{"id":"https://openalex.org/W4387996811","doi":"https://doi.org/10.1371/journal.pcbi.1011556","title":"Discovering individual-specific gait signatures from data-driven models of neuromechanical dynamics","display_name":"Discovering individual-specific gait signatures from data-driven models of neuromechanical dynamics","publication_year":2023,"publication_date":"2023-10-27","ids":{"openalex":"https://openalex.org/W4387996811","doi":"https://doi.org/10.1371/journal.pcbi.1011556","pmid":"https://pubmed.ncbi.nlm.nih.gov/37889927"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1011556","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1011556","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1371/journal.pcbi.1011556","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059618586","display_name":"Taniel S. Winner","orcid":"https://orcid.org/0000-0001-9201-5274"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I2802612298","display_name":"The Wallace H. Coulter Department of Biomedical Engineering","ror":"https://ror.org/02j15s898","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I2802612298"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Taniel S. Winner","raw_affiliation_strings":["W.H. Coulter Dept. Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, Georgia, United States of America"],"raw_orcid":"https://orcid.org/0000-0001-9201-5274","affiliations":[{"raw_affiliation_string":"W.H. Coulter Dept. Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, Georgia, United States of America","institution_ids":["https://openalex.org/I2802612298","https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008898545","display_name":"Michael C. Rosenberg","orcid":"https://orcid.org/0000-0002-8732-7537"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I2802612298","display_name":"The Wallace H. Coulter Department of Biomedical Engineering","ror":"https://ror.org/02j15s898","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I2802612298"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael C. Rosenberg","raw_affiliation_strings":["W.H. Coulter Dept. Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, Georgia, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-8732-7537","affiliations":[{"raw_affiliation_string":"W.H. Coulter Dept. Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, Georgia, United States of America","institution_ids":["https://openalex.org/I2802612298","https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002884004","display_name":"Kanishk Jain","orcid":"https://orcid.org/0009-0001-0333-9494"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kanishk Jain","raw_affiliation_strings":["Department of Physics, Emory University, Atlanta, Georgia, United States of America"],"raw_orcid":"https://orcid.org/0009-0001-0333-9494","affiliations":[{"raw_affiliation_string":"Department of Physics, Emory University, Atlanta, Georgia, United States of America","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075066856","display_name":"Trisha M. Kesar","orcid":"https://orcid.org/0000-0001-6436-1487"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Trisha M. Kesar","raw_affiliation_strings":["Department of Rehabilitation Medicine, Division of Physical Therapy, Emory University, Atlanta, Georgia, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rehabilitation Medicine, Division of Physical Therapy, Emory University, Atlanta, Georgia, United States of America","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022013226","display_name":"Lena H. Ting","orcid":"https://orcid.org/0000-0001-6854-9444"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]},{"id":"https://openalex.org/I2802612298","display_name":"The Wallace H. Coulter Department of Biomedical Engineering","ror":"https://ror.org/02j15s898","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I2802612298"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lena H. Ting","raw_affiliation_strings":["Department of Rehabilitation Medicine, Division of Physical Therapy, Emory University, Atlanta, Georgia, United States of America","W.H. Coulter Dept. Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, Georgia, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rehabilitation Medicine, Division of Physical Therapy, Emory University, Atlanta, Georgia, United States of America","institution_ids":["https://openalex.org/I150468666"]},{"raw_affiliation_string":"W.H. Coulter Dept. Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, Georgia, United States of America","institution_ids":["https://openalex.org/I2802612298","https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001252579","display_name":"Gordon J Berman","orcid":"https://orcid.org/0000-0003-3588-7820"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gordon J. Berman","raw_affiliation_strings":["Department of Biology, Emory University, Atlanta, Georgia, United States of America"],"raw_orcid":"https://orcid.org/0000-0003-3588-7820","affiliations":[{"raw_affiliation_string":"Department of Biology, Emory University, Atlanta, Georgia, United States of America","institution_ids":["https://openalex.org/I150468666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5001252579","https://openalex.org/A5002884004","https://openalex.org/A5008898545","https://openalex.org/A5022013226","https://openalex.org/A5059618586","https://openalex.org/A5075066856"],"corresponding_institution_ids":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I2802612298"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":3.0766,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.92044859,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"19","issue":"10","first_page":"e1011556","last_page":"e1011556"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9987999796867371,"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":0.9987999796867371,"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/T10879","display_name":"Robotic Locomotion and Control","score":0.9968000054359436,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.6292856931686401},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5477062463760376},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.4893764853477478},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3368479013442993},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.30530640482902527},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12531331181526184},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10547405481338501}],"concepts":[{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.6292856931686401},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5477062463760376},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.4893764853477478},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3368479013442993},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.30530640482902527},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12531331181526184},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10547405481338501},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000072797","descriptor_name":"Walking Speed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072797","descriptor_name":"Walking Speed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072797","descriptor_name":"Walking Speed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072797","descriptor_name":"Walking Speed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072797","descriptor_name":"Walking Speed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072797","descriptor_name":"Walking Speed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"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":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008124","descriptor_name":"Locomotion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008124","descriptor_name":"Locomotion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008124","descriptor_name":"Locomotion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008124","descriptor_name":"Locomotion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008124","descriptor_name":"Locomotion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008124","descriptor_name":"Locomotion","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":true},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1371/journal.pcbi.1011556","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1011556","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:37889927","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37889927","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":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10610102","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10610102","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10610102/pdf/pcbi.1011556.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Comput Biol","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:1334012e51f4454280f4d4d1a810f0bf","is_oa":true,"landing_page_url":"https://doaj.org/article/1334012e51f4454280f4d4d1a810f0bf","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":"PLoS Computational Biology, Vol 19, Iss 10, p e1011556 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1011556","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1011556","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2041983989","display_name":null,"funder_award_id":"G-2019-11435","funder_id":"https://openalex.org/F4320306151","funder_display_name":"Alfred P. Sloan Foundation"},{"id":"https://openalex.org/G212338916","display_name":null,"funder_award_id":"CMMI 1762211 / 1761679","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2714104154","display_name":null,"funder_award_id":"GRFP 1937971","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2781327416","display_name":null,"funder_award_id":"1806833","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3262749881","display_name":null,"funder_award_id":"PHY-1806833","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4561855440","display_name":null,"funder_award_id":"RGY0076/2018","funder_id":"https://openalex.org/F4320306151","funder_display_name":"Alfred P. Sloan Foundation"},{"id":"https://openalex.org/G4919838597","display_name":null,"funder_award_id":"R01HD095975","funder_id":"https://openalex.org/F4320337364","funder_display_name":"National Institute of Child Health and Human Development"},{"id":"https://openalex.org/G5473559701","display_name":null,"funder_award_id":"1762211","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7032954728","display_name":null,"funder_award_id":"HFSP RGY0076/2018","funder_id":"https://openalex.org/F4320307846","funder_display_name":"Human Frontier Science Program"},{"id":"https://openalex.org/G7450270878","display_name":null,"funder_award_id":"1937971","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7765230024","display_name":"Collaborative Research: Enhancing Gait Dynamics via Physical Human-human and Human-Robot Interactions at the Hands","funder_award_id":"1761679","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8119255096","display_name":null,"funder_award_id":"707102","funder_id":"https://openalex.org/F4320306164","funder_display_name":"Simons Foundation"},{"id":"https://openalex.org/G907802390","display_name":null,"funder_award_id":"F32HD108927","funder_id":"https://openalex.org/F4320337364","funder_display_name":"National Institute of Child Health and Human Development"},{"id":"https://openalex.org/G925209006","display_name":null,"funder_award_id":"F31HD107968","funder_id":"https://openalex.org/F4320337364","funder_display_name":"National Institute of Child Health and Human Development"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306151","display_name":"Alfred P. Sloan Foundation","ror":"https://ror.org/052csg198"},{"id":"https://openalex.org/F4320306164","display_name":"Simons Foundation","ror":"https://ror.org/01cmst727"},{"id":"https://openalex.org/F4320307846","display_name":"Human Frontier Science Program","ror":"https://ror.org/02ebx7v45"},{"id":"https://openalex.org/F4320309381","display_name":"Emory University","ror":"https://ror.org/03czfpz43"},{"id":"https://openalex.org/F4320337364","display_name":"National Institute of Child Health and Human Development","ror":"https://ror.org/04byxyr05"},{"id":"https://openalex.org/F4320337391","display_name":"Division of Civil, Mechanical and Manufacturing Innovation","ror":"https://ror.org/028yd4c30"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":135,"referenced_works":["https://openalex.org/W204073942","https://openalex.org/W1497431575","https://openalex.org/W1522301498","https://openalex.org/W1890481640","https://openalex.org/W1930674057","https://openalex.org/W1967798839","https://openalex.org/W1967953754","https://openalex.org/W1977138431","https://openalex.org/W1981878435","https://openalex.org/W1983815930","https://openalex.org/W1993853204","https://openalex.org/W2000577618","https://openalex.org/W2000596426","https://openalex.org/W2000868696","https://openalex.org/W2005886534","https://openalex.org/W2019006184","https://openalex.org/W2032414067","https://openalex.org/W2033226680","https://openalex.org/W2038802407","https://openalex.org/W2040455192","https://openalex.org/W2049336432","https://openalex.org/W2054017073","https://openalex.org/W2055475764","https://openalex.org/W2061635029","https://openalex.org/W2064257383","https://openalex.org/W2064378669","https://openalex.org/W2071371093","https://openalex.org/W2082981966","https://openalex.org/W2083831782","https://openalex.org/W2085803587","https://openalex.org/W2090190159","https://openalex.org/W2092556685","https://openalex.org/W2093828424","https://openalex.org/W2095661097","https://openalex.org/W2098764478","https://openalex.org/W2101765075","https://openalex.org/W2102669129","https://openalex.org/W2102678888","https://openalex.org/W2102701721","https://openalex.org/W2104816004","https://openalex.org/W2111960226","https://openalex.org/W2113505469","https://openalex.org/W2116531629","https://openalex.org/W2116768305","https://openalex.org/W2122045337","https://openalex.org/W2126818560","https://openalex.org/W2128521702","https://openalex.org/W2129547630","https://openalex.org/W2129945286","https://openalex.org/W2130942839","https://openalex.org/W2132047598","https://openalex.org/W2140250041","https://openalex.org/W2141722132","https://openalex.org/W2143450983","https://openalex.org/W2144481990","https://openalex.org/W2144800932","https://openalex.org/W2154723612","https://openalex.org/W2154727104","https://openalex.org/W2168741747","https://openalex.org/W2171582955","https://openalex.org/W2258968934","https://openalex.org/W2317215606","https://openalex.org/W2520675421","https://openalex.org/W2530780587","https://openalex.org/W2585095158","https://openalex.org/W2590798238","https://openalex.org/W2593886945","https://openalex.org/W2766263953","https://openalex.org/W2790458389","https://openalex.org/W2794829797","https://openalex.org/W2827289450","https://openalex.org/W2887114371","https://openalex.org/W2891489434","https://openalex.org/W2893965229","https://openalex.org/W2895884265","https://openalex.org/W2903387425","https://openalex.org/W2903831537","https://openalex.org/W2906358631","https://openalex.org/W2924229897","https://openalex.org/W2949643979","https://openalex.org/W2951082895","https://openalex.org/W2951777958","https://openalex.org/W2952505933","https://openalex.org/W2959043015","https://openalex.org/W2962730651","https://openalex.org/W2968494885","https://openalex.org/W2969070551","https://openalex.org/W2969543767","https://openalex.org/W2995255336","https://openalex.org/W3007913393","https://openalex.org/W3008366410","https://openalex.org/W3034339940","https://openalex.org/W3041725488","https://openalex.org/W3045040911","https://openalex.org/W3045539895","https://openalex.org/W3048506225","https://openalex.org/W3082531046","https://openalex.org/W3087711700","https://openalex.org/W3091814596","https://openalex.org/W3091827300","https://openalex.org/W3108441306","https://openalex.org/W3123252094","https://openalex.org/W3134600007","https://openalex.org/W3142767596","https://openalex.org/W3187628683","https://openalex.org/W3191757115","https://openalex.org/W3196892401","https://openalex.org/W3210072454","https://openalex.org/W3210678033","https://openalex.org/W4213432423","https://openalex.org/W4220811223","https://openalex.org/W4220988316","https://openalex.org/W4223897050","https://openalex.org/W4225979779","https://openalex.org/W4254491045","https://openalex.org/W4281658079","https://openalex.org/W4283207036","https://openalex.org/W4285014993","https://openalex.org/W4285491390","https://openalex.org/W4291274560","https://openalex.org/W4293387157","https://openalex.org/W4294770448","https://openalex.org/W4298009080","https://openalex.org/W4304146100","https://openalex.org/W4309046859","https://openalex.org/W4309475323","https://openalex.org/W4309934828","https://openalex.org/W4309939039","https://openalex.org/W4310066653","https://openalex.org/W4310733138","https://openalex.org/W4318182833","https://openalex.org/W6631190155","https://openalex.org/W6645722433","https://openalex.org/W6666062022","https://openalex.org/W6679436768"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W1989734657","https://openalex.org/W4226004263","https://openalex.org/W4210601529","https://openalex.org/W2528228280","https://openalex.org/W2757733761"],"abstract_inverted_index":{"Locomotion":[0],"results":[1],"from":[2],"the":[3,26,44,147,153],"interactions":[4],"of":[5,25,47,59,65,127,156],"highly":[6,90],"nonlinear":[7],"neural":[8],"and":[9,19,38,54,57,84,98,134,177,189],"biomechanical":[10],"dynamics.":[11,61],"Accordingly,":[12],"understanding":[13],"gait":[14,48,60,63,93,107,116,128,148,166,190],"dynamics":[15,64,149],"across":[16,106,186],"behavioral":[17],"conditions":[18],"individuals":[20,67,120],"based":[21,159],"on":[22,160],"detailed":[23],"modeling":[24,40],"underlying":[27],"neuromechanical":[28],"system":[29],"has":[30],"proven":[31],"difficult.":[32],"Here,":[33],"we":[34],"develop":[35],"a":[36,71,76,171],"data-driven":[37],"generative":[39],"approach":[41],"that":[42,74,89,183],"recapitulates":[43],"dynamical":[45,72,180],"features":[46],"behaviors":[49],"to":[50,81,136,140],"enable":[51],"more":[52],"holistic":[53,173],"interpretable":[55],"characterizations":[56],"comparisons":[58],"Specifically,":[62],"multiple":[66],"are":[68,104],"predicted":[69],"by":[70],"model":[73,150],"defines":[75],"common,":[77],"low-dimensional,":[78],"latent":[79],"space":[80],"compare":[82],"group":[83],"individual":[85,113],"differences.":[86],"We":[87],"find":[88],"individualized":[91],"dynamics-i.e.,":[92],"signatures-for":[94],"healthy":[95],"older":[96],"adults":[97],"stroke":[99],"survivors":[100],"during":[101],"treadmill":[102],"walking":[103],"conserved":[105],"speed.":[108],"Gait":[109],"signatures":[110,129,167],"further":[111],"reveal":[112,137],"differences":[114],"in":[115,119],"dynamics,":[117],"even":[118],"with":[121],"similar":[122],"functional":[123],"deficits.":[124],"Moreover,":[125],"components":[126],"can":[130,151],"be":[131],"biomechanically":[132],"interpreted":[133],"manipulated":[135],"their":[138],"relationships":[139],"observed":[141],"spatiotemporal":[142],"joint":[143,157],"coordination":[144,158],"patterns.":[145],"Lastly,":[146],"predict":[152],"time":[154],"evolution":[155],"an":[161],"initial":[162],"static":[163],"posture.":[164],"Our":[165],"framework":[168],"thus":[169],"provides":[170],"generalizable,":[172],"method":[174],"for":[175],"characterizing":[176],"predicting":[178],"cyclic,":[179],"motor":[181],"behavior":[182],"may":[184],"generalize":[185],"species,":[187],"pathologies,":[188],"perturbations.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
