{"id":"https://openalex.org/W4391944120","doi":"https://doi.org/10.3390/s24041337","title":"Regression-Based Machine Learning for Predicting Lifting Movement Pattern Change in People with Low Back Pain","display_name":"Regression-Based Machine Learning for Predicting Lifting Movement Pattern Change in People with Low Back Pain","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4391944120","doi":"https://doi.org/10.3390/s24041337","pmid":"https://pubmed.ncbi.nlm.nih.gov/38400495"},"language":"en","primary_location":{"id":"doi:10.3390/s24041337","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24041337","pdf_url":"https://www.mdpi.com/1424-8220/24/4/1337/pdf?version=1708338590","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/4/1337/pdf?version=1708338590","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023732820","display_name":"Trung C. Phan","orcid":"https://orcid.org/0000-0003-4226-0743"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Trung C. Phan","raw_affiliation_strings":["School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Hawthorn, VIC 3122, Australia"],"raw_orcid":"https://orcid.org/0000-0003-4226-0743","affiliations":[{"raw_affiliation_string":"School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Hawthorn, VIC 3122, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044264719","display_name":"Adrian Pranata","orcid":"https://orcid.org/0000-0002-7877-1679"},"institutions":[{"id":"https://openalex.org/I4210135985","display_name":"Shanghai University of Medicine and Health Sciences","ror":"https://ror.org/03ns6aq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135985"]},{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]},{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Adrian Pranata","raw_affiliation_strings":["College of Rehabilitation Sciences, Shanghai University of Medicine and Health Sciences, Shanghai 201318, China","School of Health Sciences, Swinburne University of Technology, Hawthorn, VIC 3122, Australia","School of Health and Biomedical Sciences, RMIT University, Melbourne, VIC 3000, Australia","School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Hawthorn, VIC 3122, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7877-1679","affiliations":[{"raw_affiliation_string":"College of Rehabilitation Sciences, Shanghai University of Medicine and Health Sciences, Shanghai 201318, China","institution_ids":["https://openalex.org/I4210135985"]},{"raw_affiliation_string":"School of Health Sciences, Swinburne University of Technology, Hawthorn, VIC 3122, Australia","institution_ids":["https://openalex.org/I57093077"]},{"raw_affiliation_string":"School of Health and Biomedical Sciences, RMIT University, Melbourne, VIC 3000, Australia","institution_ids":["https://openalex.org/I82951845"]},{"raw_affiliation_string":"School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Hawthorn, VIC 3122, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007011179","display_name":"Joshua Farragher","orcid":"https://orcid.org/0000-0003-3282-1834"},"institutions":[{"id":"https://openalex.org/I4210135985","display_name":"Shanghai University of Medicine and Health Sciences","ror":"https://ror.org/03ns6aq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135985"]},{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Joshua Farragher","raw_affiliation_strings":["College of Rehabilitation Sciences, Shanghai University of Medicine and Health Sciences, Shanghai 201318, China","School of Health and Biomedical Sciences, RMIT University, Melbourne, VIC 3000, Australia"],"raw_orcid":"https://orcid.org/0000-0003-3282-1834","affiliations":[{"raw_affiliation_string":"College of Rehabilitation Sciences, Shanghai University of Medicine and Health Sciences, Shanghai 201318, China","institution_ids":["https://openalex.org/I4210135985"]},{"raw_affiliation_string":"School of Health and Biomedical Sciences, RMIT University, Melbourne, VIC 3000, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007752151","display_name":"Adam L. Bryant","orcid":"https://orcid.org/0000-0002-6778-5274"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Adam Bryant","raw_affiliation_strings":["Centre for Health, Exercise and Sports Medicine, Department of Physiotherapy, The University of Melbourne, Melbourne, VIC 3010, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health, Exercise and Sports Medicine, Department of Physiotherapy, The University of Melbourne, Melbourne, VIC 3010, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100716476","display_name":"Hung T. Nguyen","orcid":"https://orcid.org/0000-0003-3373-8178"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hung T. Nguyen","raw_affiliation_strings":["School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Hawthorn, VIC 3122, Australia"],"raw_orcid":"https://orcid.org/0000-0003-3373-8178","affiliations":[{"raw_affiliation_string":"School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Hawthorn, VIC 3122, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018877662","display_name":"Rifai Chai","orcid":"https://orcid.org/0000-0002-1922-7024"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Rifai Chai","raw_affiliation_strings":["School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Hawthorn, VIC 3122, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1922-7024","affiliations":[{"raw_affiliation_string":"School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Hawthorn, VIC 3122, Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5018877662"],"corresponding_institution_ids":["https://openalex.org/I57093077"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":4.1943,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.9352856,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"24","issue":"4","first_page":"1337","last_page":"1337"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10084","display_name":"Musculoskeletal pain and rehabilitation","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T10084","display_name":"Musculoskeletal pain and rehabilitation","score":0.9988999962806702,"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":0.9557999968528748,"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"}},{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9228000044822693,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6944583058357239},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.691213071346283},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6225628852844238},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.6161388158798218},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6065762639045715},{"id":"https://openalex.org/keywords/sagittal-plane","display_name":"Sagittal plane","score":0.570671796798706},{"id":"https://openalex.org/keywords/trunk","display_name":"Trunk","score":0.49467846751213074},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.48181262612342834},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.47270581126213074},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16762512922286987},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16305607557296753},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12365108728408813}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6944583058357239},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.691213071346283},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6225628852844238},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.6161388158798218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6065762639045715},{"id":"https://openalex.org/C178910020","wikidata":"https://www.wikidata.org/wiki/Q2211994","display_name":"Sagittal plane","level":2,"score":0.570671796798706},{"id":"https://openalex.org/C2781197403","wikidata":"https://www.wikidata.org/wiki/Q193472","display_name":"Trunk","level":2,"score":0.49467846751213074},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.48181262612342834},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.47270581126213074},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16762512922286987},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16305607557296753},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12365108728408813},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007717","descriptor_name":"Knee","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007717","descriptor_name":"Knee","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007717","descriptor_name":"Knee","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007717","descriptor_name":"Knee","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017116","descriptor_name":"Low Back Pain","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D017116","descriptor_name":"Low Back Pain","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D017116","descriptor_name":"Low Back Pain","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D017116","descriptor_name":"Low Back Pain","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D017770","descriptor_name":"Lifting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017770","descriptor_name":"Lifting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017770","descriptor_name":"Lifting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017770","descriptor_name":"Lifting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s24041337","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24041337","pdf_url":"https://www.mdpi.com/1424-8220/24/4/1337/pdf?version=1708338590","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38400495","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38400495","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,"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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10891548","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10891548","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10891548/pdf/sensors-24-01337.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,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:ebb3baa5c0dc406d9ca7fec910fd22e1","is_oa":false,"landing_page_url":"https://doaj.org/article/ebb3baa5c0dc406d9ca7fec910fd22e1","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":"Sensors, Vol 24, Iss 4, p 1337 (2024)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/27586368","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s24041337","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24041337","pdf_url":"https://www.mdpi.com/1424-8220/24/4/1337/pdf?version=1708338590","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391944120.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1804382742","https://openalex.org/W1984460973","https://openalex.org/W2084358449","https://openalex.org/W2096218277","https://openalex.org/W2118778027","https://openalex.org/W2127153992","https://openalex.org/W2137226992","https://openalex.org/W2145651029","https://openalex.org/W2165768812","https://openalex.org/W2206259485","https://openalex.org/W2212808702","https://openalex.org/W2244486986","https://openalex.org/W2789103564","https://openalex.org/W2900303043","https://openalex.org/W2969334670","https://openalex.org/W3016080921","https://openalex.org/W3018758730","https://openalex.org/W3090556953","https://openalex.org/W3091227556","https://openalex.org/W3118299338","https://openalex.org/W3125045698","https://openalex.org/W3149839747","https://openalex.org/W3152804902","https://openalex.org/W3164178104","https://openalex.org/W3184308629","https://openalex.org/W3214400552","https://openalex.org/W4211049957","https://openalex.org/W4212883601","https://openalex.org/W4214676028","https://openalex.org/W4225658221","https://openalex.org/W4239510810","https://openalex.org/W4240410738","https://openalex.org/W4289860747","https://openalex.org/W4295080240","https://openalex.org/W4296907771","https://openalex.org/W4297957988","https://openalex.org/W4319656431","https://openalex.org/W4322622206","https://openalex.org/W4324329654","https://openalex.org/W4380083166","https://openalex.org/W4387705862","https://openalex.org/W6680532697","https://openalex.org/W6804167914"],"related_works":["https://openalex.org/W4200112873","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W2004826645","https://openalex.org/W2949150093","https://openalex.org/W1981179827","https://openalex.org/W2048488252","https://openalex.org/W4289884158","https://openalex.org/W2940614149","https://openalex.org/W4288365262"],"abstract_inverted_index":{"Machine":[0],"learning":[1,42,95],"(ML)":[2],"algorithms":[3,21],"are":[4],"crucial":[5],"within":[6],"the":[7,17,76,81,85,106,114,121,132,138,149,154,159],"realm":[8],"of":[9,16,19,78,156,158],"healthcare":[10],"applications.":[11],"However,":[12],"a":[13,36,55,70],"comprehensive":[14],"assessment":[15],"effectiveness":[18],"regression":[20,93,130,146],"in":[22,25,47,80,109],"predicting":[23],"alterations":[24,46],"lifting":[26],"movement":[27],"patterns":[28],"has":[29],"not":[30],"been":[31],"conducted.":[32],"This":[33],"research":[34],"represents":[35],"pilot":[37],"investigation":[38],"using":[39],"regression-based":[40],"machine":[41,94],"techniques":[43],"to":[44,54,74,151],"forecast":[45],"trunk,":[48,87],"hip,":[49],"and":[50,88,90],"knee":[51,143],"movements":[52],"subsequent":[53],"12-week":[56],"strength":[57],"training":[58],"for":[59,84,125,142,162],"people":[60],"who":[61],"have":[62],"low":[63],"back":[64],"pain":[65],"(LBP).":[66],"The":[67,97,128],"system":[68],"uses":[69],"feature":[71],"extraction":[72],"algorithm":[73],"calculate":[75],"range":[77],"motion":[79],"sagittal":[82],"plane":[83],"knee,":[86],"hip":[89,126],"12":[91],"different":[92],"algorithms.":[96],"results":[98],"show":[99],"that":[100],"Ensemble":[101,115],"Tree":[102,116],"with":[103,131,165],"LSBoost":[104],"demonstrated":[105],"utmost":[107],"accuracy":[108,141],"prognosticating":[110],"trunk":[111],"movement.":[112,127,144],"Meanwhile,":[113],"approach,":[117],"specifically":[118],"LSBoost,":[119],"exhibited":[120],"highest":[122,139],"predictive":[123],"precision":[124,155],"Gaussian":[129],"kernel":[133],"chosen":[134],"as":[135],"exponential":[136],"returned":[137],"prediction":[140],"These":[145],"models":[147],"hold":[148],"potential":[150],"significantly":[152],"enhance":[153],"visualisation":[157],"treatment":[160],"output":[161],"individuals":[163],"afflicted":[164],"LBP.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}