{"id":"https://openalex.org/W4380364521","doi":"https://doi.org/10.1145/3596244","title":"LemurDx","display_name":"LemurDx","publication_year":2023,"publication_date":"2023-06-12","ids":{"openalex":"https://openalex.org/W4380364521","doi":"https://doi.org/10.1145/3596244"},"language":"en","primary_location":{"id":"doi:10.1145/3596244","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3596244","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"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 ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3596244","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044514558","display_name":"Riku Arakawa","orcid":"https://orcid.org/0000-0001-7868-4754"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Riku Arakawa","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, United States"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, United States","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010929285","display_name":"Karan Ahuja","orcid":"https://orcid.org/0000-0003-2497-0530"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karan Ahuja","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, United States"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, United States","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005320005","display_name":"Kristie J Mak","orcid":"https://orcid.org/0000-0001-7082-9138"},"institutions":[{"id":"https://openalex.org/I4210134769","display_name":"University of Pittsburgh Medical Center","ror":"https://ror.org/04ehecz88","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210098814","https://openalex.org/I4210134769"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristie Mak","raw_affiliation_strings":["University of Pittsburgh Medical Center, Pittsburgh, United States"],"affiliations":[{"raw_affiliation_string":"University of Pittsburgh Medical Center, Pittsburgh, United States","institution_ids":["https://openalex.org/I4210134769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054111084","display_name":"Gwendolyn Thompson","orcid":"https://orcid.org/0009-0007-7853-9654"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gwendolyn Thompson","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, United States"],"affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, United States","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003860563","display_name":"Sam Shaaban","orcid":"https://orcid.org/0000-0001-8273-1517"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sam Shaaban","raw_affiliation_strings":["NuRelm, Pittsburgh, United States"],"affiliations":[{"raw_affiliation_string":"NuRelm, Pittsburgh, United States","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085596418","display_name":"Oliver Lindhiem","orcid":"https://orcid.org/0000-0002-1012-9102"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Oliver Lindhiem","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, United States"],"affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, United States","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030011411","display_name":"Mayank Goel","orcid":"https://orcid.org/0000-0003-1237-7545"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mayank Goel","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, United States"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, United States","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5044514558"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":2.2984,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87929454,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"7","issue":"2","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9695000052452087,"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"}},{"id":"https://openalex.org/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9563000202178955,"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/attention-deficit-hyperactivity-disorder","display_name":"Attention deficit hyperactivity disorder","score":0.763843834400177},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6113688349723816},{"id":"https://openalex.org/keywords/smartwatch","display_name":"Smartwatch","score":0.5375108122825623},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.46133244037628174},{"id":"https://openalex.org/keywords/actigraphy","display_name":"Actigraphy","score":0.45382440090179443},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.35078728199005127},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.27515465021133423},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.2655262351036072},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.22782498598098755},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.21766376495361328}],"concepts":[{"id":"https://openalex.org/C2780783007","wikidata":"https://www.wikidata.org/wiki/Q181923","display_name":"Attention deficit hyperactivity disorder","level":2,"score":0.763843834400177},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6113688349723816},{"id":"https://openalex.org/C29794715","wikidata":"https://www.wikidata.org/wiki/Q5362345","display_name":"Smartwatch","level":3,"score":0.5375108122825623},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.46133244037628174},{"id":"https://openalex.org/C2778996325","wikidata":"https://www.wikidata.org/wiki/Q422201","display_name":"Actigraphy","level":3,"score":0.45382440090179443},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.35078728199005127},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27515465021133423},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.2655262351036072},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.22782498598098755},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.21766376495361328},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C2781210498","wikidata":"https://www.wikidata.org/wiki/Q1869874","display_name":"Insomnia","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3596244","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3596244","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"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 ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3596244","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3596244","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"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 ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5799999833106995,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G5973287427","display_name":null,"funder_award_id":"R41MH119644","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"}],"funders":[{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W110193553","https://openalex.org/W208453467","https://openalex.org/W1480376833","https://openalex.org/W1506726456","https://openalex.org/W1604476085","https://openalex.org/W1987792589","https://openalex.org/W1989792688","https://openalex.org/W2043552268","https://openalex.org/W2048312460","https://openalex.org/W2054905058","https://openalex.org/W2075630169","https://openalex.org/W2075723456","https://openalex.org/W2076746555","https://openalex.org/W2078226468","https://openalex.org/W2088662436","https://openalex.org/W2102388069","https://openalex.org/W2106299823","https://openalex.org/W2111440058","https://openalex.org/W2128525767","https://openalex.org/W2131389448","https://openalex.org/W2155961734","https://openalex.org/W2466188202","https://openalex.org/W2502481583","https://openalex.org/W2532268332","https://openalex.org/W2604630936","https://openalex.org/W2605155555","https://openalex.org/W2614669943","https://openalex.org/W2756418505","https://openalex.org/W2759690896","https://openalex.org/W2794997027","https://openalex.org/W2901427516","https://openalex.org/W2916904544","https://openalex.org/W2972890723","https://openalex.org/W2997591727","https://openalex.org/W2999521969","https://openalex.org/W3012180041","https://openalex.org/W3028854389","https://openalex.org/W3030149917","https://openalex.org/W3034710141","https://openalex.org/W3046092988","https://openalex.org/W3185224044","https://openalex.org/W3209786763","https://openalex.org/W4206315431","https://openalex.org/W4211011045","https://openalex.org/W4212820910","https://openalex.org/W4224087309","https://openalex.org/W4224307273","https://openalex.org/W4284898706","https://openalex.org/W4288359828","https://openalex.org/W4315631070","https://openalex.org/W4366547677","https://openalex.org/W4366581013"],"related_works":["https://openalex.org/W2345409452","https://openalex.org/W4322758506","https://openalex.org/W2899193751","https://openalex.org/W2030000401","https://openalex.org/W2064484569","https://openalex.org/W2016713905","https://openalex.org/W2334446790","https://openalex.org/W2793144455","https://openalex.org/W19795832","https://openalex.org/W4380364521"],"abstract_inverted_index":{"Hyperactivity":[0],"is":[1],"the":[2,72,109,158,162],"most":[3],"dominant":[4],"presentation":[5],"of":[6,36,71,149,160,164,175],"Attention-Deficit/Hyperactivity":[7],"Disorder":[8],"in":[9,91,94,128],"young":[10],"children.":[11],"Currently,":[12],"measuring":[13],"hyperactivity":[14,37,93,165,176],"involves":[15],"parents'":[16],"or":[17,186],"teachers'":[18],"reports.":[19],"These":[20,123],"reports":[21],"are":[22],"vulnerable":[23],"to":[24,29,57,119,184],"subjectivity":[25],"and":[26,112,172,180],"can":[27],"lead":[28],"misdiagnosis.":[30],"LemurDx":[31],"provides":[32],"an":[33,170],"objective":[34,173],"measure":[35],"using":[38,177],"passive":[39],"mobile":[40],"sensing.":[41],"We":[42,100],"collected":[43],"data":[44,111],"from":[45,108],"61":[46],"children":[47,95,185],"(25":[48],"with":[49,169],"hyperactivity)":[50],"who":[51,137],"wore":[52],"a":[53,69,76,139,142,150],"smartwatch":[54],"for":[55,141],"up":[56],"7":[58],"days":[59],"without":[60],"changing":[61],"their":[62,187],"daily":[63],"routine.":[64],"The":[65],"participants'":[66],"parents":[67],"maintained":[68],"log":[70],"child's":[73,151],"activities":[74],"at":[75],"half-hour":[77],"granularity":[78],"(e.g.,":[79],"sitting,":[80],"exercising)":[81],"as":[82],"contextual":[83],"information.":[84],"Our":[85,155],"ML":[86],"models":[87,103,124],"achieved":[88,125],"85.2%":[89],"accuracy":[90,127],"detecting":[92,129],"(using":[96],"parent-provided":[97],"activity":[98,117],"labels).":[99],"also":[101],"built":[102],"that":[104,146],"estimated":[105],"children's":[106],"context":[107],"sensor":[110],"did":[113],"not":[114],"rely":[115],"on":[116],"labels":[118],"reduce":[120],"parent":[121],"burden.":[122],"82.0%":[126],"hyperactivity.":[130],"In":[131],"addition,":[132],"we":[133],"interviewed":[134],"five":[135],"clinicians":[136,168],"suggested":[138],"need":[140],"tractable":[143],"risk":[144],"score":[145,174],"enables":[147],"analysis":[148],"behavior":[152],"across":[153],"contexts.":[154],"results":[156],"show":[157],"feasibility":[159],"supporting":[161],"diagnosis":[163],"by":[166],"providing":[167],"interpretable":[171],"off-the-shelf":[178],"watches":[179],"adding":[181],"no":[182],"constraints":[183],"guardians.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2023-06-13T00:00:00"}
