{"id":"https://openalex.org/W4388667082","doi":"https://doi.org/10.1109/bhi58575.2023.10313375","title":"Providing Hand Use Context for Outpatient Neurorehabilitation with Egocentric Object Detection","display_name":"Providing Hand Use Context for Outpatient Neurorehabilitation with Egocentric Object Detection","publication_year":2023,"publication_date":"2023-10-15","ids":{"openalex":"https://openalex.org/W4388667082","doi":"https://doi.org/10.1109/bhi58575.2023.10313375"},"language":"en","primary_location":{"id":"doi:10.1109/bhi58575.2023.10313375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi58575.2023.10313375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5012633614","display_name":"Adesh Kadambi","orcid":"https://orcid.org/0000-0001-5129-1985"},"institutions":[{"id":"https://openalex.org/I1325899441","display_name":"University Health Network","ror":"https://ror.org/042xt5161","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I2799838188","display_name":"Toronto Rehabilitation Institute","ror":"https://ror.org/00mxe0976","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441","https://openalex.org/I2799838188"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Adesh Kadambi","raw_affiliation_strings":["University Health Network,KITE - Toronto Rehabilitation Institute,Toronto,ON,Canada","Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada","KITE - Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Health Network,KITE - Toronto Rehabilitation Institute,Toronto,ON,Canada","institution_ids":["https://openalex.org/I1325899441","https://openalex.org/I2799838188"]},{"raw_affiliation_string":"Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"KITE - Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1325899441","https://openalex.org/I2799838188"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048203934","display_name":"Jos\u00e9 Zariffa","orcid":"https://orcid.org/0000-0002-8842-745X"},"institutions":[{"id":"https://openalex.org/I1325899441","display_name":"University Health Network","ror":"https://ror.org/042xt5161","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I2799838188","display_name":"Toronto Rehabilitation Institute","ror":"https://ror.org/00mxe0976","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441","https://openalex.org/I2799838188"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Zariffa","raw_affiliation_strings":["University Health Network,KITE - Toronto Rehabilitation Institute,Toronto,ON,Canada","Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada","KITE - Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Health Network,KITE - Toronto Rehabilitation Institute,Toronto,ON,Canada","institution_ids":["https://openalex.org/I1325899441","https://openalex.org/I2799838188"]},{"raw_affiliation_string":"Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"KITE - Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1325899441","https://openalex.org/I2799838188"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8256,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67773678,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"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/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"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/T10925","display_name":"Spinal Cord Injury Research","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/T11097","display_name":"Cerebral Palsy and Movement Disorders","score":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6653717160224915},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.649421215057373},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6475486159324646},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.627164363861084},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5050087571144104},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.49049800634384155},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47365865111351013},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4712315797805786},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45742666721343994},{"id":"https://openalex.org/keywords/rehabilitation","display_name":"Rehabilitation","score":0.4529196619987488},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4453483819961548},{"id":"https://openalex.org/keywords/activities-of-daily-living","display_name":"Activities of daily living","score":0.444953590631485},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.4207664728164673},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.42004865407943726},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4110339879989624},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.19574177265167236},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16175580024719238},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.08802372217178345}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6653717160224915},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.649421215057373},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6475486159324646},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.627164363861084},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5050087571144104},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.49049800634384155},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47365865111351013},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4712315797805786},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45742666721343994},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.4529196619987488},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4453483819961548},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.444953590631485},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.4207664728164673},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.42004865407943726},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4110339879989624},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.19574177265167236},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16175580024719238},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.08802372217178345},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bhi58575.2023.10313375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi58575.2023.10313375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320308297","display_name":"Craig H. Neilsen Foundation","ror":"https://ror.org/00k0a6x92"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W997324159","https://openalex.org/W2069596341","https://openalex.org/W2074448530","https://openalex.org/W2117594417","https://openalex.org/W2133196985","https://openalex.org/W2316022078","https://openalex.org/W2558804171","https://openalex.org/W2924911537","https://openalex.org/W3034891989","https://openalex.org/W3088882399","https://openalex.org/W3115746491","https://openalex.org/W3176165731","https://openalex.org/W3188232497","https://openalex.org/W4283378657","https://openalex.org/W4312424618","https://openalex.org/W4312456860","https://openalex.org/W6799385565"],"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/W2528680939"],"abstract_inverted_index":{"Advancements":[0],"in":[1,16,147,183,195],"wearable":[2,190],"technology":[3,191],"and":[4,30,49,85,111,128,168,192,198,202],"machine":[5,193],"learning":[6,194],"have":[7],"the":[8,41,136,141,156,177,187],"potential":[9,178],"to":[10,103],"enhance":[11],"rehabilitation":[12,197],"therapy":[13,184],"planning,":[14,185],"particularly":[15],"outpatient":[17,196],"settings":[18],"by":[19,55,165],"capturing":[20],"context-specific":[21],"information":[22],"about":[23],"an":[24,104,121],"individual\u2019s":[25],"hand":[26],"use,":[27],"including":[28],"interactions":[29],"activities":[31],"of":[32,43,80,95,106,123,151,179,189],"daily":[33],"living":[34],"(ADLs).":[35],"In":[36],"this":[37,171],"study,":[38],"we":[39],"evaluated":[40,68,91,134],"performance":[42,101,119,158],"two":[44],"object":[45,180],"detection":[46,181],"models,":[47],"Detic":[48,116],"UniDet,":[50,66],"on":[51,69,92,135],"egocentric":[52],"videos":[53],"recorded":[54],"individuals":[56],"with":[57,120],"spinal":[58],"cord":[59],"injury":[60],"(SCI).":[61],"Our":[62],"evaluations":[63],"revealed":[64],"that":[65,155],"when":[67,133],"its":[70],"original":[71],"700":[72],"classes,":[73],"achieved":[74],"a":[75,93,148],"Mean":[76],"Average":[77],"Precision":[78],"(mAP)":[79],"0.038":[81],"for":[82,87,108,113,125,130],"all":[83,109,126],"objects":[84,110,127,132],"0.099":[86],"active":[88,114,131],"objects.":[89,115],"When":[90],"set":[94],"27":[96,137],"consolidated":[97],"functional":[98,138],"categories,":[99],"UniDet\u2019s":[100],"improved":[102],"mAP":[105,122],"0.16":[107],"0.19":[112,124],"demonstrated":[117],"superior":[118],"0.30":[129],"categories.":[139],"However,":[140],"ground":[142],"truth":[143],"labelling":[144],"strategy":[145],"resulted":[146],"large":[149],"number":[150],"false":[152],"positives,":[153],"suggesting":[154],"model":[157],"is":[159],"likely":[160],"higher.":[161],"Despite":[162],"challenges":[163],"posed":[164],"low-light":[166],"conditions":[167],"motion":[169],"blur,":[170],"study":[172],"provides":[173],"crucial":[174],"insights":[175],"into":[176],"models":[182],"facilitating":[186],"integration":[188],"enabling":[199],"more":[200],"personalized":[201],"effective":[203],"therapeutic":[204],"strategies.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}