{"id":"https://openalex.org/W2002582072","doi":"https://doi.org/10.1109/bhi.2012.6211542","title":"Online FOG Identification in Parkinson's disease with a time-frequency combined Algorithm","display_name":"Online FOG Identification in Parkinson's disease with a time-frequency combined Algorithm","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2002582072","doi":"https://doi.org/10.1109/bhi.2012.6211542","mag":"2002582072"},"language":"en","primary_location":{"id":"doi:10.1109/bhi.2012.6211542","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2012.6211542","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics","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/A5063739048","display_name":"Yan Zhao","orcid":"https://orcid.org/0000-0002-5866-5932"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Y. Zhao","raw_affiliation_strings":["Institute of Micro Technology and Medical Device Technology, Technical University of Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Micro Technology and Medical Device Technology, Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113948579","display_name":"K. Tonn","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"K. Tonn","raw_affiliation_strings":["Institute of Micro Technology and Medical Device Technology, Technical University of Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Micro Technology and Medical Device Technology, Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043144743","display_name":"K. Niazmand","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"K. Niazmand","raw_affiliation_strings":["Institute of Micro Technology and Medical Device Technology, Technical University of Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Micro Technology and Medical Device Technology, Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052236648","display_name":"Urban M. Fietzek","orcid":"https://orcid.org/0000-0002-4323-9930"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"U. M. Fietzek","raw_affiliation_strings":["Schoen-Klinik Muenchen, Germany"],"affiliations":[{"raw_affiliation_string":"Schoen-Klinik Muenchen, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066481697","display_name":"Lorenzo D\u2019Angelo","orcid":"https://orcid.org/0000-0002-8731-2714"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"L. T. D'Angelo","raw_affiliation_strings":["Institute of Micro Technology and Medical Device Technology, Technical University of Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Micro Technology and Medical Device Technology, Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109181150","display_name":"Andr\u00e9s Ceballos-Baumann","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A. Ceballos-Baumann","raw_affiliation_strings":["Schoen-Klinik Muenchen, Germany"],"affiliations":[{"raw_affiliation_string":"Schoen-Klinik Muenchen, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005245664","display_name":"Tim C. Lueth","orcid":"https://orcid.org/0000-0001-8949-5764"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"T. C. Lueth","raw_affiliation_strings":["Institute of Micro Technology and Medical Device Technology, Technical University of Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Micro Technology and Medical Device Technology, Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5063739048"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":4.4362,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.93163042,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"192","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9947999715805054,"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":0.9915000200271606,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.6797953248023987},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.6396087408065796},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6292810440063477},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6029776930809021},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.5855876803398132},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5547239184379578},{"id":"https://openalex.org/keywords/distraction","display_name":"Distraction","score":0.5356255173683167},{"id":"https://openalex.org/keywords/timed-up-and-go-test","display_name":"Timed Up and Go test","score":0.5301773548126221},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4556087255477905},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4438115656375885},{"id":"https://openalex.org/keywords/balance","display_name":"Balance (ability)","score":0.4305431544780731},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3946228325366974},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.3633430600166321},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.36065441370010376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3437069058418274},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.27501943707466125},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.11978226900100708}],"concepts":[{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.6797953248023987},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.6396087408065796},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6292810440063477},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6029776930809021},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.5855876803398132},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5547239184379578},{"id":"https://openalex.org/C2776378700","wikidata":"https://www.wikidata.org/wiki/Q3030775","display_name":"Distraction","level":2,"score":0.5356255173683167},{"id":"https://openalex.org/C2776048318","wikidata":"https://www.wikidata.org/wiki/Q7805516","display_name":"Timed Up and Go test","level":3,"score":0.5301773548126221},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4556087255477905},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4438115656375885},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.4305431544780731},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3946228325366974},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.3633430600166321},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.36065441370010376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3437069058418274},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.27501943707466125},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.11978226900100708},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bhi.2012.6211542","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2012.6211542","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics","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":18,"referenced_works":["https://openalex.org/W37005","https://openalex.org/W1975629634","https://openalex.org/W2027924199","https://openalex.org/W2054036102","https://openalex.org/W2078649252","https://openalex.org/W2115298121","https://openalex.org/W2122541702","https://openalex.org/W2127199892","https://openalex.org/W2132894148","https://openalex.org/W2136883398","https://openalex.org/W2149371320","https://openalex.org/W2152062145","https://openalex.org/W2162592883","https://openalex.org/W2163141580","https://openalex.org/W2165828096","https://openalex.org/W2171181994","https://openalex.org/W2401604468","https://openalex.org/W6677040830"],"related_works":["https://openalex.org/W1984342691","https://openalex.org/W2470048815","https://openalex.org/W2324884046","https://openalex.org/W641612223","https://openalex.org/W2906771794","https://openalex.org/W2028203774","https://openalex.org/W2174716869","https://openalex.org/W4205873045","https://openalex.org/W4362649813","https://openalex.org/W3158898818"],"abstract_inverted_index":{"Parkinson's":[0],"disease":[1],"(PD)":[2],"is":[3,13,36],"a":[4,14,46,73,88],"common":[5],"degenerative":[6],"neurological":[7],"disorder.":[8],"Freezing":[9],"of":[10,28,100,116],"Gait":[11],"(FOG)":[12],"significant":[15],"symptom":[16],"in":[17],"PD.":[18],"Sudden":[19],"FOG":[20,34,62,75,109],"causes":[21],"balance":[22],"disturbances":[23],"and":[24,40,67,79,86],"increases":[25],"the":[26,65,83,98,101],"risk":[27],"falls.":[29],"An":[30],"online":[31,42,84],"approach":[32,85],"for":[33],"identification":[35],"presented":[37],"using":[38],"MiMed-Pants":[39,50],"an":[41],"test":[43],"software":[44],"with":[45,54,60,93],"frequency-time":[47],"combined":[48],"algorithm.":[49,103],"are":[51],"washable":[52],"jogging-trousers":[53],"integrated":[55],"accelerometers.":[56],"Eight":[57],"Parkinson":[58],"patients":[59],"different":[61],"severity":[63],"used":[64],"MiMed-pants":[66],"walked":[68],"following":[69],"arbitrary":[70],"instructions":[71],"from":[72],"physician.":[74,89],"events":[76,110],"were":[77,91],"identified":[78,113],"recorded":[80],"both":[81],"by":[82,87],"Results":[90],"compared":[92],"each":[94],"other":[95],"to":[96],"determine":[97],"sensitivity":[99],"developed":[102],"Using":[104],"this":[105],"wearable":[106],"measurement":[107],"device,":[108],"could":[111],"be":[112],"without":[114],"distraction":[115],"patients'":[117],"attention.":[118]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":5},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}