{"id":"https://openalex.org/W2043208985","doi":"https://doi.org/10.1145/2534088.2534097","title":"Monitoring mobility disorders at home using 3D visual sensors and mobile sensors","display_name":"Monitoring mobility disorders at home using 3D visual sensors and mobile sensors","publication_year":2013,"publication_date":"2013-11-01","ids":{"openalex":"https://openalex.org/W2043208985","doi":"https://doi.org/10.1145/2534088.2534097","mag":"2043208985"},"language":"en","primary_location":{"id":"doi:10.1145/2534088.2534097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2534088.2534097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Conference on Wireless Health","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/A5112082631","display_name":"Farnoush Banaei Kashani","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Farnoush B. Kashani","raw_affiliation_strings":["Univ. of Southern California, Los Angeles, California","University of Southern California, Los Angeles, California;"],"affiliations":[{"raw_affiliation_string":"Univ. of Southern California, Los Angeles, California","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California, Los Angeles, California;","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006918685","display_name":"G\u00e9rard Medioni","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gerard Medioni","raw_affiliation_strings":["Univ. of Southern California, Los Angeles, California","University of Southern California, Los Angeles, California;"],"affiliations":[{"raw_affiliation_string":"Univ. of Southern California, Los Angeles, California","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California, Los Angeles, California;","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086914610","display_name":"Khanh Nguyen","orcid":"https://orcid.org/0000-0001-7401-6695"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Khanh Nguyen","raw_affiliation_strings":["Univ. of Southern California, Los Angeles, California","University of Southern California, Los Angeles, California;"],"affiliations":[{"raw_affiliation_string":"Univ. of Southern California, Los Angeles, California","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California, Los Angeles, California;","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006786589","display_name":"Luciano Nocera","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luciano Nocera","raw_affiliation_strings":["Univ. of Southern California, Los Angeles, California","University of Southern California, Los Angeles, California;"],"affiliations":[{"raw_affiliation_string":"Univ. of Southern California, Los Angeles, California","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California, Los Angeles, California;","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012068017","display_name":"Cyrus Shahabi","orcid":"https://orcid.org/0000-0001-9118-0681"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cyrus Shahabi","raw_affiliation_strings":["Univ. of Southern California, Los Angeles, California","University of Southern California, Los Angeles, California;"],"affiliations":[{"raw_affiliation_string":"Univ. of Southern California, Los Angeles, California","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California, Los Angeles, California;","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102754531","display_name":"Ruizhe Wang","orcid":"https://orcid.org/0000-0002-2455-9074"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruizhe Wang","raw_affiliation_strings":["Univ. of Southern California, Los Angeles, California","University of Southern California, Los Angeles, California;"],"affiliations":[{"raw_affiliation_string":"Univ. of Southern California, Los Angeles, California","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California, Los Angeles, California;","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111659758","display_name":"Cesar E. Blanco","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cesar E. Blanco","raw_affiliation_strings":["Univ. of Southern California, Los Angeles, California","University of Southern California, Los Angeles, California;"],"affiliations":[{"raw_affiliation_string":"Univ. of Southern California, Los Angeles, California","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California, Los Angeles, California;","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100626881","display_name":"Yi\u2010An Chen","orcid":"https://orcid.org/0009-0003-8892-1145"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi-An Chen","raw_affiliation_strings":["Univ. of Southern California, Los Angeles, California","University of Southern California, Los Angeles, California;"],"affiliations":[{"raw_affiliation_string":"Univ. of Southern California, Los Angeles, California","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California, Los Angeles, California;","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032002704","display_name":"Yu\u2010Chen Chung","orcid":"https://orcid.org/0000-0001-8408-4341"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu-Chen Chung","raw_affiliation_strings":["Univ. of Southern California, Los Angeles, California","University of Southern California, Los Angeles, California;"],"affiliations":[{"raw_affiliation_string":"Univ. of Southern California, Los Angeles, California","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California, Los Angeles, California;","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076208886","display_name":"Beth E. Fisher","orcid":"https://orcid.org/0000-0002-9219-197X"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Beth Fisher","raw_affiliation_strings":["Univ. of Southern California, Los Angeles, California","University of Southern California, Los Angeles, California;"],"affiliations":[{"raw_affiliation_string":"Univ. of Southern California, Los Angeles, California","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California, Los Angeles, California;","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038203223","display_name":"Sara J. Mulroy","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sara Mulroy","raw_affiliation_strings":["Univ. of Southern California, Los Angeles, California","University of Southern California, Los Angeles, California;"],"affiliations":[{"raw_affiliation_string":"Univ. of Southern California, Los Angeles, California","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California, Los Angeles, California;","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110595963","display_name":"Philip S. Requejo","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip Requejo","raw_affiliation_strings":["Univ. of Southern California, Los Angeles, California","University of Southern California, Los Angeles, California;"],"affiliations":[{"raw_affiliation_string":"Univ. of Southern California, Los Angeles, California","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California, Los Angeles, California;","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031159209","display_name":"Carolee J. Winstein","orcid":"https://orcid.org/0000-0001-9789-4626"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carolee Winstein","raw_affiliation_strings":["Univ. of Southern California, Los Angeles, California","University of Southern California, Los Angeles, California;"],"affiliations":[{"raw_affiliation_string":"Univ. of Southern California, Los Angeles, California","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California, Los Angeles, California;","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5112082631"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":0.5443,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.70200881,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.968500018119812,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.968500018119812,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.960099995136261,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9502999782562256,"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/computer-science","display_name":"Computer science","score":0.701748251914978},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5440989136695862},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.4634207785129547},{"id":"https://openalex.org/keywords/remote-patient-monitoring","display_name":"Remote patient monitoring","score":0.4565964639186859},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4342593252658844},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4322890043258667},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.4296700954437256},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.41732969880104065},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.41178151965141296},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3715502619743347},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.33296626806259155},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21933257579803467},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1726997196674347},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1525023877620697},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12544193863868713}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.701748251914978},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5440989136695862},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.4634207785129547},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.4565964639186859},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4342593252658844},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4322890043258667},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.4296700954437256},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.41732969880104065},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.41178151965141296},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3715502619743347},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.33296626806259155},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21933257579803467},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1726997196674347},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1525023877620697},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12544193863868713},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2534088.2534097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2534088.2534097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Conference on Wireless Health","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W201588874","https://openalex.org/W2070159246","https://openalex.org/W2098882356","https://openalex.org/W2104298679"],"related_works":["https://openalex.org/W2554282488","https://openalex.org/W3112412180","https://openalex.org/W88288537","https://openalex.org/W2744288354","https://openalex.org/W2187325340","https://openalex.org/W400595500","https://openalex.org/W3215835591","https://openalex.org/W2062940763","https://openalex.org/W2186032312","https://openalex.org/W1540552577"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"PoCM2":[5,19,73],"(Point-of-Care":[6],"Mobility":[7],"Monitoring),":[8],"a":[9,40,45,54,75],"generic":[10],"and":[11,16,29,34,64,82,101],"extensible":[12],"at-home":[13],"mobility":[14,66,87],"evaluation":[15,60],"monitoring":[17],"system.":[18],"uses":[20],"both":[21,62],"3D":[22],"visual":[23],"sensors":[24,31,36],"(such":[25],"as":[26,44,51,53,89],"Microsoft":[27],"Kinect)":[28],"mobile":[30,41],"(i.e.,":[32],"internal":[33],"external":[35],"embedded":[37],"with/connected":[38],"to":[39,92],"device":[42],"such":[43],"smartphone)":[46],"for":[47,79],"complementary":[48],"data":[49],"acquisition,":[50],"well":[52],"series":[55],"of":[56,61,72,97],"analytics":[57],"that":[58],"allow":[59],"archived":[63],"real-time":[65],"data.":[67],"We":[68],"demonstrate":[69],"the":[70,94,98],"performance":[71],"with":[74],"specific":[76],"application":[77],"developed":[78],"freeze":[80],"detection":[81],"quantification":[83],"from":[84],"Parkinson's":[85],"Disease":[86],"data,":[88],"an":[90],"approach":[91],"estimate":[93],"medication":[95],"level":[96],"PD":[99],"patients":[100],"potentially":[102],"recommend":[103],"adjustments.":[104]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
