{"id":"https://openalex.org/W4389543168","doi":"https://doi.org/10.1109/embc40787.2023.10340117","title":"A Method of Predicting Posture-related Pain Using Biomechanical Parameters for Patients with Lumbar Spinal Disc Herniation","display_name":"A Method of Predicting Posture-related Pain Using Biomechanical Parameters for Patients with Lumbar Spinal Disc Herniation","publication_year":2023,"publication_date":"2023-07-24","ids":{"openalex":"https://openalex.org/W4389543168","doi":"https://doi.org/10.1109/embc40787.2023.10340117","pmid":"https://pubmed.ncbi.nlm.nih.gov/38083159"},"language":"en","primary_location":{"id":"doi:10.1109/embc40787.2023.10340117","is_oa":true,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340117","pdf_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340117.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340117.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093460733","display_name":"Airi Hatsushiro","orcid":null},"institutions":[{"id":"https://openalex.org/I203951103","display_name":"Keio University","ror":"https://ror.org/02kn6nx58","country_code":"JP","type":"education","lineage":["https://openalex.org/I203951103"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Airi Hatsushiro","raw_affiliation_strings":["Keio University,Graduate School of Science and Technology,Yokohama,Japan,223-8522"],"affiliations":[{"raw_affiliation_string":"Keio University,Graduate School of Science and Technology,Yokohama,Japan,223-8522","institution_ids":["https://openalex.org/I203951103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026644836","display_name":"Yuta Tawaki","orcid":null},"institutions":[{"id":"https://openalex.org/I203951103","display_name":"Keio University","ror":"https://ror.org/02kn6nx58","country_code":"JP","type":"education","lineage":["https://openalex.org/I203951103"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuta Tawaki","raw_affiliation_strings":["Keio University,Department of System Design Engineering,Yokohama,Japan,223-8522"],"affiliations":[{"raw_affiliation_string":"Keio University,Department of System Design Engineering,Yokohama,Japan,223-8522","institution_ids":["https://openalex.org/I203951103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076792354","display_name":"Toshiyuki Murakami","orcid":"https://orcid.org/0000-0001-8611-9755"},"institutions":[{"id":"https://openalex.org/I203951103","display_name":"Keio University","ror":"https://ror.org/02kn6nx58","country_code":"JP","type":"education","lineage":["https://openalex.org/I203951103"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshiyuki Murakami","raw_affiliation_strings":["Keio University,Department of System Design Engineering,Yokohama,Japan,223-8522"],"affiliations":[{"raw_affiliation_string":"Keio University,Department of System Design Engineering,Yokohama,Japan,223-8522","institution_ids":["https://openalex.org/I203951103"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093460733"],"corresponding_institution_ids":["https://openalex.org/I203951103"],"apc_list":null,"apc_paid":null,"fwci":0.4902,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.696026,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10084","display_name":"Musculoskeletal pain and rehabilitation","score":0.9998999834060669,"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":0.9998999834060669,"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/T10238","display_name":"Spine and Intervertebral Disc Pathology","score":0.9998999834060669,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.989799976348877,"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/lumbar-disc-herniation","display_name":"Lumbar disc herniation","score":0.6629066467285156},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6519752740859985},{"id":"https://openalex.org/keywords/lumbar","display_name":"Lumbar","score":0.6491866707801819},{"id":"https://openalex.org/keywords/low-back-pain","display_name":"Low back pain","score":0.6328887939453125},{"id":"https://openalex.org/keywords/back-pain","display_name":"Back pain","score":0.6317806839942932},{"id":"https://openalex.org/keywords/disc-herniation","display_name":"Disc herniation","score":0.6049143671989441},{"id":"https://openalex.org/keywords/biomechanics","display_name":"Biomechanics","score":0.5770259499549866},{"id":"https://openalex.org/keywords/degenerative-disc-disease","display_name":"Degenerative disc disease","score":0.5269095301628113},{"id":"https://openalex.org/keywords/nerve-root","display_name":"Nerve root","score":0.4652211666107178},{"id":"https://openalex.org/keywords/lumbar-vertebrae","display_name":"Lumbar vertebrae","score":0.4526391923427582},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.35673901438713074},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.33459097146987915},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.25178658962249756},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.24482998251914978},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.07217666506767273}],"concepts":[{"id":"https://openalex.org/C2992636618","wikidata":"https://www.wikidata.org/wiki/Q697117","display_name":"Lumbar disc herniation","level":3,"score":0.6629066467285156},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6519752740859985},{"id":"https://openalex.org/C44575665","wikidata":"https://www.wikidata.org/wiki/Q1293405","display_name":"Lumbar","level":2,"score":0.6491866707801819},{"id":"https://openalex.org/C2780907711","wikidata":"https://www.wikidata.org/wiki/Q852163","display_name":"Low back pain","level":3,"score":0.6328887939453125},{"id":"https://openalex.org/C2776501849","wikidata":"https://www.wikidata.org/wiki/Q5781808","display_name":"Back pain","level":3,"score":0.6317806839942932},{"id":"https://openalex.org/C3019496433","wikidata":"https://www.wikidata.org/wiki/Q697117","display_name":"Disc herniation","level":3,"score":0.6049143671989441},{"id":"https://openalex.org/C170700871","wikidata":"https://www.wikidata.org/wiki/Q193378","display_name":"Biomechanics","level":2,"score":0.5770259499549866},{"id":"https://openalex.org/C2778051963","wikidata":"https://www.wikidata.org/wiki/Q11773731","display_name":"Degenerative disc disease","level":3,"score":0.5269095301628113},{"id":"https://openalex.org/C178409289","wikidata":"https://www.wikidata.org/wiki/Q674696","display_name":"Nerve root","level":2,"score":0.4652211666107178},{"id":"https://openalex.org/C2779835254","wikidata":"https://www.wikidata.org/wiki/Q405478","display_name":"Lumbar vertebrae","level":3,"score":0.4526391923427582},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.35673901438713074},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.33459097146987915},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.25178658962249756},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.24482998251914978},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.07217666506767273},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[{"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007405","descriptor_name":"Intervertebral Disc Displacement","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D007405","descriptor_name":"Intervertebral Disc Displacement","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D007405","descriptor_name":"Intervertebral Disc Displacement","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D007405","descriptor_name":"Intervertebral Disc Displacement","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D007405","descriptor_name":"Intervertebral Disc Displacement","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D007405","descriptor_name":"Intervertebral Disc Displacement","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D007405","descriptor_name":"Intervertebral Disc Displacement","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D007405","descriptor_name":"Intervertebral Disc Displacement","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D007405","descriptor_name":"Intervertebral Disc Displacement","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D007405","descriptor_name":"Intervertebral Disc Displacement","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008159","descriptor_name":"Lumbar Vertebrae","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008159","descriptor_name":"Lumbar Vertebrae","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008159","descriptor_name":"Lumbar Vertebrae","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008159","descriptor_name":"Lumbar Vertebrae","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008159","descriptor_name":"Lumbar Vertebrae","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008161","descriptor_name":"Lumbosacral Region","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008161","descriptor_name":"Lumbosacral Region","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008161","descriptor_name":"Lumbosacral Region","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008161","descriptor_name":"Lumbosacral Region","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008161","descriptor_name":"Lumbosacral Region","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010146","descriptor_name":"Pain","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D010146","descriptor_name":"Pain","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D010146","descriptor_name":"Pain","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D010146","descriptor_name":"Pain","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D010146","descriptor_name":"Pain","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D035002","descriptor_name":"Lower Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035002","descriptor_name":"Lower Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035002","descriptor_name":"Lower Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035002","descriptor_name":"Lower Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035002","descriptor_name":"Lower Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc40787.2023.10340117","is_oa":true,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340117","pdf_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340117.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:38083159","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38083159","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/embc40787.2023.10340117","is_oa":true,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340117","pdf_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340117.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389543168.pdf","grobid_xml":"https://content.openalex.org/works/W4389543168.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W571912795","https://openalex.org/W1981696121","https://openalex.org/W2018012095","https://openalex.org/W2049223406","https://openalex.org/W2097950056","https://openalex.org/W2108344016","https://openalex.org/W2124564463","https://openalex.org/W2135046866","https://openalex.org/W2165014123","https://openalex.org/W2295893420","https://openalex.org/W2315908379","https://openalex.org/W2326033315","https://openalex.org/W2408089014","https://openalex.org/W2470342634","https://openalex.org/W2529372427","https://openalex.org/W2896906220","https://openalex.org/W2967580548","https://openalex.org/W3094253889","https://openalex.org/W3124189820","https://openalex.org/W3200761902","https://openalex.org/W4220901725","https://openalex.org/W4226301686"],"related_works":["https://openalex.org/W2394459455","https://openalex.org/W1992618631","https://openalex.org/W2331862307","https://openalex.org/W1923826011","https://openalex.org/W2019723225","https://openalex.org/W2393584940","https://openalex.org/W2170877171","https://openalex.org/W2800046111","https://openalex.org/W2368950221","https://openalex.org/W2317592572"],"abstract_inverted_index":{"Lumbar":[0],"spinal":[1,92,164],"disc":[2,40,93,165],"herniation":[3,41],"is":[4,48],"a":[5,55,78],"disease":[6],"in":[7,28,88],"which":[8],"the":[9,15,24,29,66,102,108,122,132,136,141,144,151],"protruding":[10],"nucleus":[11],"pulposus":[12],"presses":[13],"on":[14,23],"nerve":[16],"due":[17],"to":[18,50,119,128,150,162],"actions":[19],"that":[20,63,84,125,159],"place":[21],"loads":[22],"disc,":[25],"causing":[26],"pain":[27,53,69,87,96,129],"lower":[30,33],"back":[31],"and":[32,45,70,107,130,154],"limbs.":[34],"About":[35],"80%":[36],"of":[37,39,80,135,140,143],"treatments":[38],"are":[42],"conservative":[43],"treatments,":[44],"although":[46],"it":[47],"necessary":[49],"live":[51],"with":[52,90,157],"for":[54],"long":[56],"time,":[57],"there":[58],"have":[59],"been":[60],"no":[61],"studies":[62],"clearly":[64],"define":[65],"relationship":[67],"between":[68],"biomechanical":[71,82,109,123],"parameters.":[72],"In":[73],"this":[74],"study,":[75],"we":[76],"proposed":[77],"method":[79],"identifying":[81],"parameters":[83,110,124,142],"predict":[85],"posture-related":[86],"patients":[89],"lumbar":[91,152,163],"herniation.":[94,166],"The":[95],"values":[97],"were":[98,111,126,148,155],"quantitatively":[99],"evaluated":[100],"by":[101,113],"Numerical":[103],"Rating":[104],"Scale":[105],"(NRS)":[106],"analyzed":[112],"OpenSim.":[114],"Lasso":[115],"regression":[116],"was":[117],"performed":[118],"narrow":[120],"down":[121],"related":[127,149,161],"derive":[131],"mathematical":[133,146],"model":[134,147],"relationship.":[137],"Therefore,":[138],"many":[139],"obtained":[145],"spine":[153],"consistent":[156],"areas":[158],"be":[160]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}