{"id":"https://openalex.org/W4200482555","doi":"https://doi.org/10.3390/s22010087","title":"Optimizing Calibration Procedure to Train a Regression-Based Prediction Model of Actively Generated Lumbar Muscle Moments for Exoskeleton Control","display_name":"Optimizing Calibration Procedure to Train a Regression-Based Prediction Model of Actively Generated Lumbar Muscle Moments for Exoskeleton Control","publication_year":2021,"publication_date":"2021-12-23","ids":{"openalex":"https://openalex.org/W4200482555","doi":"https://doi.org/10.3390/s22010087","pmid":"https://pubmed.ncbi.nlm.nih.gov/35009627"},"language":"en","primary_location":{"id":"doi:10.3390/s22010087","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22010087","pdf_url":"https://www.mdpi.com/1424-8220/22/1/87/pdf?version=1640335078","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/1424-8220/22/1/87/pdf?version=1640335078","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046621757","display_name":"Ali Tabasi","orcid":"https://orcid.org/0000-0002-1680-9010"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Ali Tabasi","raw_affiliation_strings":["Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit, Amsterdam Movement Sciences, 1081BT Amsterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-1680-9010","affiliations":[{"raw_affiliation_string":"Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit, Amsterdam Movement Sciences, 1081BT Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060780813","display_name":"Maria Lazzaroni","orcid":"https://orcid.org/0000-0002-1548-7005"},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Lazzaroni","raw_affiliation_strings":["Department of Advanced Robotics, Istituto Italiano di Tecnologia, 16163 Genova, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1548-7005","affiliations":[{"raw_affiliation_string":"Department of Advanced Robotics, Istituto Italiano di Tecnologia, 16163 Genova, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082664210","display_name":"Niels P. Brouwer","orcid":"https://orcid.org/0000-0001-7613-9947"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Niels P. Brouwer","raw_affiliation_strings":["Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit, Amsterdam Movement Sciences, 1081BT Amsterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-7613-9947","affiliations":[{"raw_affiliation_string":"Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit, Amsterdam Movement Sciences, 1081BT Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042410633","display_name":"Idsart Kingma","orcid":"https://orcid.org/0000-0003-2368-3935"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Idsart Kingma","raw_affiliation_strings":["Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit, Amsterdam Movement Sciences, 1081BT Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit, Amsterdam Movement Sciences, 1081BT Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026442750","display_name":"Wietse van Dijk","orcid":"https://orcid.org/0000-0002-5735-4446"},"institutions":[{"id":"https://openalex.org/I148297040","display_name":"Netherlands Organisation for Applied Scientific Research","ror":"https://ror.org/01bnjb948","country_code":"NL","type":"nonprofit","lineage":["https://openalex.org/I148297040"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Wietse van Dijk","raw_affiliation_strings":["TNO, 2316ZL Leiden, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TNO, 2316ZL Leiden, The Netherlands","institution_ids":["https://openalex.org/I148297040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009717851","display_name":"M.P. de Looze","orcid":"https://orcid.org/0000-0001-5810-9111"},"institutions":[{"id":"https://openalex.org/I148297040","display_name":"Netherlands Organisation for Applied Scientific Research","ror":"https://ror.org/01bnjb948","country_code":"NL","type":"nonprofit","lineage":["https://openalex.org/I148297040"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Michiel P. de Looze","raw_affiliation_strings":["TNO, 2316ZL Leiden, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TNO, 2316ZL Leiden, The Netherlands","institution_ids":["https://openalex.org/I148297040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044171391","display_name":"Stefano Toxiri","orcid":"https://orcid.org/0000-0002-6104-7385"},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Toxiri","raw_affiliation_strings":["Department of Advanced Robotics, Istituto Italiano di Tecnologia, 16163 Genova, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6104-7385","affiliations":[{"raw_affiliation_string":"Department of Advanced Robotics, Istituto Italiano di Tecnologia, 16163 Genova, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025925261","display_name":"Jes\u00fas Ortiz","orcid":"https://orcid.org/0000-0001-9475-1945"},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Jes\u00fas Ortiz","raw_affiliation_strings":["Department of Advanced Robotics, Istituto Italiano di Tecnologia, 16163 Genova, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9475-1945","affiliations":[{"raw_affiliation_string":"Department of Advanced Robotics, Istituto Italiano di Tecnologia, 16163 Genova, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086208446","display_name":"Jaap H. van Die\u00ebn","orcid":"https://orcid.org/0000-0002-7719-5585"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jaap H. van Die\u00ebn","raw_affiliation_strings":["Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit, Amsterdam Movement Sciences, 1081BT Amsterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-7719-5585","affiliations":[{"raw_affiliation_string":"Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit, Amsterdam Movement Sciences, 1081BT Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I865915315"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5046621757"],"corresponding_institution_ids":["https://openalex.org/I865915315"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.1387,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.78161784,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"22","issue":"1","first_page":"87","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10084","display_name":"Musculoskeletal pain and rehabilitation","score":0.9955000281333923,"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":0.9955000281333923,"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/T11023","display_name":"Prosthetics and Rehabilitation Robotics","score":0.9840999841690063,"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":0.9660999774932861,"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/calibration","display_name":"Calibration","score":0.8355655670166016},{"id":"https://openalex.org/keywords/moment","display_name":"Moment (physics)","score":0.6542219519615173},{"id":"https://openalex.org/keywords/exoskeleton","display_name":"Exoskeleton","score":0.5578622221946716},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5127450227737427},{"id":"https://openalex.org/keywords/workspace","display_name":"Workspace","score":0.5118030905723572},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4992082118988037},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.4420977830886841},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.43784651160240173},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23094651103019714},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2309277057647705},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1995968520641327},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.11625328660011292}],"concepts":[{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.8355655670166016},{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.6542219519615173},{"id":"https://openalex.org/C146549078","wikidata":"https://www.wikidata.org/wiki/Q191944","display_name":"Exoskeleton","level":2,"score":0.5578622221946716},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5127450227737427},{"id":"https://openalex.org/C58581272","wikidata":"https://www.wikidata.org/wiki/Q12741163","display_name":"Workspace","level":3,"score":0.5118030905723572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4992082118988037},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.4420977830886841},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43784651160240173},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23094651103019714},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2309277057647705},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1995968520641327},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.11625328660011292},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000067190","descriptor_name":"Exoskeleton Device","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067190","descriptor_name":"Exoskeleton Device","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067190","descriptor_name":"Exoskeleton Device","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067190","descriptor_name":"Exoskeleton Device","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D002138","descriptor_name":"Calibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002138","descriptor_name":"Calibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002138","descriptor_name":"Calibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002138","descriptor_name":"Calibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","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":"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},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.3390/s22010087","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22010087","pdf_url":"https://www.mdpi.com/1424-8220/22/1/87/pdf?version=1640335078","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:35009627","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35009627","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:research.vu.nl:publications/8a2ebbb9-4d79-4dd4-99c1-adbea05b1ece","is_oa":true,"landing_page_url":"https://research.vu.nl/en/publications/8a2ebbb9-4d79-4dd4-99c1-adbea05b1ece","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tabasi, A, Lazzaroni, M, Brouwer, N P, Kingma, I, van Dijk, W, de Looze, M P, Toxiri, S, Ortiz, J & van Die\u00ebn, J H 2022, 'Optimizing calibration procedure to train a regression\u2010based prediction model of actively generated lumbar muscle moments for exoskeleton control', Sensors (Basel, Switzerland), vol. 22, no. 1, 87, pp. 1-14. https://doi.org/10.3390/s22010087","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:d9c16641b7554e4c94e83a735eb5810a","is_oa":true,"landing_page_url":"https://doaj.org/article/d9c16641b7554e4c94e83a735eb5810a","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 1, p 87 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/1/87/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22010087","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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; Volume 22; Issue 1; Pages: 87","raw_type":"Text"},{"id":"pmh:oai:oai-pmh.tno.nl:69663","is_oa":false,"landing_page_url":"https://resolver.tno.nl/uuid:fbb5bf41-e579-4adc-bd65-8232ebaa5271","pdf_url":null,"source":{"id":"https://openalex.org/S7407055233","display_name":"TNO Repository","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, 22(1)","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8747305","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8747305","pdf_url":null,"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:research.vu.nl:openaire/8a2ebbb9-4d79-4dd4-99c1-adbea05b1ece","is_oa":true,"landing_page_url":"https://hdl.handle.net/1871.1/8a2ebbb9-4d79-4dd4-99c1-adbea05b1ece","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tabasi, A, Lazzaroni, M, Brouwer, N P, Kingma, I, van Dijk, W, de Looze, M P, Toxiri, S, Ortiz, J & van Die\u00ebn, J H 2022, 'Optimizing calibration procedure to train a regression\u2010based prediction model of actively generated lumbar muscle moments for exoskeleton control', Sensors (Basel, Switzerland), vol. 22, no. 1, 87, pp. 1-14. https://doi.org/10.3390/s22010087","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.3390/s22010087","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22010087","pdf_url":"https://www.mdpi.com/1424-8220/22/1/87/pdf?version=1640335078","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":[],"awards":[{"id":"https://openalex.org/G1201479253","display_name":null,"funder_award_id":"P16-05","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G2317873001","display_name":null,"funder_award_id":"project P16-05","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"},{"id":"https://openalex.org/F4320330631","display_name":"Nederlandse Organisatie voor Toegepast Natuurwetenschappelijk Onderzoek","ror":"https://ror.org/01bnjb948"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200482555.pdf","grobid_xml":"https://content.openalex.org/works/W4200482555.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W19740657","https://openalex.org/W1971611612","https://openalex.org/W1988523523","https://openalex.org/W2003557704","https://openalex.org/W2003748371","https://openalex.org/W2016210396","https://openalex.org/W2034030728","https://openalex.org/W2037086910","https://openalex.org/W2056210112","https://openalex.org/W2056589904","https://openalex.org/W2086801037","https://openalex.org/W2094023420","https://openalex.org/W2108348605","https://openalex.org/W2115394202","https://openalex.org/W2125626901","https://openalex.org/W2133667187","https://openalex.org/W2145651029","https://openalex.org/W2154259772","https://openalex.org/W2156570276","https://openalex.org/W2162438232","https://openalex.org/W2196056879","https://openalex.org/W2791430332","https://openalex.org/W2890657955","https://openalex.org/W2944031049","https://openalex.org/W2964474109","https://openalex.org/W3002707236","https://openalex.org/W3004364433","https://openalex.org/W3119612856","https://openalex.org/W6600794393","https://openalex.org/W6682860965"],"related_works":["https://openalex.org/W1992503747","https://openalex.org/W2371519816","https://openalex.org/W2043154226","https://openalex.org/W2369529107","https://openalex.org/W2329043542","https://openalex.org/W2109948066","https://openalex.org/W1678858522","https://openalex.org/W3195090107","https://openalex.org/W2887985348","https://openalex.org/W2095386133"],"abstract_inverted_index":{"The":[0,123,149,189],"risk":[1],"of":[2,19,48,88,127,137,155,176,201,210],"low-back":[3],"pain":[4],"in":[5,54,92],"manual":[6],"material":[7],"handling":[8],"could":[9,51],"potentially":[10],"be":[11,31,52,61],"reduced":[12],"by":[13,37],"back-support":[14],"exoskeletons.":[15],"Preferably,":[16],"the":[17,24,34,85,93,99,113,130,164,177,192,211],"level":[18],"exoskeleton":[20,55],"support":[21],"relates":[22],"to":[23,33,63,67,97,143,162],"required":[25],"muscular":[26],"effort,":[27],"and":[28,71,121,140,186,204],"therefore":[29],"should":[30,172],"proportional":[32],"moment":[35,50],"generated":[36],"trunk":[38],"muscle":[39],"activities.":[40],"To":[41],"this":[42,49,90],"end,":[43],"a":[44,58,119,153],"regression-based":[45],"prediction":[46,128],"model":[47,59],"implemented":[53],"control.":[56],"Such":[57],"must":[60],"calibrated":[62],"each":[64,174],"user":[65],"according":[66],"subject-specific":[68],"musculoskeletal":[69],"properties":[70],"lifting":[72,111,117,179,184,187],"technique":[73],"variability":[74],"through":[75],"several":[76],"calibration":[77,83,100,132,159,166,170,194],"tasks.":[78],"Given":[79],"that":[80,152,209],"an":[81],"extensive":[82,131,165,212],"limits":[84],"practical":[86],"feasibility":[87],"implementing":[89],"approach":[91,163],"workspace,":[94],"we":[95],"aimed":[96],"optimize":[98],"for":[101,129,146,191],"obtaining":[102],"appropriate":[103],"predictive":[104],"accuracy":[105],"during":[106],"work-related":[107],"tasks,":[108],"i.e.,":[109,181],"symmetric":[110],"from":[112,118],"ground,":[114],"box":[115],"stacking,":[116],"shelf,":[120],"pulling/pushing.":[122],"root-mean-square":[124],"error":[125],"(RMSE)":[126],"was":[133],"21.9":[134],"nm":[135,145,199],"(9%":[136],"peak":[138,202],"moment)":[139],"increased":[141],"up":[142],"35.0":[144],"limited":[147],"calibrations.":[148],"results":[150],"suggest":[151],"set":[154,171],"three":[156],"optimally":[157],"selected":[158],"trials":[160],"suffice":[161],"accuracy.":[167],"An":[168],"optimal":[169,193],"cover":[173],"extreme":[175],"relevant":[178],"characteristics,":[180],"mass":[182],"lifted,":[183],"technique,":[185],"velocity.":[188],"RMSEs":[190],"sets":[195],"were":[196],"below":[197],"24.8":[198],"(10%":[200],"moment),":[203],"not":[205],"substantially":[206],"different":[207],"than":[208],"calibration.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
