{"id":"https://openalex.org/W4415660367","doi":"https://doi.org/10.1038/s41746-025-02089-w","title":"Electrophysiological signatures predict the therapeutic window of deep brain stimulation electrode contacts","display_name":"Electrophysiological signatures predict the therapeutic window of deep brain stimulation electrode contacts","publication_year":2025,"publication_date":"2025-10-29","ids":{"openalex":"https://openalex.org/W4415660367","doi":"https://doi.org/10.1038/s41746-025-02089-w","pmid":"https://pubmed.ncbi.nlm.nih.gov/41162751"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-02089-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-02089-w","pdf_url":"https://www.nature.com/articles/s41746-025-02089-w.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-025-02089-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106528571","display_name":"Fayed Rassoulou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089242","display_name":"D\u00fcsseldorf University Hospital","ror":"https://ror.org/006k2kk72","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210089242"]},{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Fayed Rassoulou","raw_affiliation_strings":["Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953","https://openalex.org/I4210089242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023841778","display_name":"Abhinav Sharma","orcid":"https://orcid.org/0000-0002-9296-3386"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210108304","display_name":"MRC Brain Network Dynamics Unit","ror":"https://ror.org/01tfjyv98","country_code":"GB","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210087105","https://openalex.org/I4210108304","https://openalex.org/I90344618"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Abhinav Sharma","raw_affiliation_strings":["MRC Brain Networks Dynamics Unit, University of Oxford, Oxford, UK","Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRC Brain Networks Dynamics Unit, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I4210108304","https://openalex.org/I40120149"]},{"raw_affiliation_string":"Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013969252","display_name":"Alexandra Steina","orcid":"https://orcid.org/0009-0005-6361-8101"},"institutions":[{"id":"https://openalex.org/I4210089242","display_name":"D\u00fcsseldorf University Hospital","ror":"https://ror.org/006k2kk72","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210089242"]},{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexandra Steina","raw_affiliation_strings":["Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953","https://openalex.org/I4210089242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045065376","display_name":"Markus Butz","orcid":"https://orcid.org/0000-0003-1438-5792"},"institutions":[{"id":"https://openalex.org/I4210089242","display_name":"D\u00fcsseldorf University Hospital","ror":"https://ror.org/006k2kk72","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210089242"]},{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Butz","raw_affiliation_strings":["Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953","https://openalex.org/I4210089242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101465659","display_name":"Christian J. Hartmann","orcid":"https://orcid.org/0000-0002-8296-8626"},"institutions":[{"id":"https://openalex.org/I4210089242","display_name":"D\u00fcsseldorf University Hospital","ror":"https://ror.org/006k2kk72","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210089242"]},{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian J. Hartmann","raw_affiliation_strings":["Center for Movement Disorders and Neuromodulation, Department of Neurology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany","Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Movement Disorders and Neuromodulation, Department of Neurology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953","https://openalex.org/I4210089242"]},{"raw_affiliation_string":"Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953","https://openalex.org/I4210089242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016952998","display_name":"Bahne H. Bahners","orcid":"https://orcid.org/0000-0003-1963-9798"},"institutions":[{"id":"https://openalex.org/I4210089242","display_name":"D\u00fcsseldorf University Hospital","ror":"https://ror.org/006k2kk72","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210089242"]},{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bahne H. Bahners","raw_affiliation_strings":["Center for Movement Disorders and Neuromodulation, Department of Neurology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany","Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Movement Disorders and Neuromodulation, Department of Neurology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953","https://openalex.org/I4210089242"]},{"raw_affiliation_string":"Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953","https://openalex.org/I4210089242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015932829","display_name":"Jan Vesper","orcid":"https://orcid.org/0000-0002-0350-7590"},"institutions":[{"id":"https://openalex.org/I4210089242","display_name":"D\u00fcsseldorf University Hospital","ror":"https://ror.org/006k2kk72","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210089242"]},{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Vesper","raw_affiliation_strings":["Department of Functional Neurosurgery and Stereotaxy, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Functional Neurosurgery and Stereotaxy, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953","https://openalex.org/I4210089242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013035262","display_name":"Alfons Schnitzler","orcid":"https://orcid.org/0000-0002-6414-7939"},"institutions":[{"id":"https://openalex.org/I4210089242","display_name":"D\u00fcsseldorf University Hospital","ror":"https://ror.org/006k2kk72","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210089242"]},{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alfons Schnitzler","raw_affiliation_strings":["Center for Movement Disorders and Neuromodulation, Department of Neurology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany","Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Movement Disorders and Neuromodulation, Department of Neurology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953","https://openalex.org/I4210089242"]},{"raw_affiliation_string":"Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953","https://openalex.org/I4210089242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040905404","display_name":"Jan V. Hirschmann","orcid":"https://orcid.org/0000-0001-6315-1912"},"institutions":[{"id":"https://openalex.org/I4210089242","display_name":"D\u00fcsseldorf University Hospital","ror":"https://ror.org/006k2kk72","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210089242"]},{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Hirschmann","raw_affiliation_strings":["Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany. Jan.Hirschmann@med.uni-duesseldorf.de","Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany. Jan.Hirschmann@med.uni-duesseldorf.de","institution_ids":["https://openalex.org/I44260953","https://openalex.org/I4210089242"]},{"raw_affiliation_string":"Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953","https://openalex.org/I4210089242"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5106528571"],"corresponding_institution_ids":["https://openalex.org/I4210089242","https://openalex.org/I44260953"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.42182633,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"1","first_page":"635","last_page":"635"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":0.9965000152587891,"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":0.9965000152587891,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.0006000000284984708,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-brain-stimulation","display_name":"Deep brain stimulation","score":0.8514999747276306},{"id":"https://openalex.org/keywords/subthalamic-nucleus","display_name":"Subthalamic nucleus","score":0.8223000168800354},{"id":"https://openalex.org/keywords/local-field-potential","display_name":"Local field potential","score":0.6654999852180481},{"id":"https://openalex.org/keywords/electrophysiology","display_name":"Electrophysiology","score":0.6067000031471252},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.46540001034736633},{"id":"https://openalex.org/keywords/neurophysiology","display_name":"Neurophysiology","score":0.43529999256134033},{"id":"https://openalex.org/keywords/stimulation","display_name":"Stimulation","score":0.43070000410079956}],"concepts":[{"id":"https://openalex.org/C2778542668","wikidata":"https://www.wikidata.org/wiki/Q618076","display_name":"Deep brain stimulation","level":4,"score":0.8514999747276306},{"id":"https://openalex.org/C2777319143","wikidata":"https://www.wikidata.org/wiki/Q2270424","display_name":"Subthalamic nucleus","level":5,"score":0.8223000168800354},{"id":"https://openalex.org/C117838684","wikidata":"https://www.wikidata.org/wiki/Q533483","display_name":"Local field potential","level":2,"score":0.6654999852180481},{"id":"https://openalex.org/C185263204","wikidata":"https://www.wikidata.org/wiki/Q1154774","display_name":"Electrophysiology","level":2,"score":0.6067000031471252},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.5949000120162964},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.46540001034736633},{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.43529999256134033},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.43070000410079956},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.40700000524520874},{"id":"https://openalex.org/C46622094","wikidata":"https://www.wikidata.org/wiki/Q659446","display_name":"Therapeutic window","level":2,"score":0.3991999924182892},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3917999863624573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3619000017642975},{"id":"https://openalex.org/C556910895","wikidata":"https://www.wikidata.org/wiki/Q384188","display_name":"Magnetoencephalography","level":3,"score":0.34279999136924744},{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"score":0.33889999985694885},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.320499986410141},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.30239999294281006},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.28850001096725464},{"id":"https://openalex.org/C2777093003","wikidata":"https://www.wikidata.org/wiki/Q6508345","display_name":"Lead (geology)","level":2,"score":0.2752000093460083},{"id":"https://openalex.org/C2985799443","wikidata":"https://www.wikidata.org/wiki/Q4955838","display_name":"Brain stimulation","level":3,"score":0.2736999988555908},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2667999863624573}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s41746-025-02089-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-02089-w","pdf_url":"https://www.nature.com/articles/s41746-025-02089-w.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:41162751","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41162751","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":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:b422d7ecc5e24713a5f3c0723ebb6a0f","is_oa":true,"landing_page_url":"https://doaj.org/article/b422d7ecc5e24713a5f3c0723ebb6a0f","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":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-11 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:11379578","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12572235","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:b354268c-3c30-462f-bb20-7a078d5de070","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Jisc Publications Router","raw_type":"http://purl.org/coar/resource_type/c_dcae04bc"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-02089-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-02089-w","pdf_url":"https://www.nature.com/articles/s41746-025-02089-w.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415660367.pdf","grobid_xml":"https://content.openalex.org/works/W4415660367.grobid-xml"},"referenced_works_count":84,"referenced_works":["https://openalex.org/W1958043126","https://openalex.org/W1976576140","https://openalex.org/W1976901839","https://openalex.org/W2012539045","https://openalex.org/W2034623206","https://openalex.org/W2058046532","https://openalex.org/W2060707485","https://openalex.org/W2060756235","https://openalex.org/W2074191835","https://openalex.org/W2076304184","https://openalex.org/W2083932518","https://openalex.org/W2084910998","https://openalex.org/W2096875305","https://openalex.org/W2099652807","https://openalex.org/W2104822204","https://openalex.org/W2105515675","https://openalex.org/W2125684792","https://openalex.org/W2136989584","https://openalex.org/W2140684369","https://openalex.org/W2143685192","https://openalex.org/W2155722796","https://openalex.org/W2156665896","https://openalex.org/W2157308590","https://openalex.org/W2158900973","https://openalex.org/W2183132719","https://openalex.org/W2270769397","https://openalex.org/W2295598076","https://openalex.org/W2310916568","https://openalex.org/W2406423715","https://openalex.org/W2423154567","https://openalex.org/W2515990420","https://openalex.org/W2550757270","https://openalex.org/W2554171509","https://openalex.org/W2599888381","https://openalex.org/W2605334700","https://openalex.org/W2622109244","https://openalex.org/W2623182184","https://openalex.org/W2798091161","https://openalex.org/W2803718659","https://openalex.org/W2934399013","https://openalex.org/W3005402525","https://openalex.org/W3024275906","https://openalex.org/W3044823034","https://openalex.org/W3110151578","https://openalex.org/W3128863783","https://openalex.org/W3164797384","https://openalex.org/W3165101924","https://openalex.org/W3177450449","https://openalex.org/W3197518412","https://openalex.org/W3197794658","https://openalex.org/W3216143863","https://openalex.org/W4211044101","https://openalex.org/W4213435970","https://openalex.org/W4225254763","https://openalex.org/W4280492262","https://openalex.org/W4280594356","https://openalex.org/W4282009015","https://openalex.org/W4283833870","https://openalex.org/W4289687891","https://openalex.org/W4294941576","https://openalex.org/W4311779846","https://openalex.org/W4361285912","https://openalex.org/W4367180909","https://openalex.org/W4383315626","https://openalex.org/W4383896148","https://openalex.org/W4386072737","https://openalex.org/W4391997460","https://openalex.org/W4392032200","https://openalex.org/W4398183239","https://openalex.org/W4399204276","https://openalex.org/W4400224576","https://openalex.org/W4400270136","https://openalex.org/W4401606982","https://openalex.org/W4401694862","https://openalex.org/W4402603151","https://openalex.org/W4403164667","https://openalex.org/W4405828937","https://openalex.org/W4407056049","https://openalex.org/W4407821243","https://openalex.org/W4408162324","https://openalex.org/W4408394085","https://openalex.org/W4408405780","https://openalex.org/W4409448364","https://openalex.org/W4411426804"],"related_works":[],"abstract_inverted_index":{"Deep":[0],"brain":[1],"stimulation":[2],"(DBS)":[3],"is":[4,15],"an":[5,84],"effective":[6],"treatment":[7],"for":[8],"Parkinson's":[9],"disease.":[10],"Identifying":[11],"the":[12,45,61,71,121,131,148],"optimal":[13,122],"parameters":[14],"a":[16],"complex":[17],"task.":[18],"Here,":[19],"we":[20],"investigated":[21],"whether":[22],"electrophysiology,":[23],"combined":[24],"with":[25],"machine":[26],"learning,":[27],"can":[28,124],"support":[29],"contact":[30,123,145],"selection.":[31],"We":[32],"applied":[33],"tree":[34],"learning":[35],"to":[36,59,116,143],"resting-state":[37],"magnetoencephalographic":[38],"and":[39,51,82,105,140],"local":[40],"field":[41],"potential":[42],"recordings":[43],"from":[44,137],"subthalamic":[46,103],"nucleus":[47],"(STN).":[48],"STN":[49],"power":[50],"STN-cortex":[52,107],"coherence":[53,108],"in":[54,70,83,109,147],"various":[55],"frequency":[56],"bands":[57],"served":[58],"predict":[60],"therapeutic":[62,68,135],"window.":[63],"The":[64],"model":[65],"successfully":[66],"predicted":[67],"windows":[69,136],"original":[72],"(r":[73,87],"=":[74,80,88,94],"0.45,":[75],"p":[76,90],"<":[77,91],"0.001,":[78,92],"N":[79,93],"45)":[81],"independent":[85],"cohort":[86],"0.30,":[89],"8).":[95],"It":[96],"relied":[97],"mostly":[98],"on":[99,106],"fast":[100],"(>35":[101],"Hz)":[102],"activity":[104],"several":[110],"bands.":[111],"Furthermore,":[112],"it":[113],"was":[114],"able":[115],"order":[117],"contacts":[118],"such":[119],"that":[120],"be":[125],"found":[126],"faster.":[127],"Our":[128],"study":[129],"demonstrates":[130],"feasibility":[132],"of":[133],"predicting":[134],"electrophysiological":[138],"features":[139],"could":[141],"contribute":[142],"automated":[144],"selection":[146],"future.":[149]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-29T00:00:00"}
