{"id":"https://openalex.org/W7147291882","doi":"https://doi.org/10.48550/arxiv.2603.27750","title":"Invasive and Non-Invasive Neural Decoding of Motor Performance in Parkinson's Disease for Personalized Deep Brain Stimulation","display_name":"Invasive and Non-Invasive Neural Decoding of Motor Performance in Parkinson's Disease for Personalized Deep Brain Stimulation","publication_year":2026,"publication_date":"2026-03-29","ids":{"openalex":"https://openalex.org/W7147291882","doi":"https://doi.org/10.48550/arxiv.2603.27750"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.27750","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.27750","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2603.27750","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020051300","display_name":"Matthias Dold","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Dold, Matthias","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132555334","display_name":"Volker A. Coenen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Coenen, Volker A.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132601796","display_name":"Bastian Sajonz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sajonz, Bastian","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061305446","display_name":"Peter C. Reinacher","orcid":"https://orcid.org/0000-0003-1691-546X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Reinacher, Peter","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061305446","display_name":"Peter C. Reinacher","orcid":"https://orcid.org/0000-0003-1691-546X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Reinacher, Peter","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067734578","display_name":"Thomas Prokop","orcid":"https://orcid.org/0000-0002-2629-4110"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prokop, Thomas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132595403","display_name":"Marco Reisert","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Reisert, Marco","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119443499","display_name":"Sophia Sophia Gimple","orcid":"https://orcid.org/0009-0003-0594-7893"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gimple, Sophia","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132651187","display_name":"Yasin Temel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Temel, Yasin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088067171","display_name":"Marcus L.F. Janssen","orcid":"https://orcid.org/0000-0003-0030-7224"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Janssen, Marcus L. F.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067573169","display_name":"Michael Tangermann","orcid":"https://orcid.org/0000-0001-6729-0290"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tangermann, Michael","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5132581049","display_name":"Joana Pereira","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pereira, Joana","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5020051300"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":0.9564999938011169,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10919","display_name":"Neurological disorders and treatments","score":0.9564999938011169,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.02290000021457672,"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/T10614","display_name":"Transcranial Magnetic Stimulation Studies","score":0.00430000014603138,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-brain-stimulation","display_name":"Deep brain stimulation","score":0.8366000056266785},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.7603999972343445},{"id":"https://openalex.org/keywords/electrocorticography","display_name":"Electrocorticography","score":0.6596999764442444},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.6248999834060669},{"id":"https://openalex.org/keywords/neural-decoding","display_name":"Neural decoding","score":0.5558000206947327},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5278000235557556},{"id":"https://openalex.org/keywords/kinematics","display_name":"Kinematics","score":0.4699000120162964},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.4560999870300293},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.423799991607666}],"concepts":[{"id":"https://openalex.org/C2778542668","wikidata":"https://www.wikidata.org/wiki/Q618076","display_name":"Deep brain stimulation","level":4,"score":0.8366000056266785},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7603999972343445},{"id":"https://openalex.org/C2780117969","wikidata":"https://www.wikidata.org/wiki/Q3587624","display_name":"Electrocorticography","level":3,"score":0.6596999764442444},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.6248999834060669},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.5558000206947327},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.5507000088691711},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5278000235557556},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.4699000120162964},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46320000290870667},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4560999870300293},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.423799991607666},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4196000099182129},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.41499999165534973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.391400009393692},{"id":"https://openalex.org/C2985799443","wikidata":"https://www.wikidata.org/wiki/Q4955838","display_name":"Brain stimulation","level":3,"score":0.3481999933719635},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.3230000138282776},{"id":"https://openalex.org/C2778261627","wikidata":"https://www.wikidata.org/wiki/Q2608695","display_name":"Movement disorders","level":3,"score":0.31380000710487366},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.3127000033855438},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.31040000915527344},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.30230000615119934},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.28940001130104065},{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.27709999680519104},{"id":"https://openalex.org/C137813230","wikidata":"https://www.wikidata.org/wiki/Q2996165","display_name":"Motor control","level":2,"score":0.27300000190734863},{"id":"https://openalex.org/C2984127161","wikidata":"https://www.wikidata.org/wiki/Q969316","display_name":"Neural activity","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C2908832724","wikidata":"https://www.wikidata.org/wiki/Q7187600","display_name":"Photic Stimulation","level":4,"score":0.26420000195503235},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.2619999945163727},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2581000030040741},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.2547000050544739},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25369998812675476}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.27750","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.27750","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2603.27750","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.27750","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"score":0.5127674341201782,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Decoding":[0],"motor":[1,33],"performance":[2,34],"from":[3,35],"brain":[4,12],"signals":[5],"offers":[6],"promising":[7],"avenues":[8],"for":[9,15,40,134,139],"adaptive":[10],"deep":[11],"stimulation":[13],"(aDBS)":[14],"Parkinson's":[16],"disease":[17],"(PD).":[18],"In":[19],"a":[20,28,77],"two-center":[21],"cohort":[22],"of":[23,60,66,91,97,110,124],"19":[24],"PD":[25],"patients":[26,48],"executing":[27],"drawing":[29,115],"task,":[30],"we":[31,72,136],"decoded":[32],"electroencephalography":[36],"(n=15)":[37],"and,":[38],"critically":[39],"clinical":[41],"translation,":[42],"electrocorticography":[43],"(n=4).":[44],"Within":[45],"each":[46],"session,":[47],"performed":[49],"the":[50,98],"task":[51],"under":[52,120],"DBS":[53,56,81],"on":[54,68],"and":[55,126],"off.":[57],"A":[58],"total":[59],"35":[61,99],"sessions":[62,100],"were":[63],"recorded.":[64],"Instead":[65],"relying":[67],"single":[69],"frequency":[70],"bands,":[71],"derived":[73],"patient-specific":[74],"biomarkers":[75],"using":[76],"filterbank-based":[78],"machine-learning":[79],"approach.":[80],"modulated":[82],"kinematics":[83,92],"significantly":[84],"in":[85,95],"23":[86],"sessions.":[87],"Significant":[88],"neural":[89,127],"decoding":[90,128],"was":[93],"possible":[94],"28":[96],"(average":[101],"Pearson's":[102],"$\\text{r}=":[103],"0.37$).":[104],"Our":[105],"results":[106],"further":[107],"demonstrate":[108],"modulation":[109],"speed-accuracy":[111],"trade-offs,":[112],"with":[113],"increased":[114],"speed":[116],"but":[117],"reduced":[118],"accuracy":[119],"DBS.":[121],"Joint":[122],"evaluation":[123],"behavioral":[125],"outcomes":[129],"revealed":[130],"six":[131],"prototypical":[132],"scenarios,":[133],"which":[135],"provide":[137],"guidance":[138],"future":[140],"aDBS":[141],"strategies.":[142]},"counts_by_year":[],"updated_date":"2026-04-02T13:53:19.096889","created_date":"2026-04-02T00:00:00"}