{"id":"https://openalex.org/W4400381856","doi":"https://doi.org/10.1016/j.artmed.2024.102932","title":"Prediction of Freezing of Gait in Parkinson\u2019s disease based on multi-channel time-series neural network","display_name":"Prediction of Freezing of Gait in Parkinson\u2019s disease based on multi-channel time-series neural network","publication_year":2024,"publication_date":"2024-07-06","ids":{"openalex":"https://openalex.org/W4400381856","doi":"https://doi.org/10.1016/j.artmed.2024.102932","pmid":"https://pubmed.ncbi.nlm.nih.gov/39004005"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.artmed.2024.102932","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","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/A5100736483","display_name":"Boyan Wang","orcid":"https://orcid.org/0000-0003-0088-2106"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boyan Wang","raw_affiliation_strings":["Tsinghua University, Beijing, China. Electronic address: wby000000@mail.tsinghua.edu.cn."],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China. Electronic address: wby000000@mail.tsinghua.edu.cn.","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064347324","display_name":"Xuegang Hu","orcid":"https://orcid.org/0000-0001-5421-6171"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuegang Hu","raw_affiliation_strings":["Hefei University of Technology, Hefei, China. Electronic address: jsjxhuxg@hfut.edu.cn."],"affiliations":[{"raw_affiliation_string":"Hefei University of Technology, Hefei, China. Electronic address: jsjxhuxg@hfut.edu.cn.","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064571884","display_name":"Rongjun Ge","orcid":"https://orcid.org/0000-0002-7084-1126"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongjun Ge","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics, Nanjing, China. Electronic address: rongjun.ge@nuaa.edu.cn."],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, Nanjing, China. Electronic address: rongjun.ge@nuaa.edu.cn.","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005425933","display_name":"Chenchu Xu","orcid":"https://orcid.org/0000-0002-8253-1686"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenchu Xu","raw_affiliation_strings":["Institute of Artificial Intelligence, Hefei, China; Anhui University, Hefei, China. Electronic address: cxu332@gmail.com."],"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence, Hefei, China; Anhui University, Hefei, China. Electronic address: cxu332@gmail.com.","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001770048","display_name":"J. L. Zhang","orcid":"https://orcid.org/0000-0002-6778-6664"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinglin Zhang","raw_affiliation_strings":["Shandong University, Jinan, China. Electronic address: jinglin.zhang@sdu.edu.cn."],"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China. Electronic address: jinglin.zhang@sdu.edu.cn.","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049053722","display_name":"Zhifan Gao","orcid":"https://orcid.org/0000-0002-1576-4439"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhifan Gao","raw_affiliation_strings":["Sun Yat-sen University, Shenzhen, China. Electronic address: gaozhifan@gmail.com."],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University, Shenzhen, China. Electronic address: gaozhifan@gmail.com.","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100297298","display_name":"Zhao Shu","orcid":null},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shu Zhao","raw_affiliation_strings":["Anhui University, Hefei, China. Electronic address: zhaoshuzs2002@hotmail.com."],"affiliations":[{"raw_affiliation_string":"Anhui University, Hefei, China. Electronic address: zhaoshuzs2002@hotmail.com.","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058883368","display_name":"Kemal Polat","orcid":"https://orcid.org/0000-0003-1840-9958"},"institutions":[{"id":"https://openalex.org/I76973811","display_name":"Bolu Abant \u0130zzet Baysal University","ror":"https://ror.org/01x1kqx83","country_code":"TR","type":"education","lineage":["https://openalex.org/I76973811"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Kemal Polat","raw_affiliation_strings":["Bolu Abant Izzet Baysal University, Bolu, Turkey. Electronic address: kpolat@ibu.edu.tr."],"affiliations":[{"raw_affiliation_string":"Bolu Abant Izzet Baysal University, Bolu, Turkey. Electronic address: kpolat@ibu.edu.tr.","institution_ids":["https://openalex.org/I76973811"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3230,"currency":"USD","value_usd":3230,"provenance":"doaj"},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":83},"biblio":{"volume":"154","issue":null,"first_page":"102932","last_page":"102932"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9932,"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":0.9932,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9822,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9704,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6455593},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6445791},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.551368},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.5201231},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5054517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48782232},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.478565},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3780774},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36423412},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.30159885},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.24289072},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12700927},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06308317},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.054088116},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D020233","descriptor_name":"Gait Disorders, Neurologic","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":"","qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.artmed.2024.102932","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39004005","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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":56,"referenced_works":["https://openalex.org/W2011329709","https://openalex.org/W2128892560","https://openalex.org/W2141483618","https://openalex.org/W2145954079","https://openalex.org/W2316237370","https://openalex.org/W2395784021","https://openalex.org/W2464977649","https://openalex.org/W2527824850","https://openalex.org/W2536803406","https://openalex.org/W2587512840","https://openalex.org/W2612690371","https://openalex.org/W2615874593","https://openalex.org/W2744736981","https://openalex.org/W2770573248","https://openalex.org/W2792643794","https://openalex.org/W2796449461","https://openalex.org/W2800800271","https://openalex.org/W2889609823","https://openalex.org/W2897762618","https://openalex.org/W2898735737","https://openalex.org/W2963925437","https://openalex.org/W2965686269","https://openalex.org/W2970157301","https://openalex.org/W2981574046","https://openalex.org/W3006012411","https://openalex.org/W3008753367","https://openalex.org/W3015468748","https://openalex.org/W3087661417","https://openalex.org/W3093916890","https://openalex.org/W3100117095","https://openalex.org/W3102814955","https://openalex.org/W3121614540","https://openalex.org/W3133696297","https://openalex.org/W3136422765","https://openalex.org/W3142026135","https://openalex.org/W3154416035","https://openalex.org/W3175590059","https://openalex.org/W3202026568","https://openalex.org/W4200053005","https://openalex.org/W4205387009","https://openalex.org/W4205517109","https://openalex.org/W4206481149","https://openalex.org/W4214644094","https://openalex.org/W4214702808","https://openalex.org/W4220812818","https://openalex.org/W4220986068","https://openalex.org/W4225289891","https://openalex.org/W4226395005","https://openalex.org/W4226419212","https://openalex.org/W4248807081","https://openalex.org/W4284973298","https://openalex.org/W4297978425","https://openalex.org/W4309874644","https://openalex.org/W4365134853","https://openalex.org/W4378576117","https://openalex.org/W4387661154"],"related_works":["https://openalex.org/W4390822878","https://openalex.org/W438207291","https://openalex.org/W3146111732","https://openalex.org/W2622688551","https://openalex.org/W2229271988","https://openalex.org/W2031771476","https://openalex.org/W2008860278","https://openalex.org/W1990205660","https://openalex.org/W1919101720","https://openalex.org/W1550175370"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4400381856","counts_by_year":[],"updated_date":"2025-01-07T22:49:18.495589","created_date":"2024-07-07"}