{"id":"https://openalex.org/W2999818783","doi":"https://doi.org/10.1109/soli48380.2019.8955003","title":"Essential tremor evaluation system with Eval-net method via accelerometer signal","display_name":"Essential tremor evaluation system with Eval-net method via accelerometer signal","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W2999818783","doi":"https://doi.org/10.1109/soli48380.2019.8955003","mag":"2999818783"},"language":"en","primary_location":{"id":"doi:10.1109/soli48380.2019.8955003","is_oa":false,"landing_page_url":"https://doi.org/10.1109/soli48380.2019.8955003","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)","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/A5103076897","display_name":"Jianguo Pan","orcid":"https://orcid.org/0000-0003-4494-0363"},"institutions":[{"id":"https://openalex.org/I21945476","display_name":"Shanghai Normal University","ror":"https://ror.org/01cxqmw89","country_code":"CN","type":"education","lineage":["https://openalex.org/I21945476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianguo Pan","raw_affiliation_strings":["College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China","institution_ids":["https://openalex.org/I21945476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100358376","display_name":"Shun Liu","orcid":"https://orcid.org/0000-0001-8946-8918"},"institutions":[{"id":"https://openalex.org/I21945476","display_name":"Shanghai Normal University","ror":"https://ror.org/01cxqmw89","country_code":"CN","type":"education","lineage":["https://openalex.org/I21945476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shun Liu","raw_affiliation_strings":["College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China","institution_ids":["https://openalex.org/I21945476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060655029","display_name":"Qin Ni","orcid":"https://orcid.org/0000-0002-7352-5700"},"institutions":[{"id":"https://openalex.org/I21945476","display_name":"Shanghai Normal University","ror":"https://ror.org/01cxqmw89","country_code":"CN","type":"education","lineage":["https://openalex.org/I21945476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Ni","raw_affiliation_strings":["College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China","institution_ids":["https://openalex.org/I21945476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I21945476"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"54","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9980000257492065,"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"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/computer-science","display_name":"Computer science","score":0.6899977922439575},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6798596978187561},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5970798134803772},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.5702752470970154},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5564948916435242},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49182987213134766},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.461868554353714},{"id":"https://openalex.org/keywords/essential-tremor","display_name":"Essential tremor","score":0.45507872104644775},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42819511890411377},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39634376764297485},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.2322363555431366},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09021469950675964}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6899977922439575},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6798596978187561},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5970798134803772},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.5702752470970154},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5564948916435242},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49182987213134766},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.461868554353714},{"id":"https://openalex.org/C2780112193","wikidata":"https://www.wikidata.org/wiki/Q693519","display_name":"Essential tremor","level":2,"score":0.45507872104644775},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42819511890411377},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39634376764297485},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.2322363555431366},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09021469950675964},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/soli48380.2019.8955003","is_oa":false,"landing_page_url":"https://doi.org/10.1109/soli48380.2019.8955003","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)","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":16,"referenced_works":["https://openalex.org/W1988613431","https://openalex.org/W2103903707","https://openalex.org/W2106749278","https://openalex.org/W2135955729","https://openalex.org/W2157091296","https://openalex.org/W2159209410","https://openalex.org/W2194775991","https://openalex.org/W2474687114","https://openalex.org/W2598391117","https://openalex.org/W2612644161","https://openalex.org/W2772897268","https://openalex.org/W2785906692","https://openalex.org/W2886881082","https://openalex.org/W2911378276","https://openalex.org/W2919115771","https://openalex.org/W6735139144"],"related_works":["https://openalex.org/W4384517610","https://openalex.org/W4288389100","https://openalex.org/W1902800522","https://openalex.org/W2339469482","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Essential":[0],"tremor":[1,24,130],"(ET),":[2],"a":[3,17],"common":[4],"neurological":[5],"movement":[6],"disorder,":[7],"is":[8],"typically":[9],"measured":[10],"with":[11,106],"rating":[12],"scales":[13],"by":[14],"neurologists":[15],"during":[16,26],"clinical":[18],"visit.":[19],"This":[20,30,115],"method":[21,121],"undervalues":[22],"the":[23,46,58,82,85,92,119],"fluctuations":[25],"patients'":[27],"daily":[28],"activities.":[29],"paper":[31],"proposes":[32],"an":[33],"ET":[34,60,72,104],"severity":[35,105,131],"evaluation":[36,61],"system":[37],"based":[38,65,132],"on":[39,66,133],"advanced":[40],"deep":[41],"learning":[42],"algorithms.":[43],"We":[44],"combine":[45],"convolutional":[47],"neural":[48],"network":[49],"(CNN)":[50],"and":[51,74,100,128],"long":[52],"short-term":[53],"memory":[54],"(LSTM)":[55],"to":[56,80],"build":[57],"multi-layer":[59],"model":[62,94],"(Eval-net).":[63],"Experiments":[64],"acceleration":[67,134],"data":[68],"gathered":[69],"from":[70],"20":[71],"patients":[73],"five":[75],"healthy":[76],"subjects":[77],"are":[78],"conducted":[79],"verify":[81],"feasibility":[83],"of":[84,103],"proposed":[86,120],"method.":[87],"Experimental":[88],"results":[89],"show":[90],"that":[91,118],"Eval-net":[93],"can":[95],"classify":[96],"six":[97],"typical":[98],"activities":[99,127],"four":[101],"levels":[102],"better":[107],"performance":[108],"than":[109],"previous":[110],"approaches":[111],"in":[112,124],"recognition":[113],"accuracy.":[114],"study":[116],"demonstrates":[117],"makes":[122],"improvements":[123],"recognizing":[125],"human":[126],"evaluating":[129],"data.":[135]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
