{"id":"https://openalex.org/W4406266089","doi":"https://doi.org/10.1109/gcce62371.2024.10760826","title":"Vertebral Force Prediction during Manual Lifting using Sagittal Plane Posture and Machine Learning","display_name":"Vertebral Force Prediction during Manual Lifting using Sagittal Plane Posture and Machine Learning","publication_year":2024,"publication_date":"2024-10-29","ids":{"openalex":"https://openalex.org/W4406266089","doi":"https://doi.org/10.1109/gcce62371.2024.10760826"},"language":"en","primary_location":{"id":"doi:10.1109/gcce62371.2024.10760826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce62371.2024.10760826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 13th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"},"type":"article","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/A5026876538","display_name":"Kodai Kitagawa","orcid":"https://orcid.org/0000-0002-3321-8124"},"institutions":[{"id":"https://openalex.org/I4210118990","display_name":"Hachinohe National College of Technology","ror":"https://ror.org/030qq9y73","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210118990"]},{"id":"https://openalex.org/I4210120810","display_name":"National Institute of Technology","ror":"https://ror.org/02xqkcw08","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210120810"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kodai Kitagawa","raw_affiliation_strings":["Hachinohe College Hachinohe,National Institute of Technology,Department of Industrial Systems Engineering,Japan"],"affiliations":[{"raw_affiliation_string":"Hachinohe College Hachinohe,National Institute of Technology,Department of Industrial Systems Engineering,Japan","institution_ids":["https://openalex.org/I4210118990","https://openalex.org/I4210120810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024344040","display_name":"M. Hida","orcid":"https://orcid.org/0000-0002-2186-1171"},"institutions":[{"id":"https://openalex.org/I312878625","display_name":"Osaka Kawasaki Rehabilitation University","ror":"https://ror.org/04bn56254","country_code":"JP","type":"education","lineage":["https://openalex.org/I312878625"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mitsumasa Hida","raw_affiliation_strings":["Osaka Kawasaki Rehabilitation University,Department of Rehabilitation,Kaizuka,Japan"],"affiliations":[{"raw_affiliation_string":"Osaka Kawasaki Rehabilitation University,Department of Rehabilitation,Kaizuka,Japan","institution_ids":["https://openalex.org/I312878625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101650175","display_name":"Chikamune Wada","orcid":"https://orcid.org/0000-0002-8349-7141"},"institutions":[{"id":"https://openalex.org/I207014233","display_name":"Kyushu Institute of Technology","ror":"https://ror.org/02278tr80","country_code":"JP","type":"education","lineage":["https://openalex.org/I207014233"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Chikamune Wada","raw_affiliation_strings":["Graduate School of Life Science and Systems Engineering Kyushu Institute of Technology Kitakyushu,Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Life Science and Systems Engineering Kyushu Institute of Technology Kitakyushu,Japan","institution_ids":["https://openalex.org/I207014233"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101561194","display_name":"Hiroaki Yamamoto","orcid":"https://orcid.org/0000-0002-6157-2489"},"institutions":[{"id":"https://openalex.org/I4210102605","display_name":"Fukuoka Kinen Hospital","ror":"https://ror.org/01gyggx34","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210102605"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroaki Yamamoto","raw_affiliation_strings":["Fukuoka Tenjin Medical Rehabilitation Academy,Department of Physical Therapy,Fukuoka,Japan"],"affiliations":[{"raw_affiliation_string":"Fukuoka Tenjin Medical Rehabilitation Academy,Department of Physical Therapy,Fukuoka,Japan","institution_ids":["https://openalex.org/I4210102605"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026876538"],"corresponding_institution_ids":["https://openalex.org/I4210118990","https://openalex.org/I4210120810"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33711673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"952","last_page":"953"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.974399983882904,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.974399983882904,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10084","display_name":"Musculoskeletal pain and rehabilitation","score":0.9710999727249146,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology"},"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9592999815940857,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sagittal-plane","display_name":"Sagittal plane","score":0.8828685283660889},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6072165369987488},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45688846707344055},{"id":"https://openalex.org/keywords/plane","display_name":"Plane (geometry)","score":0.41384193301200867},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3703908324241638},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32434260845184326},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14406496286392212},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12219202518463135},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.07862839102745056},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.07102176547050476}],"concepts":[{"id":"https://openalex.org/C178910020","wikidata":"https://www.wikidata.org/wiki/Q2211994","display_name":"Sagittal plane","level":2,"score":0.8828685283660889},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6072165369987488},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45688846707344055},{"id":"https://openalex.org/C17825722","wikidata":"https://www.wikidata.org/wiki/Q17285","display_name":"Plane (geometry)","level":2,"score":0.41384193301200867},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3703908324241638},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32434260845184326},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14406496286392212},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12219202518463135},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.07862839102745056},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.07102176547050476}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcce62371.2024.10760826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce62371.2024.10760826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 13th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Vertebral":[0,26],"force":[1,20,27,78,129,148,170],"during":[2,96],"manual":[3,97,108],"lifting":[4,109],"causes":[5],"lower":[6],"back":[7],"pain":[8],"(LBP)":[9],"among":[10],"workers":[11],"in":[12],"various":[13],"occupational":[14],"fields.":[15],"Continuous":[16],"monitoring":[17],"of":[18,67,115],"vertebral":[19,57,77,87,103,128,147,169],"is":[21,70],"required":[22],"for":[23,76,105,168],"preventing":[24],"LBP.":[25],"can":[28,165],"be":[29,166],"measured":[30],"directly":[31],"by":[32,89,149],"implant":[33,37,132],"devices;":[34],"however,":[35,59],"these":[36],"devices":[38,62],"are":[39,63],"difficult":[40],"to":[41,71],"install":[42],"on":[43],"general":[44],"workers.":[45],"Non-invasive":[46],"technologies":[47],"such":[48],"as":[49],"an":[50],"optical":[51],"motion":[52],"capture":[53],"system":[54],"could":[55,145],"estimate":[56],"force,":[58],"special":[60],"measurement":[61,74],"necessary.":[64],"The":[65,83,99,134],"objective":[66],"this":[68],"study":[69],"propose":[72],"non-invasive":[73],"method":[75,85,101,118,140,164],"using":[79,141,172],"ordinary":[80,173],"digital":[81],"camera.":[82],"proposed":[84,100,117,139,163],"predicts":[86],"forces":[88,104],"machine":[90],"learning":[91],"and":[92,113,127],"sagittal":[93,124],"plane":[94],"posture":[95],"lifting.":[98],"predicted":[102],"48":[106],"trials":[107],"via":[110],"leave-one-out-cross-validation.":[111],"Training":[112],"testing":[114],"the":[116,138,162],"used":[119,167],"OrthoLoad":[120],"database":[121],"that":[122,137,161],"included":[123],"2D":[125],"images":[126],"obtained":[130],"from":[131],"device.":[133],"results":[135,158],"showed":[136],"model":[142],"tree":[143],"algorithm":[144],"predict":[146],"greater":[150],"than":[151],"0.7":[152],"correlation":[153],"with":[154],"actual":[155],"values.":[156],"These":[157],"indicate":[159],"possibility":[160],"assessments":[171],"devices.":[174]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
