{"id":"https://openalex.org/W2501483506","doi":"https://doi.org/10.1109/tbme.2016.2591827","title":"Classification and Prediction of Clinical Improvement in Deep Brain Stimulation From Intraoperative Microelectrode Recordings","display_name":"Classification and Prediction of Clinical Improvement in Deep Brain Stimulation From Intraoperative Microelectrode Recordings","publication_year":2016,"publication_date":"2016-07-18","ids":{"openalex":"https://openalex.org/W2501483506","doi":"https://doi.org/10.1109/tbme.2016.2591827","mag":"2501483506","pmid":"https://pubmed.ncbi.nlm.nih.gov/27429431"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2016.2591827","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2016.2591827","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009376743","display_name":"Kyriaki Kostoglou","orcid":"https://orcid.org/0000-0002-3513-9286"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Kyriaki Kostoglou","raw_affiliation_strings":["Department of Electrical and Computer Engineering, McGill University"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, McGill University","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085322272","display_name":"Konstantinos P. Michmizos","orcid":"https://orcid.org/0000-0002-2584-7940"},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Konstantinos P. Michmizos","raw_affiliation_strings":["Department of Computer Science, Rutgers University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Rutgers University","institution_ids":["https://openalex.org/I4210096112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087105075","display_name":"Pantelis Stathis","orcid":null},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Pantelis Stathis","raw_affiliation_strings":["Department of Neurosurgery, National and Kapodistrian University of Athens"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, National and Kapodistrian University of Athens","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108713136","display_name":"Damianos E. Sakas","orcid":null},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Damianos Sakas","raw_affiliation_strings":["Department of Neurosurgery, National and Kapodistrian University of Athens"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, National and Kapodistrian University of Athens","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082313849","display_name":"Konstantina S. Nikita","orcid":"https://orcid.org/0000-0001-8255-4354"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantina S. Nikita","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062820435","display_name":"Georgios D. Mitsis","orcid":"https://orcid.org/0000-0001-9975-5128"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Georgios D. Mitsis","raw_affiliation_strings":["Department of Bioengineering, McGill University, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, McGill University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5009376743"],"corresponding_institution_ids":["https://openalex.org/I5023651"],"apc_list":null,"apc_paid":null,"fwci":2.4683,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.88652899,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"64","issue":"5","first_page":"1123","last_page":"1130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":1.0,"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":1.0,"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9995999932289124,"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/T10614","display_name":"Transcranial Magnetic Stimulation Studies","score":0.9959999918937683,"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":0.928856372833252},{"id":"https://openalex.org/keywords/subthalamic-nucleus","display_name":"Subthalamic nucleus","score":0.9218703508377075},{"id":"https://openalex.org/keywords/microelectrode","display_name":"Microelectrode","score":0.5747190117835999},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.5697072148323059},{"id":"https://openalex.org/keywords/rating-scale","display_name":"Rating scale","score":0.4933151304721832},{"id":"https://openalex.org/keywords/motor-symptoms","display_name":"Motor symptoms","score":0.478670209646225},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4441894292831421},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.4368683695793152},{"id":"https://openalex.org/keywords/stimulation","display_name":"Stimulation","score":0.42779308557510376},{"id":"https://openalex.org/keywords/local-field-potential","display_name":"Local field potential","score":0.41215649247169495},{"id":"https://openalex.org/keywords/electrophysiology","display_name":"Electrophysiology","score":0.41062748432159424},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.28066548705101013},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2517545819282532},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.13244658708572388}],"concepts":[{"id":"https://openalex.org/C2778542668","wikidata":"https://www.wikidata.org/wiki/Q618076","display_name":"Deep brain stimulation","level":4,"score":0.928856372833252},{"id":"https://openalex.org/C2777319143","wikidata":"https://www.wikidata.org/wiki/Q2270424","display_name":"Subthalamic nucleus","level":5,"score":0.9218703508377075},{"id":"https://openalex.org/C111670793","wikidata":"https://www.wikidata.org/wiki/Q16979465","display_name":"Microelectrode","level":3,"score":0.5747190117835999},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.5697072148323059},{"id":"https://openalex.org/C83849319","wikidata":"https://www.wikidata.org/wiki/Q7295720","display_name":"Rating scale","level":2,"score":0.4933151304721832},{"id":"https://openalex.org/C3018987647","wikidata":"https://www.wikidata.org/wiki/Q3221083","display_name":"Motor symptoms","level":4,"score":0.478670209646225},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4441894292831421},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.4368683695793152},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.42779308557510376},{"id":"https://openalex.org/C117838684","wikidata":"https://www.wikidata.org/wiki/Q533483","display_name":"Local field potential","level":2,"score":0.41215649247169495},{"id":"https://openalex.org/C185263204","wikidata":"https://www.wikidata.org/wiki/Q1154774","display_name":"Electrophysiology","level":2,"score":0.41062748432159424},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.28066548705101013},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2517545819282532},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.13244658708572388},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0},{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D008839","descriptor_name":"Microelectrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008839","descriptor_name":"Microelectrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008839","descriptor_name":"Microelectrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013813","descriptor_name":"Therapy, Computer-Assisted","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D013813","descriptor_name":"Therapy, Computer-Assisted","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D013813","descriptor_name":"Therapy, Computer-Assisted","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D013813","descriptor_name":"Therapy, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013813","descriptor_name":"Therapy, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013813","descriptor_name":"Therapy, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016896","descriptor_name":"Treatment Outcome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016896","descriptor_name":"Treatment Outcome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016896","descriptor_name":"Treatment Outcome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017063","descriptor_name":"Outcome Assessment, Health Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017063","descriptor_name":"Outcome Assessment, Health Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017063","descriptor_name":"Outcome Assessment, Health Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020531","descriptor_name":"Subthalamic Nucleus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020531","descriptor_name":"Subthalamic Nucleus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020531","descriptor_name":"Subthalamic Nucleus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D046690","descriptor_name":"Deep Brain Stimulation","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D046690","descriptor_name":"Deep Brain Stimulation","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D046690","descriptor_name":"Deep Brain Stimulation","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D046690","descriptor_name":"Deep Brain Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D046690","descriptor_name":"Deep Brain Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D046690","descriptor_name":"Deep Brain Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D064795","descriptor_name":"Intraoperative Neurophysiological Monitoring","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D064795","descriptor_name":"Intraoperative Neurophysiological Monitoring","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D064795","descriptor_name":"Intraoperative Neurophysiological Monitoring","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D064795","descriptor_name":"Intraoperative Neurophysiological Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D064795","descriptor_name":"Intraoperative Neurophysiological Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D064795","descriptor_name":"Intraoperative Neurophysiological Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2016.2591827","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2016.2591827","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:27429431","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27429431","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":"IEEE transactions on bio-medical engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G4226135254","display_name":null,"funder_award_id":"RPGIN- 2014-05931","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1498617277","https://openalex.org/W1834763371","https://openalex.org/W1965831062","https://openalex.org/W1975667970","https://openalex.org/W1978389345","https://openalex.org/W1982394722","https://openalex.org/W1987164297","https://openalex.org/W1992304459","https://openalex.org/W2000963066","https://openalex.org/W2001630545","https://openalex.org/W2003411364","https://openalex.org/W2013468174","https://openalex.org/W2016696802","https://openalex.org/W2022385615","https://openalex.org/W2039550499","https://openalex.org/W2045989321","https://openalex.org/W2046910164","https://openalex.org/W2048783706","https://openalex.org/W2053727139","https://openalex.org/W2054472230","https://openalex.org/W2058691511","https://openalex.org/W2067453159","https://openalex.org/W2069254270","https://openalex.org/W2073248892","https://openalex.org/W2074191835","https://openalex.org/W2075021671","https://openalex.org/W2087177425","https://openalex.org/W2087721966","https://openalex.org/W2088646672","https://openalex.org/W2096875305","https://openalex.org/W2100365094","https://openalex.org/W2106525823","https://openalex.org/W2108157570","https://openalex.org/W2109553965","https://openalex.org/W2117418766","https://openalex.org/W2127146698","https://openalex.org/W2129217278","https://openalex.org/W2133947591","https://openalex.org/W2138986042","https://openalex.org/W2140978740","https://openalex.org/W2141881609","https://openalex.org/W2145954079","https://openalex.org/W2149476088","https://openalex.org/W2156785179","https://openalex.org/W2159924449","https://openalex.org/W2160628441","https://openalex.org/W2161176566","https://openalex.org/W2161558564","https://openalex.org/W2163503262","https://openalex.org/W2163843059","https://openalex.org/W2170674853","https://openalex.org/W2231485474","https://openalex.org/W2481004812","https://openalex.org/W2911964244","https://openalex.org/W2998216295","https://openalex.org/W2998768810","https://openalex.org/W4236137412","https://openalex.org/W4285719527","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W2167683893","https://openalex.org/W2093780015","https://openalex.org/W20470332","https://openalex.org/W1978516934","https://openalex.org/W2056849177","https://openalex.org/W4392519978","https://openalex.org/W3040147773","https://openalex.org/W2098994600","https://openalex.org/W2588164982","https://openalex.org/W2062950116"],"abstract_inverted_index":{"We":[0,26,52],"present":[1],"a":[2,29],"random":[3],"forest":[4],"(RF)":[5],"classification":[6],"and":[7,62,67],"regression":[8],"technique":[9],"to":[10,57,100],"predict,":[11],"intraoperatively,":[12],"the":[13,42,54,70,101],"unified":[14],"Parkinson's":[15,46],"disease":[16,47],"rating":[17],"scale":[18],"(UPDRS)":[19],"improvement":[20,44,106],"after":[21],"deep":[22],"brain":[23],"stimulation":[24],"(DBS).":[25],"hypothesized":[27],"that":[28,73,90],"data-informed":[30],"combination":[31],"of":[32,45,103],"features":[33,80],"extracted":[34],"from":[35],"intraoperative":[36],"microelectrode":[37],"recordings":[38],"(MERs)":[39],"can":[40],"predict":[41],"motor":[43,104],"patients":[48],"undergoing":[49],"DBS":[50],"surgery.":[51],"modified":[53],"employed":[55],"RFs":[56],"account":[58],"for":[59,69,83],"unbalanced":[60],"datasets":[61],"multiple":[63],"observations":[64],"per":[65],"patient,":[66],"showed,":[68],"first":[71],"time,":[72],"only":[74],"five":[75],"neurophysiologically":[76],"interpretable":[77],"MER":[78],"signal":[79,95],"are":[81,97],"sufficient":[82],"predicting":[84],"UPDRS":[85],"improvement.":[86],"This":[87],"finding":[88],"suggests":[89],"subthalamic":[91],"nucleus":[92],"(STN)":[93],"electrophysiological":[94],"characteristics":[96],"strongly":[98],"correlated":[99],"extent":[102],"behavior":[105],"observed":[107],"in":[108],"STN-DBS.":[109]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}