{"id":"https://openalex.org/W2765295591","doi":"https://doi.org/10.1145/3132525.3134782","title":"Unobtrusive Monitoring of Parkinson's Disease Based on Digital Biomarkers of Human Behaviour","display_name":"Unobtrusive Monitoring of Parkinson's Disease Based on Digital Biomarkers of Human Behaviour","publication_year":2017,"publication_date":"2017-10-19","ids":{"openalex":"https://openalex.org/W2765295591","doi":"https://doi.org/10.1145/3132525.3134782","mag":"2765295591"},"language":"en","primary_location":{"id":"doi:10.1145/3132525.3134782","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3132525.3134782","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International ACM SIGACCESS Conference on Computers and Accessibility","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/A5031899574","display_name":"Julio Vega","orcid":"https://orcid.org/0000-0002-0140-3392"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Julio Vega","raw_affiliation_strings":["University of Manchester, Manchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073224837","display_name":"Caroline Jay","orcid":"https://orcid.org/0000-0002-6080-1382"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Caroline Jay","raw_affiliation_strings":["University of Manchester, Manchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083965427","display_name":"Markel Vigo","orcid":"https://orcid.org/0000-0003-4768-7623"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Markel Vigo","raw_affiliation_strings":["University of Manchester, Manchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057651456","display_name":"Simon Harper","orcid":"https://orcid.org/0000-0001-9301-5049"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Simon Harper","raw_affiliation_strings":["University of Manchester, Manchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031899574"],"corresponding_institution_ids":["https://openalex.org/I28407311"],"apc_list":null,"apc_paid":null,"fwci":0.8797,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.75448335,"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":"351","last_page":"352"},"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":0.9936000108718872,"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":0.9936000108718872,"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9735000133514404,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9728000164031982,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/motor-symptoms","display_name":"Motor symptoms","score":0.6004213094711304},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5916427969932556},{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.5779306888580322},{"id":"https://openalex.org/keywords/quality-of-life","display_name":"Quality of life (healthcare)","score":0.5586910247802734},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.5546209812164307},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.5402829647064209},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.455983430147171},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4244700074195862},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.4021749496459961},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36739641427993774},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32788872718811035},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3217548429965973},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.2266109585762024},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.2019270956516266}],"concepts":[{"id":"https://openalex.org/C3018987647","wikidata":"https://www.wikidata.org/wiki/Q3221083","display_name":"Motor symptoms","level":4,"score":0.6004213094711304},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5916427969932556},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.5779306888580322},{"id":"https://openalex.org/C2779951463","wikidata":"https://www.wikidata.org/wiki/Q7268788","display_name":"Quality of life (healthcare)","level":2,"score":0.5586910247802734},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.5546209812164307},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.5402829647064209},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.455983430147171},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4244700074195862},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.4021749496459961},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36739641427993774},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32788872718811035},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3217548429965973},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.2266109585762024},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.2019270956516266},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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":3,"locations":[{"id":"doi:10.1145/3132525.3134782","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3132525.3134782","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International ACM SIGACCESS Conference on Computers and Accessibility","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/8459d8f3-a17a-4b08-814a-1e588570d605","is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/8459d8f3-a17a-4b08-814a-1e588570d605","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vega, J, Jay, C, Vigo, M & Harper, S 2017, 'Unobtrusive Monitoring of Parkinson's Disease Based on Digital Biomarkers of Human Behaviour'. https://doi.org/10.1145/3132525.3134782","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pure.atira.dk:publications/8459d8f3-a17a-4b08-814a-1e588570d605","is_oa":false,"landing_page_url":"https://www.research.manchester.ac.uk/portal/en/publications/unobtrusive-monitoring-of-parkinsons-disease-based-on-digital-biomarkers-of-human-behaviour(8459d8f3-a17a-4b08-814a-1e588570d605).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vega, J, Jay, C, Vigo, M & Harper, S 2017, 'Unobtrusive Monitoring of Parkinson's Disease Based on Digital Biomarkers of Human Behaviour'. https://doi.org/10.1145/3132525.3134782","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1995272111","https://openalex.org/W2066806488","https://openalex.org/W2154517926","https://openalex.org/W2338197022","https://openalex.org/W2504895202"],"related_works":["https://openalex.org/W3113736494","https://openalex.org/W3117140735","https://openalex.org/W3118175407","https://openalex.org/W4300409703","https://openalex.org/W2775767512","https://openalex.org/W3150365316","https://openalex.org/W2913756183","https://openalex.org/W4254915353","https://openalex.org/W2315466868","https://openalex.org/W2406584085"],"abstract_inverted_index":{"Parkinson's":[0,58,77],"Disease":[1],"impairs":[2],"the":[3,19,107,148],"motor,":[4],"cognitive":[5],"and":[6,28,63,80,125,128,147],"emotional":[7],"functioning":[8],"of":[9,18,82,145,150],"people.":[10],"Clinicians":[11],"do":[12],"not":[13],"get":[14],"an":[15,60],"accurate":[16],"image":[17],"disease":[20],"because":[21],"patients":[22],"visit":[23],"them":[24],"every":[25],"six":[26],"months":[27],"their":[29],"symptoms":[30,83],"can":[31],"change":[32],"within":[33],"hours.":[34],"Technology":[35],"has":[36],"been":[37],"used":[38],"to":[39,52,56,87,111,141],"tackle":[40],"this":[41,139],"problem,":[42],"but":[43],"most":[44],"approaches":[45],"disrupt":[46],"people's":[47,113],"routines":[48],"or":[49],"are":[50],"uncomfortable":[51],"use.":[53],"We":[54,75,137],"aim":[55],"monitor":[57],"in":[59],"unobtrusive,":[61],"longitudinal":[62],"naturalistic":[64],"way":[65],"based":[66],"on":[67],"digital":[68,135],"biomarkers":[69],"inferred":[70],"from":[71],"smartphone-collected":[72],"heterogeneous":[73],"data.":[74],"use":[76],"clinical":[78],"scales":[79],"self-reporting":[81],"as":[84,134],"ground":[85],"truth":[86],"evaluate":[88],"our":[89],"methodology.":[90],"Here,":[91],"we":[92,96],"present":[93],"three":[94],"insights":[95],"gained":[97],"after":[98],"tracking":[99],"four":[100,104],"people":[101],"24/7":[102],"for":[103,122],"months:":[105],"a)":[106],"monitoring":[108],"smartphone":[109],"needs":[110],"be":[112,132],"primary":[114],"device,":[115],"b)":[116],"participants":[117],"prefer":[118],"a":[119],"paper":[120],"diary":[121],"symptom":[123],"self-reporting,":[124],"c)":[126],"social":[127],"phone":[129],"interaction":[130],"will":[131],"explored":[133],"biomarkers.":[136],"expect":[138],"approach":[140],"improve":[142],"patient's":[143],"quality":[144],"life":[146],"efficiency":[149],"health":[151],"services.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}