{"id":"https://openalex.org/W3005273353","doi":"https://doi.org/10.3389/fcomp.2020.00003","title":"Data-Efficient Framework for Personalized Physiotherapy Feedback","display_name":"Data-Efficient Framework for Personalized Physiotherapy Feedback","publication_year":2020,"publication_date":"2020-02-04","ids":{"openalex":"https://openalex.org/W3005273353","doi":"https://doi.org/10.3389/fcomp.2020.00003","mag":"3005273353"},"language":"en","primary_location":{"id":"doi:10.3389/fcomp.2020.00003","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fcomp.2020.00003","pdf_url":null,"source":{"id":"https://openalex.org/S4210211086","display_name":"Frontiers in Computer Science","issn_l":"2624-9898","issn":["2624-9898"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3389/fcomp.2020.00003","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021354238","display_name":"Bryan Lao","orcid":null},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Bryan Lao","raw_affiliation_strings":["Mathematical Informatics Laboratory, Graduate School of Information Science, Nara Institute of Science and Technology, Ikoma, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematical Informatics Laboratory, Graduate School of Information Science, Nara Institute of Science and Technology, Ikoma, Japan","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020224515","display_name":"Tomoya Tamei","orcid":null},"institutions":[{"id":"https://openalex.org/I65837984","display_name":"Kobe University","ror":"https://ror.org/03tgsfw79","country_code":"JP","type":"education","lineage":["https://openalex.org/I65837984"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoya Tamei","raw_affiliation_strings":["Center for Mathematical and Data Sciences, Kobe University, Kobe, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Mathematical and Data Sciences, Kobe University, Kobe, Japan","institution_ids":["https://openalex.org/I65837984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062709079","display_name":"Kazushi Ikeda","orcid":"https://orcid.org/0000-0003-3330-6121"},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kazushi Ikeda","raw_affiliation_strings":["Mathematical Informatics Laboratory, Graduate School of Information Science, Nara Institute of Science and Technology, Ikoma, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematical Informatics Laboratory, Graduate School of Information Science, Nara Institute of Science and Technology, Ikoma, Japan","institution_ids":["https://openalex.org/I75917431"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062709079"],"corresponding_institution_ids":["https://openalex.org/I75917431"],"apc_list":{"value":1150,"currency":"USD","value_usd":1285},"apc_paid":{"value":1150,"currency":"USD","value_usd":1285},"fwci":0.1097,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.46355865,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9955999851226807,"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":0.9955999851226807,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7235109210014343},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6607711911201477},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6171737909317017},{"id":"https://openalex.org/keywords/telehealth","display_name":"Telehealth","score":0.5007243156433105},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4979672431945801},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.42606669664382935},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17474159598350525},{"id":"https://openalex.org/keywords/telemedicine","display_name":"Telemedicine","score":0.1432202160358429},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.09829744696617126},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07888272404670715}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7235109210014343},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6607711911201477},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6171737909317017},{"id":"https://openalex.org/C2781050511","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telehealth","level":4,"score":0.5007243156433105},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4979672431945801},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.42606669664382935},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17474159598350525},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.1432202160358429},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.09829744696617126},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07888272404670715},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3389/fcomp.2020.00003","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fcomp.2020.00003","pdf_url":null,"source":{"id":"https://openalex.org/S4210211086","display_name":"Frontiers in Computer Science","issn_l":"2624-9898","issn":["2624-9898"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:12d01268aa9544dcb2fd4e88309f000d","is_oa":false,"landing_page_url":"https://doaj.org/article/12d01268aa9544dcb2fd4e88309f000d","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,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Computer Science, Vol 2 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fcomp.2020.00003","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fcomp.2020.00003","pdf_url":null,"source":{"id":"https://openalex.org/S4210211086","display_name":"Frontiers in Computer Science","issn_l":"2624-9898","issn":["2624-9898"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.7300000190734863}],"awards":[{"id":"https://openalex.org/G2957585024","display_name":"Development of New Generation Artificial Intelligence Based on Theoretical Analyses of Deep Learning","funder_award_id":"18K19821","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1971365603","https://openalex.org/W1991365346","https://openalex.org/W1991808891","https://openalex.org/W2053041901","https://openalex.org/W2060969870","https://openalex.org/W2066350599","https://openalex.org/W2071298120","https://openalex.org/W2075317409","https://openalex.org/W2078040326","https://openalex.org/W2092764533","https://openalex.org/W2096044283","https://openalex.org/W2096157052","https://openalex.org/W2102798418","https://openalex.org/W2124609748","https://openalex.org/W2137983211","https://openalex.org/W2142747340","https://openalex.org/W2157681819","https://openalex.org/W2192152006","https://openalex.org/W2333999473","https://openalex.org/W2564101276","https://openalex.org/W2597623762","https://openalex.org/W2895148522","https://openalex.org/W4236965008","https://openalex.org/W4249502209","https://openalex.org/W6674803106","https://openalex.org/W6730277886","https://openalex.org/W6734449308"],"related_works":["https://openalex.org/W3170020535","https://openalex.org/W2970477638","https://openalex.org/W2912378903","https://openalex.org/W3134723546","https://openalex.org/W4389781895","https://openalex.org/W2410804002","https://openalex.org/W4308006235","https://openalex.org/W1483331398","https://openalex.org/W1975570126","https://openalex.org/W3196817267"],"abstract_inverted_index":{"Physiotherapy":[0],"is":[1,91],"a":[2,36],"labor-intensive":[3],"process":[4],"that":[5,96],"has":[6],"become":[7],"increasingly":[8],"inaccessible.":[9],"Existing":[10],"telehealth":[11],"solutions":[12],"overcome":[13],"many":[14],"of":[15,63,85,105],"the":[16,26,45,69,79,97,103],"logistical":[17],"problems,":[18],"but":[19],"they":[20],"are":[21,66],"cumbersome":[22],"to":[23,47,68,102],"re-calibrate":[24,48],"for":[25,38,49,71,78],"various":[27],"exercises":[28],"involved.":[29],"To":[30],"facilitate":[31],"self-exercise":[32],"efficiently,":[33],"we":[34],"developed":[35],"framework":[37,98],"personalized":[39],"physiotherapy":[40],"exercises.":[41],"Our":[42],"approach":[43],"eliminates":[44],"need":[46],"different":[50],"exercises,":[51],"using":[52],"only":[53],"few":[54],"user-specific":[55],"demonstrations":[56],"available":[57,67],"during":[58],"collocated":[59],"therapy.":[60],"Two":[61],"types":[62],"augmented":[64],"feedback":[65],"user":[70],"self-correction.":[72],"The":[73],"framework's":[74],"utility":[75],"was":[76],"demonstrated":[77],"sit-to-stand":[80],"task,":[81],"an":[82],"important":[83],"activity":[84],"daily":[86],"living.":[87],"Although":[88],"further":[89],"testing":[90],"necessary,":[92],"our":[93],"results":[94],"suggest":[95],"can":[99],"be":[100],"generalized":[101],"learning":[104],"arbitrary":[106],"motor":[107],"behaviors.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
