{"id":"https://openalex.org/W2295364747","doi":"https://doi.org/10.1109/embc.2015.7319547","title":"Detection of Levodopa Induced Dyskinesia in Parkinson's Disease patients based on activity classification","display_name":"Detection of Levodopa Induced Dyskinesia in Parkinson's Disease patients based on activity classification","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2295364747","doi":"https://doi.org/10.1109/embc.2015.7319547","mag":"2295364747","pmid":"https://pubmed.ncbi.nlm.nih.gov/26737447"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2015.7319547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"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/A5083041294","display_name":"Nahed Jalloul","orcid":"https://orcid.org/0000-0002-8726-7060"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nahed Jalloul","raw_affiliation_strings":["INSERM. Ul099, Rennes, France","LTSI, Universite de Rennes I, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSERM. Ul099, Rennes, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"LTSI, Universite de Rennes I, Rennes, France","institution_ids":["https://openalex.org/I4210105651","https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066095758","display_name":"Fabienne Por\u00e9e","orcid":"https://orcid.org/0000-0003-2575-4821"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fabienne Poree","raw_affiliation_strings":["INSERM. Ul099, Rennes, France","LTSI, Universite de Rennes I, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSERM. Ul099, Rennes, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"LTSI, Universite de Rennes I, Rennes, France","institution_ids":["https://openalex.org/I4210105651","https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017355150","display_name":"Geoffrey Viardot","orcid":"https://orcid.org/0000-0001-8388-8719"},"institutions":[{"id":"https://openalex.org/I4210159878","display_name":"Structure F\u00e9d\u00e9rative de Recherche en Biologie et Sant\u00e9 de Rennes","ror":"https://ror.org/05cx7ek10","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I4210096427","https://openalex.org/I4210159878","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Geoffrey Viardot","raw_affiliation_strings":["Biotrial, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biotrial, Rennes, France","institution_ids":["https://openalex.org/I4210159878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047506946","display_name":"Philippe L\u2019Hostis","orcid":"https://orcid.org/0000-0001-8835-5882"},"institutions":[{"id":"https://openalex.org/I4210159878","display_name":"Structure F\u00e9d\u00e9rative de Recherche en Biologie et Sant\u00e9 de Rennes","ror":"https://ror.org/05cx7ek10","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I4210096427","https://openalex.org/I4210159878","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe L'Hostis","raw_affiliation_strings":["Biotrial, F-35000 Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biotrial, F-35000 Rennes, France","institution_ids":["https://openalex.org/I4210159878"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046064093","display_name":"Guy Carrault","orcid":"https://orcid.org/0000-0003-1482-2067"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210116274","display_name":"CIC Rennes","ror":"https://ror.org/02baj6743","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210116274","https://openalex.org/I4210155724","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guy Carrault","raw_affiliation_strings":["INSERM, CIC-1414, Rennes, France","LTSI, Universite de Rennes I, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSERM, CIC-1414, Rennes, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210116274"]},{"raw_affiliation_string":"LTSI, Universite de Rennes I, Rennes, France","institution_ids":["https://openalex.org/I4210105651","https://openalex.org/I56067802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2015","issue":null,"first_page":"5134","last_page":"5137"},"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":0.9976999759674072,"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":0.9976999759674072,"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":0.9961000084877014,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dyskinesia","display_name":"Dyskinesia","score":0.9493986964225769},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.6842978000640869},{"id":"https://openalex.org/keywords/levodopa","display_name":"Levodopa","score":0.630808413028717},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4626520574092865},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4182214140892029},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4066293239593506},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3818046748638153},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.33607545495033264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32771939039230347},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3173688054084778}],"concepts":[{"id":"https://openalex.org/C2780405171","wikidata":"https://www.wikidata.org/wiki/Q629444","display_name":"Dyskinesia","level":4,"score":0.9493986964225769},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.6842978000640869},{"id":"https://openalex.org/C2780304432","wikidata":"https://www.wikidata.org/wiki/Q300989","display_name":"Levodopa","level":4,"score":0.630808413028717},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4626520574092865},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4182214140892029},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4066293239593506},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3818046748638153},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.33607545495033264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32771939039230347},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3173688054084778}],"mesh":[{"descriptor_ui":"D000203","descriptor_name":"Activities of Daily Living","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D000203","descriptor_name":"Activities of Daily Living","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D000203","descriptor_name":"Activities of Daily Living","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000978","descriptor_name":"Antiparkinson Agents","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D000978","descriptor_name":"Antiparkinson Agents","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D000978","descriptor_name":"Antiparkinson Agents","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004409","descriptor_name":"Dyskinesia, Drug-Induced","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D004409","descriptor_name":"Dyskinesia, Drug-Induced","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D004409","descriptor_name":"Dyskinesia, Drug-Induced","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007980","descriptor_name":"Levodopa","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D007980","descriptor_name":"Levodopa","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D007980","descriptor_name":"Levodopa","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2015.7319547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:26737447","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26737447","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:HAL:hal-05363722v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05363722","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Aug 2015, Milan, Italy. pp.5134-5137, ⟨10.1109/EMBC.2015.7319547⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1492555660","https://openalex.org/W1680392829","https://openalex.org/W2000224799","https://openalex.org/W2014583561","https://openalex.org/W2015448555","https://openalex.org/W2036221419","https://openalex.org/W2088252378","https://openalex.org/W2095820027","https://openalex.org/W2101942678","https://openalex.org/W2105046342","https://openalex.org/W2121928725","https://openalex.org/W2123504417","https://openalex.org/W2134050473","https://openalex.org/W2149354205","https://openalex.org/W2334097242","https://openalex.org/W6637386731"],"related_works":["https://openalex.org/W2416992253","https://openalex.org/W2465771749","https://openalex.org/W2529791985","https://openalex.org/W2110669321","https://openalex.org/W2004140684","https://openalex.org/W4255433669","https://openalex.org/W2008676011","https://openalex.org/W2156917550","https://openalex.org/W2055087388","https://openalex.org/W2142201438"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"an":[5,62],"activity":[6],"classification-based":[7],"algorithm":[8],"for":[9],"the":[10,55,59,69,78],"automatic":[11],"detection":[12],"of":[13,36,65,80],"Levodopa":[14,31],"Induced":[15],"Dyskinesia":[16],"in":[17],"Parkinson's":[18],"Disease":[19],"(PD)":[20],"patients.":[21],"Two":[22],"PD":[23],"patients":[24,60],"experiencing":[25],"motor":[26],"fluctuations":[27],"related":[28],"to":[29,53,87],"chronic":[30],"therapy":[32],"performed":[33,56],"a":[34,72],"protocol":[35],"simple":[37],"daily":[38],"life":[39],"activities":[40,57],"on":[41,68],"at":[42],"least":[43],"two":[44],"different":[45],"occasions.":[46],"A":[47],"Random":[48],"Forest":[49],"classifier":[50,76],"was":[51],"able":[52],"classify":[54],"by":[58],"with":[61,82],"overall":[63],"accuracy":[64,83],"86%.":[66],"Based":[67],"detected":[70,77],"activity,":[71],"K":[73],"Nearest":[74],"Neighbor":[75],"presence":[79],"dyskinesia":[81],"ranging":[84],"from":[85],"75%":[86],"88%.":[88]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}