{"id":"https://openalex.org/W4385567473","doi":"https://doi.org/10.1145/3580305.3599872","title":"Multimodal Indoor Localisation in Parkinson's Disease for Detecting Medication Use: Observational Pilot Study in a Free-Living Setting","display_name":"Multimodal Indoor Localisation in Parkinson's Disease for Detecting Medication Use: Observational Pilot Study in a Free-Living Setting","publication_year":2023,"publication_date":"2023-08-04","ids":{"openalex":"https://openalex.org/W4385567473","doi":"https://doi.org/10.1145/3580305.3599872"},"language":"en","primary_location":{"id":"doi:10.1145/3580305.3599872","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3580305.3599872","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3580305.3599872","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3580305.3599872","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012661207","display_name":"Ferdian Jovan","orcid":"https://orcid.org/0000-0003-4911-540X"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Ferdian Jovan","raw_affiliation_strings":["University of Bristol, Bristol, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Bristol, Bristol, United Kingdom","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077064728","display_name":"Catherine Morgan","orcid":"https://orcid.org/0000-0003-0333-2417"},"institutions":[{"id":"https://openalex.org/I2801520950","display_name":"At Bristol","ror":"https://ror.org/039fp5n52","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I2801520950"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Catherine Morgan","raw_affiliation_strings":["Bristol Medical School, Bristol, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Bristol Medical School, Bristol, United Kingdom","institution_ids":["https://openalex.org/I2801520950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077095301","display_name":"Ryan McConville","orcid":"https://orcid.org/0000-0002-7708-3110"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ryan McConville","raw_affiliation_strings":["University of Bristol, Bristol, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Bristol, Bristol, United Kingdom","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048041586","display_name":"Emma L. Tonkin","orcid":"https://orcid.org/0000-0001-7405-4982"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Emma L. Tonkin","raw_affiliation_strings":["University of Bristol, Bristol, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Bristol, Bristol, United Kingdom","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062152110","display_name":"Ian Craddock","orcid":"https://orcid.org/0000-0001-6552-8541"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ian Craddock","raw_affiliation_strings":["University of Bristol, Bristol, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Bristol, Bristol, United Kingdom","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001902655","display_name":"Alan Whone","orcid":"https://orcid.org/0000-0002-8931-4422"},"institutions":[{"id":"https://openalex.org/I2801253297","display_name":"Southmead Hospital","ror":"https://ror.org/05d576879","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1307034911","https://openalex.org/I2801253297"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alan Whone","raw_affiliation_strings":["Southmead Hospital, Bristol, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Southmead Hospital, Bristol, United Kingdom","institution_ids":["https://openalex.org/I2801253297"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5012661207"],"corresponding_institution_ids":["https://openalex.org/I36234482"],"apc_list":null,"apc_paid":null,"fwci":1.2149,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80250985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"4273","last_page":"4283"},"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":0.9991000294685364,"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":0.9991000294685364,"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/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9944999814033508,"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/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.9599999785423279,"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/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.6694080829620361},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.6592464447021484},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6507965326309204},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6410182118415833},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.610917329788208},{"id":"https://openalex.org/keywords/motor-symptoms","display_name":"Motor symptoms","score":0.49199172854423523},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.48934406042099},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4890378415584564},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.471630334854126},{"id":"https://openalex.org/keywords/levodopa","display_name":"Levodopa","score":0.46416404843330383},{"id":"https://openalex.org/keywords/observational-study","display_name":"Observational study","score":0.4621937870979309},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.40484750270843506},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.40245747566223145},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.11194023489952087}],"concepts":[{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.6694080829620361},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.6592464447021484},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6507965326309204},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6410182118415833},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.610917329788208},{"id":"https://openalex.org/C3018987647","wikidata":"https://www.wikidata.org/wiki/Q3221083","display_name":"Motor symptoms","level":4,"score":0.49199172854423523},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.48934406042099},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4890378415584564},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.471630334854126},{"id":"https://openalex.org/C2780304432","wikidata":"https://www.wikidata.org/wiki/Q300989","display_name":"Levodopa","level":4,"score":0.46416404843330383},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.4621937870979309},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.40484750270843506},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.40245747566223145},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.11194023489952087},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3580305.3599872","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3580305.3599872","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3580305.3599872","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2308.02419","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2308.02419","pdf_url":"https://arxiv.org/pdf/2308.02419","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:aura.abdn.ac.uk:2164/21721","is_oa":false,"landing_page_url":"https://hdl.handle.net/2164/21721","pdf_url":null,"source":{"id":"https://openalex.org/S4306400966","display_name":"Aberdeen University Research Archive (Aberdeen University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I195460627","host_organization_name":"University of Aberdeen","host_organization_lineage":["https://openalex.org/I195460627"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference item"},{"id":"pmh:oai:research-information.bris.ac.uk:openaire/6ecf492a-dc4f-4e4c-968b-bf1b05dbc26f","is_oa":true,"landing_page_url":"https://hdl.handle.net/1983/6ecf492a-dc4f-4e4c-968b-bf1b05dbc26f","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Jovan, F, Morgan, C A M, McConville, R, Tonkin, E L, Craddock, I J & Whone, A L 2023, Multimodal Indoor Localisation in Parkinson's Disease for Detecting Medication Use : Observational Pilot Study in a Free-Living Setting. in KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, pp. 4273-4283. https://doi.org/10.1145/3580305.3599872","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:research-information.bris.ac.uk:openaire_cris_publications/6ecf492a-dc4f-4e4c-968b-bf1b05dbc26f","is_oa":true,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/6ecf492a-dc4f-4e4c-968b-bf1b05dbc26f","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Jovan, F, Morgan, C A M, McConville, R, Tonkin, E L, Craddock, I J & Whone, A L 2023, Multimodal Indoor Localisation in Parkinson's Disease for Detecting Medication Use : Observational Pilot Study in a Free-Living Setting. in KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, pp. 4273-4283. https://doi.org/10.1145/3580305.3599872","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.1145/3580305.3599872","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3580305.3599872","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3580305.3599872","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1649114690","display_name":null,"funder_award_id":"204813","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G1934935867","display_name":null,"funder_award_id":"Engineering and Physical Sciences R","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2438974996","display_name":null,"funder_award_id":"204813","funder_id":"https://openalex.org/F4320320360","funder_display_name":"University of Bristol"},{"id":"https://openalex.org/G3230824518","display_name":null,"funder_award_id":"R101507-101","funder_id":"https://openalex.org/F4320329118","funder_display_name":"IXICO"},{"id":"https://openalex.org/G3315974449","display_name":"SPHERE - A Sensor Platform for HEalthcare in a Residential Environment (IRC Next Steps)","funder_award_id":"EP/R005273/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G4597177185","display_name":null,"funder_award_id":"Wellcome Trust","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5036201495","display_name":null,"funder_award_id":"204813/Z/16/Z","funder_id":"https://openalex.org/F4320334409","funder_display_name":"Elizabeth Blackwell Institute for Health Research, University of Bristol"},{"id":"https://openalex.org/G553602961","display_name":null,"funder_award_id":"204813/Z/16/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G624298721","display_name":null,"funder_award_id":"204813/Z/16/Z","funder_id":"https://openalex.org/F4320320360","funder_display_name":"University of Bristol"}],"funders":[{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320320360","display_name":"University of Bristol","ror":"https://ror.org/0524sp257"},{"id":"https://openalex.org/F4320329118","display_name":"IXICO","ror":"https://ror.org/00paezp73"},{"id":"https://openalex.org/F4320334409","display_name":"Elizabeth Blackwell Institute for Health Research, University of Bristol","ror":null},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385567473.pdf","grobid_xml":"https://content.openalex.org/works/W4385567473.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1425868093","https://openalex.org/W1565746575","https://openalex.org/W1964370383","https://openalex.org/W1971654382","https://openalex.org/W1991123988","https://openalex.org/W2011507114","https://openalex.org/W2013818400","https://openalex.org/W2027013776","https://openalex.org/W2084380645","https://openalex.org/W2098481605","https://openalex.org/W2104640464","https://openalex.org/W2110104082","https://openalex.org/W2145954079","https://openalex.org/W2148521360","https://openalex.org/W2291859485","https://openalex.org/W2343290709","https://openalex.org/W2518916291","https://openalex.org/W2565308315","https://openalex.org/W2763160983","https://openalex.org/W2797709183","https://openalex.org/W2805053520","https://openalex.org/W2885235845","https://openalex.org/W2886698364","https://openalex.org/W2901566077","https://openalex.org/W2908979191","https://openalex.org/W2912689631","https://openalex.org/W2944322971","https://openalex.org/W2945893512","https://openalex.org/W2947105847","https://openalex.org/W2950533047","https://openalex.org/W2954756813","https://openalex.org/W2961776418","https://openalex.org/W2964153283","https://openalex.org/W2977919425","https://openalex.org/W2981035489","https://openalex.org/W2983180560","https://openalex.org/W2995368900","https://openalex.org/W3004991068","https://openalex.org/W3020906235","https://openalex.org/W3035332857","https://openalex.org/W3081014895","https://openalex.org/W3102378442","https://openalex.org/W3127377019","https://openalex.org/W3135690482","https://openalex.org/W3142159151","https://openalex.org/W3170487013","https://openalex.org/W3171884590","https://openalex.org/W3183114205","https://openalex.org/W3195066338","https://openalex.org/W4206508719","https://openalex.org/W4280632897","https://openalex.org/W4287270621","https://openalex.org/W4288265053","https://openalex.org/W4297734170","https://openalex.org/W4297783815","https://openalex.org/W4385245566"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459"],"abstract_inverted_index":{"Parkinson's":[0],"disease":[1,9],"(PD)":[2],"is":[3,95,133,229],"a":[4,24,72,148,183],"slowly":[5],"progressive,":[6],"debilitating":[7],"neurodegenerative":[8],"which":[10,78],"causes":[11],"motor":[12,124],"symptoms":[13,38],"including":[14,105],"gait":[15,51,108,218],"dysfunction.":[16],"Motor":[17],"fluctuations":[18,48,125],"are":[19,156],"alterations":[20],"between":[21,117],"periods":[22,32],"with":[23,131,175,186],"positive":[25],"response":[26,42],"to":[27,43,100,115,122],"levodopa":[28,135],"therapy":[29],"(\"on\")":[30],"and":[31,53,89,154,159],"marked":[33],"by":[34,126],"re-emergency":[35],"of":[36,67,82,172],"PD":[37,61,132,227],"(\"off\")":[39],"as":[40,60,161],"the":[41,65,112,129,152,192,226],"medication":[44],"wears":[45],"off.":[46],"These":[47],"often":[49],"affect":[50],"speed":[52,109,219],"they":[54],"increase":[55],"in":[56,163,169,182],"their":[57,233],"disabling":[58],"impact":[59],"progresses.":[62],"To":[63,140],"improve":[64],"effectiveness":[66],"current":[68],"indoor":[69,103,204],"localisation":[70,213],"methods,":[71],"transformer-based":[73],"approach":[74],"utilising":[75],"dual":[76],"modalities":[77],"provide":[79],"complementary":[80],"views":[81],"movement,":[83],"Received":[84],"Signal":[85],"Strength":[86],"Indicator":[87],"(RSSI)":[88],"accelerometer":[90],"data":[91],"from":[92],"wearable":[93],"devices,":[94],"proposed.":[96],"A":[97],"sub-objective":[98,207],"aims":[99],"evaluate":[101,123,142],"whether":[102,128,225],"localisation,":[104],"its":[106],"in-home":[107,217],"features":[110],"(i.e.":[111],"time":[113],"taken":[114],"walk":[116],"rooms),":[118],"could":[119],"be":[120],"used":[121],"detecting":[127],"person":[130,174],"taking":[134,230],"medications":[136],"or":[137,231],"withholding":[138,232],"them.":[139],"properly":[141],"our":[143,197],"proposed":[144,198],"method,":[145],"we":[146],"use":[147],"free-living":[149],"dataset":[150,194],"where":[151],"movements":[153],"mobility":[155],"greatly":[157],"varied":[158],"unstructured":[160],"expected":[162],"real-world":[164],"conditions.":[165],"24":[166],"participants":[167],"lived":[168],"pairs":[170],"(consisting":[171],"one":[173,177],"PD,":[176],"control)":[178],"for":[179,203],"five":[180],"days":[181],"smart":[184],"home":[185],"various":[187],"sensors.":[188],"Our":[189],"evaluation":[190,208],"on":[191,224],"resulting":[193],"demonstrates":[195],"that":[196,210],"network":[199],"outperforms":[200],"other":[201],"methods":[202],"localisation.":[205],"The":[206],"shows":[209],"precise":[211],"room-level":[212],"predictions,":[214],"transformed":[215],"into":[216],"features,":[220],"produce":[221],"accurate":[222],"predictions":[223],"participant":[228],"medications.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2023-08-05T00:00:00"}