{"id":"https://openalex.org/W4405489216","doi":"https://doi.org/10.1109/embc53108.2024.10781784","title":"Multidimensional feature analysis shows stratification in robotic-motor-training gains based on the level of pre-training motor impairment in stroke","display_name":"Multidimensional feature analysis shows stratification in robotic-motor-training gains based on the level of pre-training motor impairment in stroke","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4405489216","doi":"https://doi.org/10.1109/embc53108.2024.10781784","pmid":"https://pubmed.ncbi.nlm.nih.gov/40039510"},"language":"en","primary_location":{"id":"doi:10.1109/embc53108.2024.10781784","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10781784","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12337343/pdf/nihms-2099135.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019296708","display_name":"Sebasti\u00e1n Rueda Parra","orcid":"https://orcid.org/0000-0002-1613-1967"},"institutions":[{"id":"https://openalex.org/I4210089059","display_name":"Neurotech (United States)","ror":"https://ror.org/0083rgp58","country_code":"US","type":"company","lineage":["https://openalex.org/I4210089059"]},{"id":"https://openalex.org/I4210106996","display_name":"Adaptive Biotechnologies (United States)","ror":"https://ror.org/01gbt6a54","country_code":"US","type":"company","lineage":["https://openalex.org/I4210106996"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sebasti\u00e1n Rueda Parra","raw_affiliation_strings":["National Center for Adaptive Neurotechnologies,Albany,US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Center for Adaptive Neurotechnologies,Albany,US","institution_ids":["https://openalex.org/I4210106996","https://openalex.org/I4210089059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016792768","display_name":"Joel C. Perry","orcid":"https://orcid.org/0000-0003-2218-1642"},"institutions":[{"id":"https://openalex.org/I155093810","display_name":"University of Idaho","ror":"https://ror.org/03hbp5t65","country_code":"US","type":"education","lineage":["https://openalex.org/I155093810"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joel C. Perry","raw_affiliation_strings":["University of Idaho,Dept. Mechanical Eng,Moscow,US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Idaho,Dept. Mechanical Eng,Moscow,US","institution_ids":["https://openalex.org/I155093810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057270796","display_name":"Eric T. Wolbrecht","orcid":"https://orcid.org/0000-0001-6368-6247"},"institutions":[{"id":"https://openalex.org/I155093810","display_name":"University of Idaho","ror":"https://ror.org/03hbp5t65","country_code":"US","type":"education","lineage":["https://openalex.org/I155093810"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric T. Wolbrecht","raw_affiliation_strings":["University of Idaho,Dept. Mechanical Eng,Moscow,US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Idaho,Dept. Mechanical Eng,Moscow,US","institution_ids":["https://openalex.org/I155093810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012347119","display_name":"David J. Reinkensmeyer","orcid":"https://orcid.org/0000-0002-3196-8706"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David J. Reinkensmeyer","raw_affiliation_strings":["University of California, Irvine,Dept of Anatomy and Neurobiology, and Dept. Mechanical and Aerospace Eng,Irvine,US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine,Dept of Anatomy and Neurobiology, and Dept. Mechanical and Aerospace Eng,Irvine,US","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110510674","display_name":"Disha Gupta","orcid":"https://orcid.org/0000-0003-2139-8559"},"institutions":[{"id":"https://openalex.org/I392282","display_name":"University at Albany, State University of New York","ror":"https://ror.org/012zs8222","country_code":"US","type":"education","lineage":["https://openalex.org/I392282"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Disha Gupta","raw_affiliation_strings":["University at Albany,National Center for Adaptive Neurotechnologies Stratton Veterans Affairs Medical Center,Dept of Electrical and Computer Eng,Albany,US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Albany,National Center for Adaptive Neurotechnologies Stratton Veterans Affairs Medical Center,Dept of Electrical and Computer Eng,Albany,US","institution_ids":["https://openalex.org/I392282"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2192,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62738375,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"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/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"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/T13796","display_name":"Neurological Disorders and Treatments","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9634000062942505,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/training","display_name":"Training (meteorology)","score":0.6524291634559631},{"id":"https://openalex.org/keywords/motor-impairment","display_name":"Motor impairment","score":0.6266925930976868},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5900098085403442},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5540477633476257},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5199978947639465},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44217538833618164},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.43001365661621094},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3738378882408142},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17576676607131958}],"concepts":[{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6524291634559631},{"id":"https://openalex.org/C2989058681","wikidata":"https://www.wikidata.org/wiki/Q1179623","display_name":"Motor impairment","level":2,"score":0.6266925930976868},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5900098085403442},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5540477633476257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5199978947639465},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44217538833618164},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.43001365661621094},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3738378882408142},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17576676607131958},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000071939","descriptor_name":"Stroke Rehabilitation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000071939","descriptor_name":"Stroke Rehabilitation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000071939","descriptor_name":"Stroke Rehabilitation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000071939","descriptor_name":"Stroke Rehabilitation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000071939","descriptor_name":"Stroke Rehabilitation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000071939","descriptor_name":"Stroke Rehabilitation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000071939","descriptor_name":"Stroke Rehabilitation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"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":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc53108.2024.10781784","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10781784","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:40039510","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40039510","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12337343","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12337343","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12337343/pdf/nihms-2099135.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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annu Int Conf IEEE Eng Med Biol Soc","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:12337343","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12337343","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12337343/pdf/nihms-2099135.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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annu Int Conf IEEE Eng Med Biol Soc","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G162936361","display_name":null,"funder_award_id":"1532239","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5000606320","display_name":null,"funder_award_id":"EB018783","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5221895027","display_name":null,"funder_award_id":"1532239","funder_id":"https://openalex.org/F4320337391","funder_display_name":"Division of Civil, Mechanical and Manufacturing Innovation"},{"id":"https://openalex.org/G593647075","display_name":null,"funder_award_id":"R01HD062744","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8916431966","display_name":null,"funder_award_id":"P41 EB018783","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"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":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405489216.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1924986666","https://openalex.org/W1977086599","https://openalex.org/W1987971958","https://openalex.org/W1989132876","https://openalex.org/W2049737860","https://openalex.org/W2057168560","https://openalex.org/W2081519959","https://openalex.org/W2121658418","https://openalex.org/W2134250216","https://openalex.org/W2135571808","https://openalex.org/W2140036652","https://openalex.org/W2153804780","https://openalex.org/W2159561774","https://openalex.org/W2164777277","https://openalex.org/W2165232124","https://openalex.org/W2209028966","https://openalex.org/W2245824093","https://openalex.org/W2726468696","https://openalex.org/W2735740554","https://openalex.org/W2750203870","https://openalex.org/W2822357093","https://openalex.org/W2914635046","https://openalex.org/W3122226502","https://openalex.org/W4281552590","https://openalex.org/W4321004776","https://openalex.org/W6682780409","https://openalex.org/W6691331315"],"related_works":["https://openalex.org/W4394050964","https://openalex.org/W2551249631","https://openalex.org/W1999830899","https://openalex.org/W2913443329","https://openalex.org/W2078058557","https://openalex.org/W4245006987","https://openalex.org/W1896409101","https://openalex.org/W305219788","https://openalex.org/W2907626929","https://openalex.org/W4200112351"],"abstract_inverted_index":{"Stroke":[0],"involves":[1],"heterogeneity":[2],"in":[3,151],"injury":[4],"and":[5,57,79,86],"ongoing":[6],"endogenous":[7],"recovery,":[8],"which":[9],"are":[10],"seldom":[11],"stratified":[12],"before":[13],"testing":[14],"post-stroke":[15],"robot":[16],"assisted":[17],"motor":[18],"training":[19],"(RAMT).":[20],"Pretraining":[21],"variations,":[22],"especially":[23],"sensory-motor":[24,45],"differences":[25],"may":[26,39,53],"also":[27],"affect":[28],"the":[29,33,43,48,114,123,135,141],"gains":[30],"achieved":[31],"from":[32,93],"RAMT.":[34],"Moreover,":[35],"one":[36],"assessment":[37],"test":[38],"not":[40],"effectively":[41],"characterize":[42],"baseline":[44],"status":[46],"or":[47],"RAMT":[49,87,101,124,136,153],"gains.":[50,60,88],"Pre-therapy":[51],"stratification":[52],"help":[54],"personalize":[55],"therapy":[56,59],"increase":[58],"Towards":[61],"this":[62],"goal,":[63],"we":[64],"propose":[65],"a":[66],"data-driven":[67],"approach":[68],"to":[69,155],"assess":[70],"multiple":[71,146],"functional":[72],"scores":[73,92],"with":[74,96,113,134],"t-distributed":[75],"stochastic":[76],"neighbor":[77],"embedding":[78],"affinity":[80],"propagation":[81],"clustering,":[82],"both":[83],"for":[84,102,122],"pre-therapy":[85,142],"Data":[89],"included":[90],"behavioral":[91],"27":[94],"people":[95],"chronic":[97],"stroke":[98],"who":[99],"underwent":[100],"finger":[103],"movement.":[104],"Three":[105],"clusters":[106,119,131],"were":[107,120],"observed":[108,121],"at":[109],"start-of-therapy":[110],"(SoT),":[111],"concurrent":[112],"overall":[115],"impairment":[116],"level.":[117],"Four":[118],"gains,":[125],"indicating":[126],"specific":[127],"improvements.":[128],"The":[129],"SoT":[130],"showed":[132],"agreement":[133],"gain":[137],"clusters,":[138],"suggesting":[139],"that":[140],"state,":[143],"assessed":[144],"across":[145],"domains,":[147],"could":[148],"be":[149],"useful":[150],"guiding":[152],"interventions":[154],"improve":[156],"outcomes.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
