{"id":"https://openalex.org/W4386014880","doi":"https://doi.org/10.1007/978-3-031-39965-7_50","title":"Early Parkinson\u2019s Disease Detection from\u00a0EEG Traces Using Machine Learning Techniques","display_name":"Early Parkinson\u2019s Disease Detection from\u00a0EEG Traces Using Machine Learning Techniques","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386014880","doi":"https://doi.org/10.1007/978-3-031-39965-7_50"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-39965-7_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-39965-7_50","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"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/A5021224978","display_name":"Lerina Aversano","orcid":"https://orcid.org/0000-0003-2436-6835"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Lerina Aversano","raw_affiliation_strings":["Department of Engineering, University of Sannio, Benevento, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2436-6835","affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Sannio, Benevento, Italy","institution_ids":["https://openalex.org/I16337185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032066141","display_name":"Mario Luca Bernardi","orcid":"https://orcid.org/0000-0002-3223-7032"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mario Luca Bernardi","raw_affiliation_strings":["Department of Engineering, University of Sannio, Benevento, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3223-7032","affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Sannio, Benevento, Italy","institution_ids":["https://openalex.org/I16337185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027577443","display_name":"Marta Cimitile","orcid":"https://orcid.org/0000-0003-2403-8313"},"institutions":[{"id":"https://openalex.org/I4210130905","display_name":"Unitelma Sapienza University","ror":"https://ror.org/04dfrdm61","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210130905"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marta Cimitile","raw_affiliation_strings":["UnitelmaSapienza University, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2403-8313","affiliations":[{"raw_affiliation_string":"UnitelmaSapienza University, Rome, Italy","institution_ids":["https://openalex.org/I4210130905"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024514136","display_name":"Martina Iammarino","orcid":"https://orcid.org/0000-0001-8025-733X"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Martina Iammarino","raw_affiliation_strings":["Department of Engineering, University of Sannio, Benevento, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8025-733X","affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Sannio, Benevento, Italy","institution_ids":["https://openalex.org/I16337185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068404222","display_name":"Debora Montano","orcid":"https://orcid.org/0000-0002-5598-0822"},"institutions":[{"id":"https://openalex.org/I4210132817","display_name":"Mercatorum University","ror":"https://ror.org/03znjxt55","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210132817"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Debora Montano","raw_affiliation_strings":["Universitas Mercatorum, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5598-0822","affiliations":[{"raw_affiliation_string":"Universitas Mercatorum, Rome, Italy","institution_ids":["https://openalex.org/I4210132817"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086018290","display_name":"Chiara Verdone","orcid":"https://orcid.org/0000-0003-1335-5276"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Chiara Verdone","raw_affiliation_strings":["Department of Engineering, University of Sannio, Benevento, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1335-5276","affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Sannio, Benevento, Italy","institution_ids":["https://openalex.org/I16337185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5021224978"],"corresponding_institution_ids":["https://openalex.org/I16337185"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.9652,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87348877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"607","last_page":"619"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.996399998664856,"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.996399998664856,"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":0.9957000017166138,"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/T10919","display_name":"Neurological disorders and treatments","score":0.9878000020980835,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7751933932304382},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.7749496698379517},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6288428902626038},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5299808979034424},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.45383596420288086},{"id":"https://openalex.org/keywords/motor-symptoms","display_name":"Motor symptoms","score":0.42963385581970215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.428530216217041},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2509526014328003},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22081825137138367},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.18978622555732727},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.07970649003982544}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7751933932304382},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.7749496698379517},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6288428902626038},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5299808979034424},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.45383596420288086},{"id":"https://openalex.org/C3018987647","wikidata":"https://www.wikidata.org/wiki/Q3221083","display_name":"Motor symptoms","level":4,"score":0.42963385581970215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.428530216217041},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2509526014328003},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22081825137138367},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.18978622555732727},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.07970649003982544}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-39965-7_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-39965-7_50","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2065275335","https://openalex.org/W2112765817","https://openalex.org/W2140978740","https://openalex.org/W2148143831","https://openalex.org/W2559749850","https://openalex.org/W2581439063","https://openalex.org/W2792182636","https://openalex.org/W2913887306","https://openalex.org/W2944647105","https://openalex.org/W3008027773","https://openalex.org/W3080379820","https://openalex.org/W3090639436","https://openalex.org/W3203896629","https://openalex.org/W4281662088","https://openalex.org/W4281990723","https://openalex.org/W4285411478","https://openalex.org/W4312270979","https://openalex.org/W4312348909"],"related_works":["https://openalex.org/W3134596587","https://openalex.org/W4380886081","https://openalex.org/W3216329096","https://openalex.org/W2416973532","https://openalex.org/W2011324577","https://openalex.org/W3117140735","https://openalex.org/W2066174631","https://openalex.org/W3118175407","https://openalex.org/W2775767512","https://openalex.org/W3150365316"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}