{"id":"https://openalex.org/W4318831787","doi":"https://doi.org/10.1038/s41598-023-29091-0","title":"Accuracy and feasibility of a novel fine hand motor skill assessment using computer vision object tracking","display_name":"Accuracy and feasibility of a novel fine hand motor skill assessment using computer vision object tracking","publication_year":2023,"publication_date":"2023-02-01","ids":{"openalex":"https://openalex.org/W4318831787","doi":"https://doi.org/10.1038/s41598-023-29091-0","pmid":"https://pubmed.ncbi.nlm.nih.gov/36725905","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/9892571"},"language":"en","primary_location":{"id":"doi:10.1038/s41598-023-29091-0","doi":"https://doi.org/10.1038/s41598-023-29091-0","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-023-29091-0","pdf_url":"https://www.nature.com/articles/s41598-023-29091-0.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41598-023-29091-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089895351","display_name":"Bokkyu Kim","orcid":"https://orcid.org/0000-0003-4245-373X","observed_orcids":["https://orcid.org/0000-0003-4245-373X"]},"institutions":[{"id":"https://openalex.org/I20388574","display_name":"SUNY Upstate Medical University","ror":"https://ror.org/040kfrw16","country_code":"US","type":"education","lineage":["https://openalex.org/I20388574"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bokkyu Kim","raw_affiliation_strings":["Department of Physical Therapy Education, College of Health Professions, SUNY Upstate Medical University, Syracuse, NY, USA. kimbo@upstate.edu","Department of Physical Therapy Education, College of Health Professions, SUNY Upstate Medical University, Syracuse, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physical Therapy Education, College of Health Professions, SUNY Upstate Medical University, Syracuse, NY, USA. kimbo@upstate.edu","institution_ids":["https://openalex.org/I20388574"]},{"raw_affiliation_string":"Department of Physical Therapy Education, College of Health Professions, SUNY Upstate Medical University, Syracuse, NY, USA","institution_ids":["https://openalex.org/I20388574"]}]},{"author_position":"last","author":{"id":null,"display_name":"Christopher Neville","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I20388574","display_name":"SUNY Upstate Medical University","ror":"https://ror.org/040kfrw16","country_code":"US","type":"education","lineage":["https://openalex.org/I20388574"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Neville","raw_affiliation_strings":["Department of Physical Therapy Education, College of Health Professions, SUNY Upstate Medical University, Syracuse, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physical Therapy Education, College of Health Professions, SUNY Upstate Medical University, Syracuse, NY, USA","institution_ids":["https://openalex.org/I20388574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5089895351"],"corresponding_institution_ids":["https://openalex.org/I20388574"],"apc_list":{"value":2390,"currency":"USD","value_usd":2390},"apc_paid":{"value":2390,"currency":"USD","value_usd":2390},"fwci":2.6851,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.89985888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"13","issue":"1","first_page":"1813","last_page":"1813"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10982","display_name":"Motor Control and Adaptation","score":0.9437999725341797,"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"}},"topics":[{"id":"https://openalex.org/T10982","display_name":"Motor Control and Adaptation","score":0.9437999725341797,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.011900000274181366,"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/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.008999999612569809,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/3d-motion-capture","display_name":"3D motion capture","score":0.9459999799728394},{"id":"https://openalex.org/keywords/action-cameras","display_name":"action cameras","score":0.9549999833106995},{"id":"https://openalex.org/keywords/color-based-object-detection","display_name":"color-based object detection","score":0.9279999732971191}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7527135610580444},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6863094568252563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.644336998462677},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6255316734313965},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.6226681470870972},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5588403344154358},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5456124544143677},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5031866431236267},{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.41412097215652466},{"id":"https://openalex.org/C154586513","wikidata":"https://www.wikidata.org/wiki/Q4420972","display_name":"Tracking system","level":3,"score":0.41390371322631836},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.32437124848365784},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16482889652252197},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D005240","descriptor_name":"Feasibility Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006225","descriptor_name":"Hand","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009048","descriptor_name":"Motor Skills","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011597","descriptor_name":"Psychomotor Performance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1038/s41598-023-29091-0","doi":"https://doi.org/10.1038/s41598-023-29091-0","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-023-29091-0","pdf_url":"https://www.nature.com/articles/s41598-023-29091-0.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},{"id":"doi:10.21203/rs.3.rs-1685137/v1","doi":"https://doi.org/10.21203/rs.3.rs-1685137/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-1685137/v1","pdf_url":"https://www.researchsquare.com/article/rs-1685137/latest.pdf","source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"},{"id":"pmh:oai:pubmedcentral.nih.gov:9892571","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9892571","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9892571/pdf/41598_2023_Article_29091.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sci Rep","raw_type":"Text"},{"id":"pmid:36725905","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36725905","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,"listed_in":[],"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":"Scientific reports","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:16b8d218fd344e14a58dace97db617d1","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/16b8d218fd344e14a58dace97db617d1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Reports, Vol 13, Iss 1, Pp 1-14 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41598-023-29091-0","doi":"https://doi.org/10.1038/s41598-023-29091-0","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-023-29091-0","pdf_url":"https://www.nature.com/articles/s41598-023-29091-0.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309644","display_name":"State University of New York","ror":"https://ror.org/01q1z8k08"},{"id":"https://openalex.org/F4320333038","display_name":"State University of New York Upstate Medical University","ror":"https://ror.org/040kfrw16"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4318831787.pdf","grobid_xml":"https://content.openalex.org/works/W4318831787.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W204532638","https://openalex.org/W1541599871","https://openalex.org/W1809259931","https://openalex.org/W1859756055","https://openalex.org/W1971993148","https://openalex.org/W1984389714","https://openalex.org/W1997508586","https://openalex.org/W2022645500","https://openalex.org/W2030811827","https://openalex.org/W2031610515","https://openalex.org/W2039539255","https://openalex.org/W2054420303","https://openalex.org/W2071133892","https://openalex.org/W2080098562","https://openalex.org/W2084065983","https://openalex.org/W2090075367","https://openalex.org/W2097919178","https://openalex.org/W2107101343","https://openalex.org/W2121870799","https://openalex.org/W2133776785","https://openalex.org/W2142565027","https://openalex.org/W2153956280","https://openalex.org/W2155331539","https://openalex.org/W2165744315","https://openalex.org/W2309704947","https://openalex.org/W2482960386","https://openalex.org/W2581563969","https://openalex.org/W2589402595","https://openalex.org/W2734647161","https://openalex.org/W2790705215","https://openalex.org/W2794766601","https://openalex.org/W2803023819","https://openalex.org/W2805442627","https://openalex.org/W2883978939","https://openalex.org/W2885589100","https://openalex.org/W2890121906","https://openalex.org/W2892212547","https://openalex.org/W2998510742","https://openalex.org/W3004885182","https://openalex.org/W3009669038","https://openalex.org/W3023681781","https://openalex.org/W4200416755","https://openalex.org/W4252144154","https://openalex.org/W4293209991"],"related_works":["https://openalex.org/W2039859550","https://openalex.org/W2173832603","https://openalex.org/W4312085085","https://openalex.org/W2164319647","https://openalex.org/W2007625973","https://openalex.org/W2255222848","https://openalex.org/W3007899188","https://openalex.org/W2135048291","https://openalex.org/W4399350746","https://openalex.org/W7100684818"],"abstract_inverted_index":{"We":[0,49,61,68,86,107,155],"developed":[1],"a":[2,26,44,152],"computer":[3],"vision-based":[4],"three-dimension":[5],"(3D)":[6],"motion":[7],"capture":[8],"system":[9,74,144,160],"employing":[10],"two":[11,63],"action":[12,66],"cameras":[13],"to":[14,31,54,114,135,164,174,188],"examine":[15,32],"fine":[16,45,96,178,197],"hand":[17,46,97,179,198],"motor":[18,47,98,180,199],"skill":[19,99,181],"by":[20,25],"tracking":[21,113],"an":[22],"object":[23,82,110],"manipulated":[24],"hand.":[27],"This":[28],"study":[29],"aimed":[30],"the":[33,56,70,77,89,116,124,128,139,148,159,166,190],"accuracy":[34,58,71],"and":[35,59,112,120,193],"feasibility":[36,91],"of":[37,72,80,151,169],"this":[38],"approach":[39],"for":[40],"detecting":[41],"changes":[42,176],"in":[43,75,83,92,95,102,177,195,201],"skill.":[48],"conducted":[50],"three":[51],"distinct":[52],"experiments":[53],"assess":[55],"system's":[57,90,191],"feasibility.":[60],"employed":[62],"high-resolution,":[64],"high-frame-rate":[65],"cameras.":[67],"evaluated":[69],"our":[73,143],"calculating":[76],"3D":[78,118,149],"locations":[79,150],"moving":[81,153],"various":[84],"directions.":[85],"also":[87,156],"examined":[88],"identifying":[93],"improvement":[94],"after":[100,182],"practice":[101],"eleven":[103],"non-disabled":[104],"young":[105],"adults.":[106],"utilized":[108],"color-based":[109],"detection":[111],"estimate":[115,147],"object's":[117,125],"location,":[119],"then":[121],"we":[122],"computed":[123],"kinematics,":[126],"representing":[127],"endpoint":[129,167],"goal-directed":[130,170],"arm":[131,171],"reaching":[132,172],"movement.":[133],"Compared":[134],"ground":[136],"truth":[137],"measurements,":[138],"findings":[140],"demonstrated":[141],"that":[142,158],"can":[145,161],"adequately":[146],"object.":[154],"showed":[157],"be":[162],"used":[163],"measure":[165],"kinematics":[168],"movements":[173],"detect":[175],"practice.":[183],"Future":[184],"research":[185],"is":[186],"needed":[187],"confirm":[189],"reliability":[192],"validity":[194],"assessing":[196],"skills":[200],"patient":[202],"populations.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2023-02-02T00:00:00"}
