Neurology, University of Rochester Medical Center, Rochester, NY","institution_ids":["https://openalex.org/I28792581"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032994571","display_name":"Behnaz Ghoraani","orcid":"https://orcid.org/0000-0003-0075-7663"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Behnaz Ghoraani","raw_affiliation_strings":["Florida Atlantic University,Department of Computer and Electrical Engineering and Computer Science,Boca Raton,FL,33431","Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL"],"affiliations":[{"raw_affiliation_string":"Florida Atlantic University,Department of Computer and Electrical Engineering and Computer Science,Boca Raton,FL,33431","institution_ids":["https://openalex.org/I63772739"]},{"raw_affiliation_string":"Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL","institution_ids":["https://openalex.org/I63772739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5021220062"],"corresponding_institution_ids":["https://openalex.org/I63772739"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23253753,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10919","display_name":"Neurological disorders and treatments","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T11274","display_name":"Botulinum Toxin and Related Neurological Disorders","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rating-scale","display_name":"Rating scale","score":0.6752374172210693},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.5799819827079773},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.56915283203125},{"id":"https://openalex.org/keywords/gyroscope","display_name":"Gyroscope","score":0.5210251808166504},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4847230911254883},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.45461687445640564},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4071246087551117},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35065412521362305},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3292286992073059},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.2850012481212616},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15730854868888855},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1517305076122284},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08546620607376099},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07616373896598816}],"concepts":[{"id":"https://openalex.org/C83849319","wikidata":"https://www.wikidata.org/wiki/Q7295720","display_name":"Rating scale","level":2,"score":0.6752374172210693},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.5799819827079773},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.56915283203125},{"id":"https://openalex.org/C158488048","wikidata":"https://www.wikidata.org/wiki/Q483400","display_name":"Gyroscope","level":2,"score":0.5210251808166504},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4847230911254883},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.45461687445640564},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4071246087551117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35065412521362305},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3292286992073059},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.2850012481212616},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15730854868888855},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1517305076122284},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08546620607376099},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07616373896598816},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globalsip45357.2019.8969093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip45357.2019.8969093","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1508856497","https://openalex.org/W1520544823","https://openalex.org/W1522301498","https://openalex.org/W1591801644","https://openalex.org/W1969192849","https://openalex.org/W1995272111","https://openalex.org/W2104033295","https://openalex.org/W2129135333","https://openalex.org/W2142817672","https://openalex.org/W2148764702","https://openalex.org/W2161988018","https://openalex.org/W2162592883","https://openalex.org/W2295598076","https://openalex.org/W2344192014","https://openalex.org/W2531966375","https://openalex.org/W2610024937","https://openalex.org/W2767302168","https://openalex.org/W2791610804","https://openalex.org/W2794295133","https://openalex.org/W2888009474","https://openalex.org/W2898990417","https://openalex.org/W2922472399","https://openalex.org/W2935759912","https://openalex.org/W2964121744","https://openalex.org/W2972624928","https://openalex.org/W3102476541","https://openalex.org/W6631190155","https://openalex.org/W6631290244","https://openalex.org/W6635446068"],"related_works":["https://openalex.org/W1889129279","https://openalex.org/W4387451989","https://openalex.org/W2532412374","https://openalex.org/W2063137106","https://openalex.org/W23275807","https://openalex.org/W2358715846","https://openalex.org/W2125652721","https://openalex.org/W2761234876","https://openalex.org/W1540371141","https://openalex.org/W3088070796"],"abstract_inverted_index":{"Tremor":[0,20],"is":[1,21,38],"one":[2],"of":[3,7,15,17,25,91],"the":[4,13,26,36,49,86,111,126,135],"main":[5],"symptoms":[6],"Parkinson's":[8],"Disease":[9,29],"(PD)":[10],"that":[11,110],"reduces":[12],"quality":[14],"life":[16],"affected":[18],"patients.":[19],"measured":[22],"as":[23,85],"part":[24,33],"Unified":[27],"Parkinson":[28],"Rating":[30],"Scale":[31],"(UPDRS)":[32],"III.":[34],"However,":[35],"assessment":[37],"based":[39,64,113],"on":[40,65,100,114],"onsite":[41],"physical":[42],"examinations":[43],"and":[44,72,128],"do":[45],"not":[46],"necessarily":[47],"represent":[48],"patients'":[50],"tremor":[51,79,130],"experience":[52],"in":[53,132],"their":[54],"day-to-day":[55],"life.":[56],"In":[57],"this":[58],"work,":[59],"we":[60],"developed":[61,96],"two":[62],"methods":[63,97],"deep":[66],"long":[67],"short-term":[68],"memory":[69],"(LSTM)":[70],"networks":[71],"gradient":[73,115],"tree":[74,116],"boosting":[75,117],"to":[76,134],"estimate":[77],"Parkinsonian":[78],"using":[80],"gyroscope":[81],"sensor":[82],"signals":[83],"collected":[84],"patients":[87],"performed":[88],"a":[89,119],"variety":[90],"free":[92],"body":[93],"movements.":[94],"The":[95],"were":[98],"assessed":[99],"data":[101],"from":[102],"24":[103],"PD":[104],"subjects.":[105],"Subject-based,":[106],"leave-one-out":[107],"cross-validation":[108],"demonstrated":[109],"method":[112,137],"provided":[118],"high":[120],"correlation":[121],"(r=0.93":[122],"(p<;":[123,140],"0.0001))":[124],"between":[125],"estimated":[127],"clinically-assessed":[129],"subscores":[131],"comparison":[133],"LSTM-based":[136],"with":[138],"(r=0.77":[139],"0.0001)).":[141]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}