{"id":"https://openalex.org/W4400109801","doi":"https://doi.org/10.1016/j.medntd.2024.100318","title":"Neural network-based estimation of lower limb joint kinematics: A minimally intrusive approach for gait analysis","display_name":"Neural network-based estimation of lower limb joint kinematics: A minimally intrusive approach for gait analysis","publication_year":2024,"publication_date":"2024-06-28","ids":{"openalex":"https://openalex.org/W4400109801","doi":"https://doi.org/10.1016/j.medntd.2024.100318"},"language":"en","primary_location":{"id":"doi:10.1016/j.medntd.2024.100318","doi":"https://doi.org/10.1016/j.medntd.2024.100318","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.medntd.2024.100318","pdf_url":null,"source":{"id":"https://openalex.org/S4210239371","display_name":"Medicine in Novel Technology and Devices","issn_l":"2590-0935","issn":["2590-0935"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medicine in Novel Technology and Devices","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.medntd.2024.100318","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015871236","display_name":"Farid Kenas","orcid":"https://orcid.org/0009-0006-3302-9063","observed_orcids":["https://orcid.org/0009-0006-3302-9063"]},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Farid Kenas","raw_affiliation_strings":["Laboratory of Instrumentation, University of Science and Technology Houari Boumediene Algiers, Algeria","Laboratory of Robotics Parallelism and Embedded Systems, University of Science and Technology Houari Boumediene Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Instrumentation, University of Science and Technology Houari Boumediene Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]},{"raw_affiliation_string":"Laboratory of Robotics Parallelism and Embedded Systems, University of Science and Technology Houari Boumediene Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006668880","display_name":"Nadia Saadia","orcid":"https://orcid.org/0000-0002-2960-1227","observed_orcids":["https://orcid.org/0000-0002-2960-1227"]},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Nadia Saadia","raw_affiliation_strings":["Laboratory of Robotics Parallelism and Embedded Systems, University of Science and Technology Houari Boumediene Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Robotics Parallelism and Embedded Systems, University of Science and Technology Houari Boumediene Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078169070","display_name":"Amina Ababou","orcid":"https://orcid.org/0000-0002-7644-5175","observed_orcids":["https://orcid.org/0000-0002-7644-5175"]},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Amina Ababou","raw_affiliation_strings":["Laboratory of Instrumentation, University of Science and Technology Houari Boumediene Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Instrumentation, University of Science and Technology Houari Boumediene Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069067691","display_name":"Noureddine Ababou","orcid":"https://orcid.org/0000-0003-3235-4009","observed_orcids":["https://orcid.org/0000-0003-3235-4009"]},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Noureddine Ababou","raw_affiliation_strings":["Laboratory of Instrumentation, University of Science and Technology Houari Boumediene Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Instrumentation, University of Science and Technology Houari Boumediene Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041020660","display_name":"Mahdi Zabat","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mahdi Zabat","raw_affiliation_strings":["Laboratory of Instrumentation, University of Science and Technology Houari Boumediene Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Instrumentation, University of Science and Technology Houari Boumediene Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052158996","display_name":"Karim BenSiSaid","orcid":"https://orcid.org/0000-0003-0718-997X","observed_orcids":["https://orcid.org/0000-0003-0718-997X"]},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Karim BenSiSaid","raw_affiliation_strings":["Laboratory of Instrumentation, University of Science and Technology Houari Boumediene Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Instrumentation, University of Science and Technology Houari Boumediene Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5015871236"],"corresponding_institution_ids":["https://openalex.org/I157169809"],"apc_list":{"value":2350,"currency":"USD","value_usd":2350},"apc_paid":{"value":2350,"currency":"USD","value_usd":2350},"fwci":0.2874,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.39924472,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"23","issue":null,"first_page":"100318","last_page":"100318"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.6934000253677368,"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"}},"topics":[{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.6934000253677368,"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/T11023","display_name":"Prosthetics and Rehabilitation Robotics","score":0.1273999959230423,"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/T11018","display_name":"Lower Extremity Biomechanics and Pathologies","score":0.09430000185966492,"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/lower-limb-joint-kinematics","display_name":"lower limb joint kinematics","score":0.8870000243186951},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"gait analysis","score":0.9639999866485596},{"id":"https://openalex.org/keywords/neural-network-estimation","display_name":"neural network estimation","score":0.7860000133514404},{"id":"https://openalex.org/keywords/angular-velocity","display_name":"angular velocity","score":0.8009999990463257},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"sensor fusion","score":0.6489999890327454},{"id":"https://openalex.org/keywords/treadmill-walking","display_name":"treadmill walking","score":0.6290000081062317},{"id":"https://openalex.org/keywords/opensim","display_name":"OpenSim","score":0.492000013589859},{"id":"https://openalex.org/keywords/functional-rehabilitation","display_name":"functional rehabilitation","score":0.6729999780654907}],"concepts":[{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.7730929255485535},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.6155072450637817},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.5658573508262634},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5539429187774658},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5429028272628784},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5315014719963074},{"id":"https://openalex.org/C20220851","wikidata":"https://www.wikidata.org/wiki/Q18206750","display_name":"Effect of gait parameters on energetic cost","level":4,"score":0.5187551975250244},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.48733386397361755},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.43206924200057983},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4247216582298279},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3291429877281189},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1705268919467926},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14859145879745483},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07325789332389832},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.053441375494003296},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.medntd.2024.100318","doi":"https://doi.org/10.1016/j.medntd.2024.100318","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.medntd.2024.100318","pdf_url":null,"source":{"id":"https://openalex.org/S4210239371","display_name":"Medicine in Novel Technology and Devices","issn_l":"2590-0935","issn":["2590-0935"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medicine in Novel Technology and Devices","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:807e733089274363a78c31cd73758be1","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/807e733089274363a78c31cd73758be1","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,"listed_in":[],"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":"Medicine in Novel Technology and Devices, Vol 23, Iss , Pp 100318- (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.medntd.2024.100318","doi":"https://doi.org/10.1016/j.medntd.2024.100318","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.medntd.2024.100318","pdf_url":null,"source":{"id":"https://openalex.org/S4210239371","display_name":"Medicine in Novel Technology and Devices","issn_l":"2590-0935","issn":["2590-0935"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medicine in Novel Technology and Devices","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5683000087738037}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1991378283","https://openalex.org/W1996117239","https://openalex.org/W2002558805","https://openalex.org/W2021731262","https://openalex.org/W2103924451","https://openalex.org/W2130281033","https://openalex.org/W2150513221","https://openalex.org/W2154656960","https://openalex.org/W2296432816","https://openalex.org/W2526786453","https://openalex.org/W2530260903","https://openalex.org/W2550449978","https://openalex.org/W2566207880","https://openalex.org/W2596874765","https://openalex.org/W2724719322","https://openalex.org/W2738293192","https://openalex.org/W2775811519","https://openalex.org/W2790360611","https://openalex.org/W2978688843","https://openalex.org/W3005130785","https://openalex.org/W3095515169","https://openalex.org/W3163176236","https://openalex.org/W6636759464"],"related_works":["https://openalex.org/W4365146789","https://openalex.org/W7084070977","https://openalex.org/W7106181976","https://openalex.org/W3161998555","https://openalex.org/W2289399245","https://openalex.org/W2795950241","https://openalex.org/W2293963241","https://openalex.org/W2093842398","https://openalex.org/W2644633697","https://openalex.org/W4417131512"],"abstract_inverted_index":{"The":[0,84,156],"establishment":[1],"of":[2,15,18,80,93,158,170,182,199],"a":[3,71,141,145,179,196],"quantitative":[4],"gait":[5,200],"analysis":[6],"system":[7],"holds":[8],"paramount":[9],"importance,":[10],"particularly":[11],"in":[12,37],"the":[13,19,24,38,61,77,81,90,94,109,113,129,164,171,185],"context":[14],"functional":[16],"rehabilitation":[17,39],"lower":[20,82],"limbs.":[21,83],"Clinicians":[22],"emphasize":[23],"imperative":[25],"for":[26],"sensors":[27,65,106],"to":[28,41,88,174],"be":[29],"portable,":[30],"compact,":[31],"integrated,":[32],"and":[33,45,97,124,151,192],"non-intrusive,":[34],"crucial":[35],"characteristics":[36],"field":[40],"facilitate":[42],"their":[43,68],"use":[44],"ensure":[46],"optimal":[47],"integration":[48],"into":[49],"care":[50],"protocols.":[51],"This":[52],"study":[53],"investigates":[54],"an":[55],"innovative":[56],"approach":[57,187],"aimed":[58],"at":[59],"reducing":[60],"reliance":[62],"on":[63,76,108,144],"body-fixed":[64],"by":[66,104,133,163],"harnessing":[67],"data":[69,102,120,138,177],"within":[70],"neural":[72,114],"network,":[73],"thus":[74],"concentrating":[75],"joint":[78],"kinematics":[79],"primary":[85],"objective":[86],"is":[87,161],"estimate":[89],"flexion-extension":[91],"angles":[92,123,150],"hip,":[95],"knee,":[96],"ankle":[98],"during":[99],"walking,":[100],"utilizing":[101],"collected":[103],"two":[105],"positioned":[107],"subject's":[110],"legs.":[111],"Initially,":[112],"network":[115],"undergoes":[116],"training":[117],"with":[118,136],"calculated":[119],"(leg":[121],"tilt":[122,149],"angular":[125,152],"velocities)":[126],"sourced":[127],"from":[128,140,178],"OpenSim":[130],"database,":[131],"followed":[132],"further":[134],"refinement":[135],"experimental":[137],"obtained":[139],"subject":[142],"walking":[143],"treadmill,":[146],"wherein":[147],"leg":[148],"velocities":[153],"are":[154],"measured.":[155],"significance":[157],"this":[159],"research":[160],"underscored":[162],"demonstrated":[165],"capability,":[166],"through":[167],"conducted":[168],"tests,":[169],"implemented":[172],"networks":[173],"efficiently":[175],"fuse":[176],"minimal":[180],"set":[181],"sensors.":[183],"Consequently,":[184],"proposed":[186],"emerges":[188],"as":[189],"both":[190],"practical":[191],"minimally":[193],"intrusive,":[194],"facilitating":[195],"robust":[197],"evaluation":[198],"kinematic":[201],"parameters.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2024-06-29T00:00:00"}
