{"id":"https://openalex.org/W4410541009","doi":"https://doi.org/10.1038/s41597-025-05042-4","title":"An EEG-EMG dataset from a standardized reaching task for biomarker research in upper limb assessment","display_name":"An EEG-EMG dataset from a standardized reaching task for biomarker research in upper limb assessment","publication_year":2025,"publication_date":"2025-05-20","ids":{"openalex":"https://openalex.org/W4410541009","doi":"https://doi.org/10.1038/s41597-025-05042-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/40393988"},"language":"en","primary_location":{"id":"doi:10.1038/s41597-025-05042-4","doi":"https://doi.org/10.1038/s41597-025-05042-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41597-025-05042-4","pdf_url":"https://www.nature.com/articles/s41597-025-05042-4.pdf","source":{"id":"https://openalex.org/S2607323502","display_name":"Scientific Data","issn_l":"2052-4463","issn":["2052-4463"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1","medline","norway-2"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Data","raw_type":"journal-article"},"volume":null,"type":"data-paper","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41597-025-05042-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038401166","display_name":"Florencia Garro","orcid":"https://orcid.org/0000-0001-8845-0281","observed_orcids":["https://orcid.org/0000-0001-8845-0281"]},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Florencia Garro","raw_affiliation_strings":["Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy. florencia.garro@iit.it"],"raw_orcid":"https://orcid.org/0000-0001-8845-0281","affiliations":[{"raw_affiliation_string":"Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy. florencia.garro@iit.it","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020125588","display_name":"Enzo Fenoglio","orcid":"https://orcid.org/0009-0002-2779-6574","observed_orcids":["https://orcid.org/0009-0002-2779-6574","https://orcid.org/0000-0003-0224-7237"]},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]},{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elena Fenoglio","raw_affiliation_strings":["Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy","University of Genoa, Department of Informatics, Bioengineering, Robotics and Systems Engineering, Genoa, 16145, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy","institution_ids":["https://openalex.org/I30771326"]},{"raw_affiliation_string":"University of Genoa, Department of Informatics, Bioengineering, Robotics and Systems Engineering, Genoa, 16145, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085360592","display_name":"Indya Ceroni","orcid":"https://orcid.org/0000-0003-1251-1185","observed_orcids":["https://orcid.org/0000-0003-1251-1185"]},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]},{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Indya Ceroni","raw_affiliation_strings":["Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy","University of Genoa, Department of Informatics, Bioengineering, Robotics and Systems Engineering, Genoa, 16145, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy","institution_ids":["https://openalex.org/I30771326"]},{"raw_affiliation_string":"University of Genoa, Department of Informatics, Bioengineering, Robotics and Systems Engineering, Genoa, 16145, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093460598","display_name":"Inna Forsiuk","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Inna Forsiuk","raw_affiliation_strings":["Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012555276","display_name":"Michele Canepa","orcid":"https://orcid.org/0000-0002-6168-0332","observed_orcids":["https://orcid.org/0000-0002-6168-0332"]},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Canepa","raw_affiliation_strings":["Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy","The Open University Affiliated Research Centre at Italian Institute of Technology (ARC@IIT), Genoa, 16163, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy","institution_ids":["https://openalex.org/I30771326"]},{"raw_affiliation_string":"The Open University Affiliated Research Centre at Italian Institute of Technology (ARC@IIT), Genoa, 16163, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093460599","display_name":"Michael Mozzon","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michael Mozzon","raw_affiliation_strings":["Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090344203","display_name":"Agnese Bruschi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Agnese Bruschi","raw_affiliation_strings":["Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080079950","display_name":"Francesco Zippo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Zippo","raw_affiliation_strings":["Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029456664","display_name":"Matteo Laffranchi","orcid":"https://orcid.org/0000-0003-1189-281X","observed_orcids":["https://orcid.org/0000-0003-1189-281X"]},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Laffranchi","raw_affiliation_strings":["Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045739907","display_name":"Lorenzo De Michieli","orcid":"https://orcid.org/0000-0001-7158-3002","observed_orcids":["https://orcid.org/0000-0001-7158-3002"]},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo De Michieli","raw_affiliation_strings":["Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063406778","display_name":"Stefano Buccelli","orcid":"https://orcid.org/0000-0002-3453-8971","observed_orcids":["https://orcid.org/0000-0002-3453-8971"]},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Buccelli","raw_affiliation_strings":["Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017434251","display_name":"Michela Chiappalone","orcid":"https://orcid.org/0000-0003-1427-5147","observed_orcids":["https://orcid.org/0000-0003-1427-5147"]},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]},{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michela Chiappalone","raw_affiliation_strings":["Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy","University of Genoa, Department of Informatics, Bioengineering, Robotics and Systems Engineering, Genoa, 16145, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy","institution_ids":["https://openalex.org/I30771326"]},{"raw_affiliation_string":"University of Genoa, Department of Informatics, Bioengineering, Robotics and Systems Engineering, Genoa, 16145, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021284670","display_name":"Marianna Semprini","orcid":"https://orcid.org/0000-0001-5504-0251","observed_orcids":["https://orcid.org/0000-0001-5504-0251"]},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Marianna Semprini","raw_affiliation_strings":["Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy. marianna.semprini@iit.it"],"raw_orcid":"https://orcid.org/0000-0001-5504-0251","affiliations":[{"raw_affiliation_string":"Italian Institute of Technology, Rehab Technologies Lab, Genoa, 16163, Italy. marianna.semprini@iit.it","institution_ids":["https://openalex.org/I30771326"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5021284670","https://openalex.org/A5038401166"],"corresponding_institution_ids":["https://openalex.org/I30771326"],"apc_list":{"value":2490,"currency":"USD","value_usd":2490},"apc_paid":{"value":2490,"currency":"USD","value_usd":2490},"fwci":null,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"1","first_page":"831","last_page":"831"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.7714999914169312,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.7714999914169312,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.22380000352859497,"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":0.0020000000949949026,"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/upper-limb-exoskeleton","display_name":"upper limb exoskeleton","score":0.9129999876022339},{"id":"https://openalex.org/keywords/high-density-eeg","display_name":"high-density EEG","score":0.7049999833106995},{"id":"https://openalex.org/keywords/surface-electromyography","display_name":"surface electromyography","score":0.9919999837875366},{"id":"https://openalex.org/keywords/electrophysiological-markers","display_name":"electrophysiological markers","score":0.9549999833106995},{"id":"https://openalex.org/keywords/assistive-technology-assessment","display_name":"assistive technology assessment","score":0.7789999842643738},{"id":"https://openalex.org/keywords/inter-trial-phase-coherence","display_name":"inter-trial phase coherence","score":0.9850000143051147},{"id":"https://openalex.org/keywords/event-related-spectral-perturbation","display_name":"event-related spectral perturbation","score":0.7799999713897705},{"id":"https://openalex.org/keywords/emg-artifact-removal","display_name":"EMG artifact removal","score":0.7250000238418579},{"id":"https://openalex.org/keywords/human-robot-interaction","display_name":"human-robot interaction","score":0.7900000214576721},{"id":"https://openalex.org/keywords/hybrid-brain-computer-interface","display_name":"hybrid brain-computer interface","score":0.9150000214576721},{"id":"https://openalex.org/keywords/touch-screen","display_name":"touch screen","score":0.4429999887943268},{"id":"https://openalex.org/keywords/healthy-volunteers","display_name":"healthy volunteers","score":0.4440000057220459}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5847116708755493},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5565513968467712},{"id":"https://openalex.org/C2985871740","wikidata":"https://www.wikidata.org/wiki/Q1637368","display_name":"Task force","level":2,"score":0.5147085785865784},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4509727656841278},{"id":"https://openalex.org/C2781197716","wikidata":"https://www.wikidata.org/wiki/Q864574","display_name":"Biomarker","level":2,"score":0.4170071482658386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35918790102005005},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30902332067489624},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3084558844566345},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2189951241016388},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18405279517173767},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07465225458145142},{"id":"https://openalex.org/C3116431","wikidata":"https://www.wikidata.org/wiki/Q31728","display_name":"Public administration","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},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","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":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1038/s41597-025-05042-4","doi":"https://doi.org/10.1038/s41597-025-05042-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41597-025-05042-4","pdf_url":"https://www.nature.com/articles/s41597-025-05042-4.pdf","source":{"id":"https://openalex.org/S2607323502","display_name":"Scientific Data","issn_l":"2052-4463","issn":["2052-4463"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1","medline","norway-2"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Data","raw_type":"journal-article"},{"id":"pmid:40393988","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40393988","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,"listed_in":[],"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":"Scientific data","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12092770","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12092770","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,"listed_in":[],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sci Data","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:024bd82d7239483fa19b8770a9cded02","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/024bd82d7239483fa19b8770a9cded02","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":"Scientific Data, Vol 12, Iss 1, Pp 1-16 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41597-025-05042-4","doi":"https://doi.org/10.1038/s41597-025-05042-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41597-025-05042-4","pdf_url":"https://www.nature.com/articles/s41597-025-05042-4.pdf","source":{"id":"https://openalex.org/S2607323502","display_name":"Scientific Data","issn_l":"2052-4463","issn":["2052-4463"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1","medline","norway-2"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Data","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324633","display_name":"Istituto Nazionale per l'Assicurazione Contro Gli Infortuni sul Lavoro","ror":"https://ror.org/01t264m74"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410541009.pdf","grobid_xml":"https://content.openalex.org/works/W4410541009.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1583370826","https://openalex.org/W1977252713","https://openalex.org/W2011899692","https://openalex.org/W2100741386","https://openalex.org/W2105957367","https://openalex.org/W2116308679","https://openalex.org/W2119985669","https://openalex.org/W2120768649","https://openalex.org/W2128495200","https://openalex.org/W2166073443","https://openalex.org/W2302501749","https://openalex.org/W2560512642","https://openalex.org/W2796502183","https://openalex.org/W2935644916","https://openalex.org/W2951103577","https://openalex.org/W2956069845","https://openalex.org/W2962746000","https://openalex.org/W2964770997","https://openalex.org/W3035386766","https://openalex.org/W3098993931","https://openalex.org/W3135427506","https://openalex.org/W3136357392","https://openalex.org/W3152790781","https://openalex.org/W4221110986","https://openalex.org/W4297313142","https://openalex.org/W4320480732","https://openalex.org/W4389542407","https://openalex.org/W6684602327","https://openalex.org/W6939621371"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W2509787619"],"abstract_inverted_index":{"This":[0],"work":[1],"describes":[2],"a":[3,18,127],"dataset":[4,74,134],"containing":[5],"high-density":[6],"EEG":[7],"(hd-EEG)":[8],"and":[9,22,64,110,119,146,159,184],"surface":[10],"electromiography":[11],"(sEMG)":[12],"to":[13,33,62,70,78],"capture":[14],"neuromechanical":[15,161],"responses":[16],"during":[17,163],"reaching":[19,54],"task":[20],"with":[21,88,117],"without":[23],"the":[24,79],"assistance":[25],"of":[26,51,95,102,187],"an":[27,93],"upper-limb":[28,67,188],"exoskeleton.":[29],"It":[30,149],"was":[31,60],"designed":[32],"explore":[34],"electrophysiological":[35],"biomarkers":[36],"for":[37,114,123,129,138,143,153,181],"assessing":[38],"assistive":[39,131],"technologies.":[40],"Data":[41,82],"were":[42],"collected":[43],"from":[44],"40":[45],"healthy":[46],"participants":[47],"performing":[48],"10":[49],"repetitions":[50],"three":[52],"standardized":[53],"tasks.":[55],"A":[56],"custom-designed":[57],"touch":[58],"panel":[59],"built":[61],"standardize":[63],"simulate":[65],"natural":[66],"movements":[68],"relevant":[69],"daily":[71],"activities.":[72],"The":[73],"is":[75,150],"formatted":[76],"according":[77],"Brain":[80],"Imaging":[81],"Structure":[83],"(BIDS)":[84],"standard,":[85],"in":[86,174],"alignment":[87],"FAIR":[89],"principles.":[90],"To":[91],"provide":[92],"overview":[94],"data":[96],"quality,":[97],"we":[98],"present":[99],"subject-level":[100],"analyses":[101],"event-related":[103,111],"spectral":[104],"perturbation":[105],"(ERSP),":[106],"inter-trial":[107],"coherence":[108],"(ITC),":[109],"synchronization/desynchronization":[112],"(ERS/ERD)":[113],"EEG,":[115],"along":[116],"time-":[118],"frequency-":[120],"domain":[121],"decomposition":[122],"EMG.":[124],"Beyond":[125],"providing":[126],"methodology":[128],"evaluating":[130],"technologies,":[132],"this":[133],"can":[135,168],"be":[136],"used":[137],"biosignal":[139],"processing":[140],"research,":[141],"particularly":[142],"artifact":[144],"removal":[145],"denoising":[147],"techniques.":[148],"also":[151],"valuable":[152],"machine":[154],"learning-based":[155],"feature":[156],"extraction,":[157],"classification,":[158],"studying":[160],"modulations":[162],"goal-oriented":[164],"movements.":[165,189],"Additionally,":[166],"it":[167],"support":[169],"research":[170],"on":[171],"human-robot":[172],"interaction":[173],"non-clinical":[175],"settings,":[176],"hybrid":[177],"brain-computer":[178],"interfaces":[179],"(BCIs)":[180],"robotic":[182],"control":[183],"biomechanical":[185],"modeling":[186]},"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2025-10-10T00:00:00"}
