{"id":"https://openalex.org/W4280588022","doi":"https://doi.org/10.3390/s22103698","title":"Can the Output of a Learned Classification Model Monitor a Person\u2019s Functional Recovery Status Post-Total Knee Arthroplasty?","display_name":"Can the Output of a Learned Classification Model Monitor a Person\u2019s Functional Recovery Status Post-Total Knee Arthroplasty?","publication_year":2022,"publication_date":"2022-05-12","ids":{"openalex":"https://openalex.org/W4280588022","doi":"https://doi.org/10.3390/s22103698","pmid":"https://pubmed.ncbi.nlm.nih.gov/35632107"},"language":"en","primary_location":{"id":"doi:10.3390/s22103698","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22103698","pdf_url":"https://www.mdpi.com/1424-8220/22/10/3698/pdf?version=1652951749","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/1424-8220/22/10/3698/pdf?version=1652951749","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020602151","display_name":"Jill Emmerzaal","orcid":"https://orcid.org/0000-0002-9218-7604"},"institutions":[{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Jill Emmerzaal","raw_affiliation_strings":["Human Movement Biomechanics Research Group, Department of Movement Sciences, KU Leuven, 3001 Leuven, Belgium","REVAL Rehabilitation Research, Hasselt University, 3590 Diepenbeek, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-9218-7604","affiliations":[{"raw_affiliation_string":"Human Movement Biomechanics Research Group, Department of Movement Sciences, KU Leuven, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"REVAL Rehabilitation Research, Hasselt University, 3590 Diepenbeek, Belgium","institution_ids":["https://openalex.org/I878454856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087958112","display_name":"Arne De Brabandere","orcid":"https://orcid.org/0000-0002-1918-5805"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Arne De Brabandere","raw_affiliation_strings":["Declarative Languages and Artificial Intelligence Group, Department of Computer Science, KU Leuven, 3001 Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Declarative Languages and Artificial Intelligence Group, Department of Computer Science, KU Leuven, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005103299","display_name":"Rob van der Straaten","orcid":"https://orcid.org/0000-0002-5071-2124"},"institutions":[{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Rob van der Straaten","raw_affiliation_strings":["REVAL Rehabilitation Research, Hasselt University, 3590 Diepenbeek, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-5071-2124","affiliations":[{"raw_affiliation_string":"REVAL Rehabilitation Research, Hasselt University, 3590 Diepenbeek, Belgium","institution_ids":["https://openalex.org/I878454856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059334230","display_name":"Johan Bellemans","orcid":"https://orcid.org/0000-0001-9531-3277"},"institutions":[{"id":"https://openalex.org/I4210148648","display_name":"Ziekenhuis Oost-Limburg","ror":"https://ror.org/04fg7az81","country_code":"BE","type":"funder","lineage":["https://openalex.org/I4210148648"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Johan Bellemans","raw_affiliation_strings":["Department of Orthopaedics, Ziekenhuis Oost-Limburg, 3600 Genk, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Orthopaedics, Ziekenhuis Oost-Limburg, 3600 Genk, Belgium","institution_ids":["https://openalex.org/I4210148648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002949838","display_name":"Liesbet De Baets","orcid":"https://orcid.org/0000-0002-1370-2090"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]},{"id":"https://openalex.org/I4210108362","display_name":"Pain in Motion","ror":"https://ror.org/01svgpe52","country_code":"BE","type":"facility","lineage":["https://openalex.org/I4210108362"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Liesbet De Baets","raw_affiliation_strings":["Pain in Motion Research Group (PAIN), Department of Physiotherapy, Human Physiology and Anatomy, Vrije Universiteit Brussel, 1050 Brussel, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pain in Motion Research Group (PAIN), Department of Physiotherapy, Human Physiology and Anatomy, Vrije Universiteit Brussel, 1050 Brussel, Belgium","institution_ids":["https://openalex.org/I4210108362","https://openalex.org/I13469542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029479248","display_name":"Jesse Davis","orcid":"https://orcid.org/0000-0002-3748-9263"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jesse Davis","raw_affiliation_strings":["Declarative Languages and Artificial Intelligence Group, Department of Computer Science, KU Leuven, 3001 Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Declarative Languages and Artificial Intelligence Group, Department of Computer Science, KU Leuven, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039585169","display_name":"Ilse Jonkers","orcid":"https://orcid.org/0000-0001-7611-3747"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Ilse Jonkers","raw_affiliation_strings":["Human Movement Biomechanics Research Group, Department of Movement Sciences, KU Leuven, 3001 Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-7611-3747","affiliations":[{"raw_affiliation_string":"Human Movement Biomechanics Research Group, Department of Movement Sciences, KU Leuven, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071238683","display_name":"Annick Timmermans","orcid":"https://orcid.org/0000-0002-5461-947X"},"institutions":[{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Annick Timmermans","raw_affiliation_strings":["REVAL Rehabilitation Research, Hasselt University, 3590 Diepenbeek, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-5461-947X","affiliations":[{"raw_affiliation_string":"REVAL Rehabilitation Research, Hasselt University, 3590 Diepenbeek, Belgium","institution_ids":["https://openalex.org/I878454856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040496168","display_name":"Benedicte Vanwanseele","orcid":"https://orcid.org/0000-0002-6158-9483"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Benedicte Vanwanseele","raw_affiliation_strings":["Human Movement Biomechanics Research Group, Department of Movement Sciences, KU Leuven, 3001 Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-6158-9483","affiliations":[{"raw_affiliation_string":"Human Movement Biomechanics Research Group, Department of Movement Sciences, KU Leuven, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5020602151","https://openalex.org/A5040496168"],"corresponding_institution_ids":["https://openalex.org/I878454856","https://openalex.org/I99464096"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.745,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83877202,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"22","issue":"10","first_page":"3698","last_page":"3698"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10562","display_name":"Total Knee Arthroplasty Outcomes","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10562","display_name":"Total Knee Arthroplasty Outcomes","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10105","display_name":"Osteoarthritis Treatment and Mechanisms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T11293","display_name":"Orthopedic Infections and Treatments","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stairs","display_name":"Stairs","score":0.8324052095413208},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.611516535282135},{"id":"https://openalex.org/keywords/rehabilitation","display_name":"Rehabilitation","score":0.5876891613006592},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.545242428779602},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5282071232795715},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.4794574975967407},{"id":"https://openalex.org/keywords/balance","display_name":"Balance (ability)","score":0.44390928745269775},{"id":"https://openalex.org/keywords/arthroplasty","display_name":"Arthroplasty","score":0.43601691722869873},{"id":"https://openalex.org/keywords/osteoarthritis","display_name":"Osteoarthritis","score":0.412866473197937},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.40306538343429565},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3850961923599243},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2759473919868469},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20804566144943237},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.10394471883773804},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09502646327018738}],"concepts":[{"id":"https://openalex.org/C2777295749","wikidata":"https://www.wikidata.org/wiki/Q12511","display_name":"Stairs","level":2,"score":0.8324052095413208},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.611516535282135},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.5876891613006592},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.545242428779602},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5282071232795715},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.4794574975967407},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.44390928745269775},{"id":"https://openalex.org/C2778336525","wikidata":"https://www.wikidata.org/wiki/Q708178","display_name":"Arthroplasty","level":2,"score":0.43601691722869873},{"id":"https://openalex.org/C2776164576","wikidata":"https://www.wikidata.org/wiki/Q62736","display_name":"Osteoarthritis","level":3,"score":0.412866473197937},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.40306538343429565},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3850961923599243},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2759473919868469},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20804566144943237},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.10394471883773804},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09502646327018738},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","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":"D016138","descriptor_name":"Walking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019645","descriptor_name":"Arthroplasty, Replacement, Knee","qualifier_ui":"Q000534","qualifier_name":"rehabilitation","is_major_topic":true},{"descriptor_ui":"D019645","descriptor_name":"Arthroplasty, Replacement, Knee","qualifier_ui":"Q000534","qualifier_name":"rehabilitation","is_major_topic":true},{"descriptor_ui":"D019645","descriptor_name":"Arthroplasty, Replacement, Knee","qualifier_ui":"Q000534","qualifier_name":"rehabilitation","is_major_topic":true},{"descriptor_ui":"D020127","descriptor_name":"Recovery of Function","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020127","descriptor_name":"Recovery of Function","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020127","descriptor_name":"Recovery of Function","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020370","descriptor_name":"Osteoarthritis, Knee","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D020370","descriptor_name":"Osteoarthritis, Knee","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D020370","descriptor_name":"Osteoarthritis, Knee","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true}],"locations_count":9,"locations":[{"id":"doi:10.3390/s22103698","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22103698","pdf_url":"https://www.mdpi.com/1424-8220/22/10/3698/pdf?version=1652951749","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:35632107","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35632107","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:vubissmart:VUBISSMART:2000:161073","is_oa":false,"landing_page_url":"https://biblio.vub.ac.be/vubir/can-the-output-of-a-learned-classification-model-monitor-a-persons-functional-recovery-status-posttotal-knee-arthroplasty(9392152b-23a9-4e1f-a9cc-113000db63bb).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"publishedVersion"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/695822","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/695822","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Sensors, vol. 22 (10), Art.No. 3698","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:fe9f4c4449ad4c8e88b69600d6235efd","is_oa":true,"landing_page_url":"https://doaj.org/article/fe9f4c4449ad4c8e88b69600d6235efd","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 10, p 3698 (2022)","raw_type":"article"},{"id":"pmh:oai:documentserver.uhasselt.be:1942/37554","is_oa":true,"landing_page_url":"http://hdl.handle.net/1942/37554","pdf_url":null,"source":{"id":"https://openalex.org/S4306401926","display_name":"Document Server@UHasselt (UHasselt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I878454856","host_organization_name":"Hasselt University","host_organization_lineage":["https://openalex.org/I878454856"],"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":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/10/3698/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22103698","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 10; Pages: 3698","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9143351","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9143351","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:vubissmart:VUBISSMART:2000:208261","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s22103698","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22103698","pdf_url":"https://www.mdpi.com/1424-8220/22/10/3698/pdf?version=1652951749","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":[{"score":0.6299999952316284,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G7620151004","display_name":null,"funder_award_id":"T004716N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4280588022.pdf","grobid_xml":"https://content.openalex.org/works/W4280588022.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1215311137","https://openalex.org/W1497380422","https://openalex.org/W1593230889","https://openalex.org/W1981976602","https://openalex.org/W2006196658","https://openalex.org/W2009011310","https://openalex.org/W2020190409","https://openalex.org/W2027198870","https://openalex.org/W2036123359","https://openalex.org/W2044705095","https://openalex.org/W2048337838","https://openalex.org/W2063218121","https://openalex.org/W2101234009","https://openalex.org/W2118585731","https://openalex.org/W2142471713","https://openalex.org/W2153705925","https://openalex.org/W2154461664","https://openalex.org/W2155952367","https://openalex.org/W2165698076","https://openalex.org/W2167874889","https://openalex.org/W2573765968","https://openalex.org/W2797763839","https://openalex.org/W2885961862","https://openalex.org/W2888702454","https://openalex.org/W3000229516","https://openalex.org/W3017022063","https://openalex.org/W4206643950","https://openalex.org/W4207077937","https://openalex.org/W6628228489","https://openalex.org/W6675354045","https://openalex.org/W6677656871","https://openalex.org/W6682885887"],"related_works":["https://openalex.org/W2570308965","https://openalex.org/W2049247410","https://openalex.org/W2318265355","https://openalex.org/W1486724195","https://openalex.org/W1976557033","https://openalex.org/W560737017","https://openalex.org/W2765325224","https://openalex.org/W2024732388","https://openalex.org/W3146457172","https://openalex.org/W2054644662"],"abstract_inverted_index":{"Osteoarthritis":[0],"is":[1,32,45,51],"a":[2,30,36,55,64,79,139,172,177],"common":[3],"musculoskeletal":[4],"disorder.":[5],"Classification":[6],"models":[7,25,107],"can":[8,168],"discriminate":[9],"an":[10],"osteoarthritic":[11],"gait":[12],"pattern":[13],"from":[14],"that":[15,129,191],"of":[16,23,27,88,100,144],"control":[17],"subjects.":[18],"However,":[19],"whether":[20],"the":[21,71,124,130,142,147,158,165,185,192],"output":[22,59,72,160,167],"learned":[24,56],"(probability":[26],"belonging":[28,145],"to":[29,62,74,146,154,175],"class)":[31],"usable":[33],"for":[34],"monitoring":[35],"person's":[37,65,178],"functional":[38],"recovery":[39,66,179,193],"status":[40,67,180],"post-total":[41],"knee":[42],"arthroplasty":[43],"(TKA)":[44],"largely":[46],"unexplored.":[47],"The":[48],"research":[49],"question":[50],"two-fold:":[52],"(I)":[53],"Can":[54],"classification":[57],"model's":[58,159],"be":[60,169],"used":[61,170],"monitor":[63],"post-TKA?":[68],"(II)":[69],"Is":[70],"related":[73],"patient-reported":[75,162,188],"functioning?":[76],"We":[77,127],"constructed":[78],"logistic":[80],"regression":[81],"model":[82,131],"based":[83],"on":[84,110,133],"(1)":[85],"pre-operative":[86],"IMU-data":[87],"level":[89],"walking,":[90,101],"ascending,":[91],"and":[92,95,103,115,161,187],"descending":[93,104],"stairs":[94],"(2)":[96],"6-week":[97],"post-operative":[98],"data":[99,137],"ascending-,":[102],"stairs.":[105],"Trained":[106],"were":[108],"deployed":[109],"subjects":[111],"at":[112],"three,":[113],"six,":[114],"12":[116],"months":[117],"post-TKA.":[118,181],"Patient-reported":[119],"functioning":[120,189],"was":[121],"assessed":[122],"by":[123],"KOOS-ADL":[125],"section.":[126],"found":[128],"trained":[132],"6-weeks":[134],"post-TKA":[135],"walking":[136],"showed":[138],"decrease":[140],"in":[141,199],"probability":[143],"TKA":[148],"class":[149],"over":[150],"time,":[151],"with":[152],"moderate":[153],"strong":[155],"correlations":[156],"between":[157,184],"functioning.":[163],"Thus,":[164],"LR-model's":[166],"as":[171],"screening":[173],"tool":[174],"follow-up":[176],"Person-specific":[182],"relationships":[183],"probabilities":[186],"show":[190],"process":[194],"varies,":[195],"favouring":[196],"individual":[197],"approaches":[198],"rehabilitation.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
