{"id":"https://openalex.org/W4387346453","doi":"https://doi.org/10.1145/3584371.3612988","title":"Beyond Motor Symptoms: Toward a Comprehensive Grading of Parkinson's Disease Severity","display_name":"Beyond Motor Symptoms: Toward a Comprehensive Grading of Parkinson's Disease Severity","publication_year":2023,"publication_date":"2023-09-03","ids":{"openalex":"https://openalex.org/W4387346453","doi":"https://doi.org/10.1145/3584371.3612988"},"language":"en","primary_location":{"id":"doi:10.1145/3584371.3612988","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3584371.3612988","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3584371.3612988","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3584371.3612988","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062772320","display_name":"Morteza Rahimi","orcid":"https://orcid.org/0000-0002-9704-1049"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Morteza Rahimi","raw_affiliation_strings":["Knight Foundation School of Computing and Information Sciences, Florida International University, Miami, Florida, USA"],"affiliations":[{"raw_affiliation_string":"Knight Foundation School of Computing and Information Sciences, Florida International University, Miami, Florida, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003808971","display_name":"Zeina Al Masry","orcid":"https://orcid.org/0000-0002-6673-0140"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2802759292","display_name":"Franche-Comt\u00e9 \u00c9lectronique M\u00e9canique Thermique et Optique - Sciences et Technologies","ror":"https://ror.org/004fmxv66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I53262699"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Zeina Al Masry","raw_affiliation_strings":["SUPMICROTECH, CNRS, institut FEMTO-ST, Besan\u00e7on, France"],"affiliations":[{"raw_affiliation_string":"SUPMICROTECH, CNRS, institut FEMTO-ST, Besan\u00e7on, France","institution_ids":["https://openalex.org/I2802759292","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044794760","display_name":"John Michael Templeton","orcid":"https://orcid.org/0000-0002-7229-9975"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Michael Templeton","raw_affiliation_strings":["Knight Foundation School of Computing and Information Sciences, Florida International University, Miami, Florida, USA"],"affiliations":[{"raw_affiliation_string":"Knight Foundation School of Computing and Information Sciences, Florida International University, Miami, Florida, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056742740","display_name":"Sandra Schneider","orcid":"https://orcid.org/0000-0002-8766-7355"},"institutions":[{"id":"https://openalex.org/I884745506","display_name":"Saint Mary's College","ror":"https://ror.org/02r839n55","country_code":"US","type":"education","lineage":["https://openalex.org/I884745506"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sandra Schneider","raw_affiliation_strings":["Department of Communicative Sciences and Disorders, Saint Mary's College, Notre Dame, Indiana, USA"],"affiliations":[{"raw_affiliation_string":"Department of Communicative Sciences and Disorders, Saint Mary's College, Notre Dame, Indiana, USA","institution_ids":["https://openalex.org/I884745506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019362963","display_name":"Christian Poellabauer","orcid":"https://orcid.org/0000-0002-0599-7941"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christian Poellabauer","raw_affiliation_strings":["Knight Foundation School of Computing and Information Sciences, Florida International University, Miami, Florida, USA"],"affiliations":[{"raw_affiliation_string":"Knight Foundation School of Computing and Information Sciences, Florida International University, Miami, Florida, USA","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5062772320"],"corresponding_institution_ids":["https://openalex.org/I19700959"],"apc_list":null,"apc_paid":null,"fwci":0.6135,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71171557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9995999932289124,"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9995999932289124,"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/T10919","display_name":"Neurological disorders and treatments","score":0.9768000245094299,"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/T10863","display_name":"Voice and Speech Disorders","score":0.9624999761581421,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/neurocognitive","display_name":"Neurocognitive","score":0.9273613691329956},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5663701295852661},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5232571363449097},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5069013237953186},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.4974227249622345},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4817947745323181},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47301533818244934},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4590721130371094},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.45276936888694763},{"id":"https://openalex.org/keywords/executive-functions","display_name":"Executive functions","score":0.4515409469604492},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4474244713783264},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4067871868610382},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27899402379989624},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.17660099267959595},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10678187012672424},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.10043194890022278}],"concepts":[{"id":"https://openalex.org/C172467417","wikidata":"https://www.wikidata.org/wiki/Q1670397","display_name":"Neurocognitive","level":3,"score":0.9273613691329956},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5663701295852661},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5232571363449097},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5069013237953186},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.4974227249622345},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4817947745323181},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47301533818244934},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4590721130371094},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.45276936888694763},{"id":"https://openalex.org/C2775968953","wikidata":"https://www.wikidata.org/wiki/Q783092","display_name":"Executive functions","level":3,"score":0.4515409469604492},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4474244713783264},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4067871868610382},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27899402379989624},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.17660099267959595},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10678187012672424},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.10043194890022278},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3584371.3612988","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3584371.3612988","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3584371.3612988","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04680266v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04680266","pdf_url":"https://hal.science/hal-04680266/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Bioinformatics, Computational Biology, and Health Informatics, Sep 2023, Houston, United States","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.1145/3584371.3612988","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3584371.3612988","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3584371.3612988","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387346453.pdf","grobid_xml":"https://content.openalex.org/works/W4387346453.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W160518809","https://openalex.org/W2002823969","https://openalex.org/W2064188882","https://openalex.org/W2945020349","https://openalex.org/W2972728337","https://openalex.org/W2998744670","https://openalex.org/W3013917857","https://openalex.org/W3131885821","https://openalex.org/W3132751686","https://openalex.org/W3186844343","https://openalex.org/W3190331646","https://openalex.org/W4249888301","https://openalex.org/W4285112967","https://openalex.org/W4285729276","https://openalex.org/W4289690809","https://openalex.org/W4292674811"],"related_works":["https://openalex.org/W3185423717","https://openalex.org/W2560983496","https://openalex.org/W2011260154","https://openalex.org/W2277826541","https://openalex.org/W2414069397","https://openalex.org/W4396689146","https://openalex.org/W4200112873","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W2004826645"],"abstract_inverted_index":{"This":[0,126],"study":[1,74,97],"applies":[2],"machine":[3],"learning":[4],"(ML)":[5],"feature":[6,43,68],"analysis":[7],"to":[8,16,48],"an":[9],"array":[10],"of":[11,36,115,133,155,170],"multi-functional":[12,94],"neurocognitive":[13,54,83,117,156],"symptoms":[14],"specific":[15],"individuals":[17],"with":[18,29],"Parkinson's":[19],"Disease":[20],"(PD).":[21],"We":[22],"provide":[23],"a":[24,41,50,106,137,151],"framework":[25],"that":[26,39,99,164],"can":[27,158],"assist":[28],"modernizing":[30],"and":[31,64,70,91,102,168],"objectively":[32],"individualizing":[33],"the":[34,113,131,166],"staging":[35,103,171],"PD.":[37],"For":[38],"purpose,":[40],"hybrid":[42],"score":[44,139],"technique":[45],"is":[46,58,119],"proposed":[47],"compute":[49],"weighted":[51],"vector":[52],"for":[53,67,85,121],"functions.":[55],"The":[56,73,96],"methodology":[57],"based":[59],"on":[60],"Principal":[61],"Component":[62],"Analysis":[63],"Random":[65],"Forest":[66],"selection":[69],"extraction":[71],"purposes.":[72],"enrolled":[75],"37":[76],"participants":[77],"who":[78],"completed":[79],"various":[80],"tablet-based":[81],"functional":[82],"assessments":[84],"motor,":[86],"memory,":[87],"speech,":[88],"executive":[89],"function,":[90],"single":[92],"versus":[93],"tasks.":[95],"concludes":[98],"current":[100],"assessment":[101],"schemes":[104],"exhibit":[105],"significant":[107],"bias":[108],"toward":[109],"fine-motor":[110],"functionalities.":[111],"Thus,":[112],"inclusion":[114],"other":[116],"functions":[118,135],"essential":[120],"accurately":[122],"identifying":[123],"disease":[124,149],"stages.":[125],"could":[127],"be":[128,159],"achieved":[129],"through":[130],"integration":[132],"multiple":[134],"into":[136,148],"unified":[138],"or":[140],"by":[141],"adopting":[142],"function-specific":[143],"staging.":[144],"By":[145],"incorporating":[146],"ML":[147],"staging,":[150],"more":[152],"comprehensive":[153],"understanding":[154],"disorders":[157],"obtained,":[160],"revealing":[161],"novel":[162],"insights":[163],"affect":[165],"design":[167],"implementation":[169],"schemes.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}