{"id":"https://openalex.org/W2997680151","doi":"https://doi.org/10.1109/jbhi.2019.2961748","title":"Detecting Parkinsonian Tremor From IMU Data Collected in-the-Wild Using Deep Multiple-Instance Learning","display_name":"Detecting Parkinsonian Tremor From IMU Data Collected in-the-Wild Using Deep Multiple-Instance Learning","publication_year":2019,"publication_date":"2019-12-24","ids":{"openalex":"https://openalex.org/W2997680151","doi":"https://doi.org/10.1109/jbhi.2019.2961748","mag":"2997680151","pmid":"https://pubmed.ncbi.nlm.nih.gov/31880570"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2019.2961748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2019.2961748","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2005.04185","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101470987","display_name":"Alexandros Papadopoulos","orcid":"https://orcid.org/0000-0002-8137-1350"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Alexandros Papadopoulos","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Multimedia Understanding Group, Information Processing Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":"https://orcid.org/0000-0002-8137-1350","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Multimedia Understanding Group, Information Processing Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007682979","display_name":"Konstantinos Kyritsis","orcid":"https://orcid.org/0000-0003-0905-7786"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Kyritsis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Multimedia Understanding Group, Information Processing Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":"https://orcid.org/0000-0003-0905-7786","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Multimedia Understanding Group, Information Processing Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080420508","display_name":"Lisa Klingelhoefer","orcid":"https://orcid.org/0000-0003-2037-6518"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lisa Klingelhoefer","raw_affiliation_strings":["Department of Neurology, Technical University of Dresden, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Technical University of Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003777067","display_name":"Sevasti Bostanjopoulou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157387","display_name":"G. Papanikolaou General Hospital","ror":"https://ror.org/0463dsf87","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210157387"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Sevasti Bostanjopoulou","raw_affiliation_strings":["Third Neurological Clinic, Papanikolaou Hospital, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Third Neurological Clinic, Papanikolaou Hospital, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210157387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032235791","display_name":"\u041a. Ray Chaudhuri","orcid":"https://orcid.org/0000-0003-2815-0505"},"institutions":[{"id":"https://openalex.org/I4210111135","display_name":"King's College Hospital NHS Foundation Trust","ror":"https://ror.org/01n0k5m85","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210111135"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"K. Ray Chaudhuri","raw_affiliation_strings":["International Parkinson Excellence Research Centre, King's College Hospital, NHS Foundation Trust, London, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Parkinson Excellence Research Centre, King's College Hospital, NHS Foundation Trust, London, U.K","institution_ids":["https://openalex.org/I4210111135"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018812989","display_name":"Anastasios Delopoulos","orcid":"https://orcid.org/0000-0001-8220-8486"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Anastasios Delopoulos","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Multimedia Understanding Group, Information Processing Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":"https://orcid.org/0000-0001-8220-8486","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Multimedia Understanding Group, Information Processing Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.7242,"has_fulltext":false,"cited_by_count":73,"citation_normalized_percentile":{"value":0.95467333,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"24","issue":"9","first_page":"2559","last_page":"2569"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":0.9994000196456909,"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/T10919","display_name":"Neurological disorders and treatments","score":0.9994000196456909,"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9965999722480774,"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/T10863","display_name":"Voice and Speech Disorders","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.7405994534492493},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.7255787253379822},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7222908139228821},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7210476398468018},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5578662157058716},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5572858452796936},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.5513378381729126},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4475895166397095},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44710618257522583},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3634655177593231},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18433374166488647}],"concepts":[{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.7405994534492493},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.7255787253379822},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7222908139228821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7210476398468018},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5578662157058716},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5572858452796936},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.5513378381729126},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4475895166397095},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44710618257522583},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3634655177593231},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18433374166488647},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","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}],"mesh":[{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D014202","descriptor_name":"Tremor","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D014202","descriptor_name":"Tremor","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D014202","descriptor_name":"Tremor","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1109/jbhi.2019.2961748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2019.2961748","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:31880570","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31880570","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":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:arXiv.org:2005.04185","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.04185","pdf_url":"https://arxiv.org/pdf/2005.04185","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/e121f8a2-72b0-4549-9ecf-1e2b96d2fa2a","is_oa":false,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/e121f8a2-72b0-4549-9ecf-1e2b96d2fa2a","pdf_url":null,"source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Papadopoulos, A, Kyritsis, K, Klingelhoefer, L, Bostanjopoulou, S, Chaudhuri, K R & Delopoulos, A 2019, 'Detecting Parkinsonian Tremor from IMU Data Collected In-The-Wild using Deep Multiple-Instance Learning', IEEE Journal of Biomedical and Health Informatics. https://doi.org/10.1109/JBHI.2019.2961748","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2005.04185","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.04185","pdf_url":"https://arxiv.org/pdf/2005.04185","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6066520390","display_name":null,"funder_award_id":"690494","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W76115318","https://openalex.org/W1522301498","https://openalex.org/W1562359367","https://openalex.org/W1625255723","https://openalex.org/W1966385142","https://openalex.org/W1969645531","https://openalex.org/W2035712659","https://openalex.org/W2084627109","https://openalex.org/W2091000525","https://openalex.org/W2095134828","https://openalex.org/W2104033295","https://openalex.org/W2108745803","https://openalex.org/W2110119381","https://openalex.org/W2123467994","https://openalex.org/W2145954079","https://openalex.org/W2163374897","https://openalex.org/W2323830726","https://openalex.org/W2343698281","https://openalex.org/W2343974644","https://openalex.org/W2400436994","https://openalex.org/W2531897166","https://openalex.org/W2560886373","https://openalex.org/W2579747565","https://openalex.org/W2753798143","https://openalex.org/W2754509775","https://openalex.org/W2785934082","https://openalex.org/W2807561669","https://openalex.org/W2896710418","https://openalex.org/W2963403868","https://openalex.org/W2964069537","https://openalex.org/W2964121744","https://openalex.org/W2964348082","https://openalex.org/W2969944904","https://openalex.org/W2979928260","https://openalex.org/W2997936244","https://openalex.org/W3103552852","https://openalex.org/W4288276356","https://openalex.org/W4385245566","https://openalex.org/W6603106657","https://openalex.org/W6631190155","https://openalex.org/W6633500284","https://openalex.org/W6636494156","https://openalex.org/W6642552962","https://openalex.org/W6676245398","https://openalex.org/W6739901393","https://openalex.org/W6744580074","https://openalex.org/W6747701563"],"related_works":["https://openalex.org/W2953234277","https://openalex.org/W2626256601","https://openalex.org/W147410782","https://openalex.org/W2900413183","https://openalex.org/W2765080098","https://openalex.org/W4390975304","https://openalex.org/W1973973903","https://openalex.org/W2992410632","https://openalex.org/W2768717251","https://openalex.org/W2025756212"],"abstract_inverted_index":{"Parkinson's":[0],"Disease":[1],"(PD)":[2],"is":[3,151,179],"a":[4,123,139,144,149,162,174,199],"slowly":[5],"evolving":[6],"neurological":[7],"disease":[8,35],"that":[9,24,75,178,222],"affects":[10],"about":[11],"[Formula:":[12],"see":[13],"text]":[14],"of":[15,39,50,59,86,97,157,203,232],"the":[16,34,47,51,55,60,84,186,218,223,229],"population":[17],"above":[18],"60":[19],"years":[20],"old,":[21],"causing":[22],"symptoms":[23,41,88],"are":[25],"subtle":[26],"at":[27,109],"first,":[28],"but":[29],"whose":[30],"intensity":[31],"increases":[32],"as":[33,45,90,105,153],"progresses.":[36],"Automated":[37],"detection":[38],"these":[40,98],"could":[42],"offer":[43],"clues":[44],"to":[46,72,80,131,181],"early":[48],"onset":[49],"disease,":[52],"thus":[53,111],"improving":[54],"expected":[56],"clinical":[57],"outcomes":[58],"patients":[61],"via":[62,138],"appropriately":[63],"targeted":[64],"interventions.":[65],"This":[66],"potential":[67],"has":[68],"led":[69],"many":[70],"researchers":[71],"develop":[73],"methods":[74],"use":[76],"widely":[77],"available":[78],"sensors":[79],"measure":[81],"and":[82,93,161],"quantify":[83],"presence":[85],"PD":[87],"such":[89,104],"tremor,":[91],"rigidity":[92],"braykinesia.":[94],"However,":[95],"most":[96],"approaches":[99],"operate":[100],"under":[101,115],"controlled":[102],"settings,":[103],"in":[106,217],"lab":[107],"or":[108],"home,":[110],"limiting":[112],"their":[113],"applicability":[114],"free-living":[116],"conditions.":[117],"In":[118],"this":[119],"work,":[120],"we":[121],"present":[122],"method":[124,168,225],"for":[125],"automatically":[126],"identifying":[127],"tremorous":[128],"episodes":[129],"related":[130],"PD,":[132],"based":[133],"on":[134,198],"IMU":[135],"signals":[136,208],"captured":[137],"smartphone":[140],"device.":[141],"We":[142,194],"propose":[143],"Multiple-Instance":[145],"Learning":[146],"approach,":[147],"wherein":[148],"subject":[150,187],"represented":[152],"an":[154],"unordered":[155],"bag":[156],"accelerometer":[158,207],"signal":[159],"segments":[160],"single,":[163],"expert-provided,":[164],"tremor":[165],"annotation.":[166],"Our":[167],"combines":[169],"deep":[170],"feature":[171],"learning":[172],"with":[173],"learnable":[175],"pooling":[176],"stage":[177],"able":[180],"identify":[182],"key":[183],"instances":[184],"within":[185],"bag,":[188],"while":[189],"still":[190],"being":[191],"trainable":[192],"end-to-end.":[193],"validate":[195],"our":[196],"algorithm":[197],"newly":[200],"introduced":[201],"dataset":[202],"45":[204],"subjects,":[205],"containing":[206],"collected":[209],"entirely":[210],"in-the-wild.":[211],"The":[212],"good":[213],"classification":[214],"performance":[215],"obtained":[216],"conducted":[219],"experiments":[220],"suggests":[221],"proposed":[224],"can":[226],"efficiently":[227],"navigate":[228],"noisy":[230],"environment":[231],"in-the-wild":[233],"recordings.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}