{"id":"https://openalex.org/W2620382476","doi":"https://doi.org/10.1007/978-3-319-59740-9_32","title":"A 3D Convolutional Neural Network Approach for the Diagnosis of Parkinson\u2019s Disease","display_name":"A 3D Convolutional Neural Network Approach for the Diagnosis of Parkinson\u2019s Disease","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2620382476","doi":"https://doi.org/10.1007/978-3-319-59740-9_32","mag":"2620382476"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-59740-9_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59740-9_32","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/A5002808678","display_name":"Francisco J. Mart\u00ednez-Murcia","orcid":"https://orcid.org/0000-0001-8146-7056"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Francisco Jes\u00fas Martinez-Murcia","raw_affiliation_strings":["Department of Signal Theory, Networking and Communications, University of Granada, 18071, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Signal Theory, Networking and Communications, University of Granada, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076012204","display_name":"Andr\u00e9s Ort\u00edz","orcid":"https://orcid.org/0000-0003-2690-1926"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Andres Ortiz","raw_affiliation_strings":["Department of Communications Engineering, University of M\u00e1laga, 29071, M\u00e1laga, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Communications Engineering, University of M\u00e1laga, 29071, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011354002","display_name":"J. M. G\u00f3rriz","orcid":"https://orcid.org/0000-0001-7069-1714"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Manuel G\u00f3rriz","raw_affiliation_strings":["Department of Signal Theory, Networking and Communications, University of Granada, 18071, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Signal Theory, Networking and Communications, University of Granada, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067023995","display_name":"Javier Ram\u0131\u0301rez","orcid":"https://orcid.org/0000-0002-6229-2921"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Ram\u00edrez","raw_affiliation_strings":["Department of Signal Theory, Networking and Communications, University of Granada, 18071, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Signal Theory, Networking and Communications, University of Granada, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018314596","display_name":"F. Segovia","orcid":"https://orcid.org/0000-0003-1940-8834"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Fermin Segovia","raw_affiliation_strings":["Department of Signal Theory, Networking and Communications, University of Granada, 18071, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Signal Theory, Networking and Communications, University of Granada, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052657189","display_name":"D. Salas\u2010Gonzalez","orcid":"https://orcid.org/0000-0001-5618-7140"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Diego Salas-Gonzalez","raw_affiliation_strings":["Department of Signal Theory, Networking and Communications, University of Granada, 18071, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Signal Theory, Networking and Communications, University of Granada, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032750749","display_name":"Diego Castillo-Barn\u00e9s","orcid":"https://orcid.org/0000-0003-1635-5685"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Diego Castillo-Barnes","raw_affiliation_strings":["Department of Signal Theory, Networking and Communications, University of Granada, 18071, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Signal Theory, Networking and Communications, University of Granada, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ignacio A. Ill\u00e1n","orcid":null},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ignacio A. Ill\u00e1n","raw_affiliation_strings":["Department of Scientific Computing, The Florida State University, Tallahassee, FL, 32306-4120, USA"],"affiliations":[{"raw_affiliation_string":"Department of Scientific Computing, The Florida State University, Tallahassee, FL, 32306-4120, USA","institution_ids":["https://openalex.org/I103163165"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5002808678"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":18.3231,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.98906883,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"324","last_page":"333"},"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":0.9991999864578247,"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":0.9991999864578247,"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/T10919","display_name":"Neurological disorders and treatments","score":0.9781000018119812,"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/T10863","display_name":"Voice and Speech Disorders","score":0.9508000016212463,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/parkinsonism","display_name":"Parkinsonism","score":0.7538720965385437},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7365965843200684},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.7123470902442932},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6419873833656311},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5737961530685425},{"id":"https://openalex.org/keywords/striatum","display_name":"Striatum","score":0.5321615934371948},{"id":"https://openalex.org/keywords/dopamine-transporter","display_name":"Dopamine transporter","score":0.4953669309616089},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45247355103492737},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39272183179855347},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.38958802819252014},{"id":"https://openalex.org/keywords/dopamine","display_name":"Dopamine","score":0.38431239128112793},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2544161379337311},{"id":"https://openalex.org/keywords/dopaminergic","display_name":"Dopaminergic","score":0.2524767518043518},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21374204754829407},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.18386006355285645},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0957842767238617}],"concepts":[{"id":"https://openalex.org/C2776525014","wikidata":"https://www.wikidata.org/wiki/Q1531991","display_name":"Parkinsonism","level":3,"score":0.7538720965385437},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7365965843200684},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.7123470902442932},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6419873833656311},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5737961530685425},{"id":"https://openalex.org/C2780062018","wikidata":"https://www.wikidata.org/wiki/Q1319792","display_name":"Striatum","level":3,"score":0.5321615934371948},{"id":"https://openalex.org/C2776755682","wikidata":"https://www.wikidata.org/wiki/Q2271947","display_name":"Dopamine transporter","level":4,"score":0.4953669309616089},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45247355103492737},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39272183179855347},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.38958802819252014},{"id":"https://openalex.org/C513476851","wikidata":"https://www.wikidata.org/wiki/Q170304","display_name":"Dopamine","level":2,"score":0.38431239128112793},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2544161379337311},{"id":"https://openalex.org/C137183658","wikidata":"https://www.wikidata.org/wiki/Q461076","display_name":"Dopaminergic","level":3,"score":0.2524767518043518},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21374204754829407},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.18386006355285645},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0957842767238617},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-59740-9_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59740-9_32","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":23,"referenced_works":["https://openalex.org/W1528119265","https://openalex.org/W1680392829","https://openalex.org/W1936736588","https://openalex.org/W1943795612","https://openalex.org/W2009889181","https://openalex.org/W2014428290","https://openalex.org/W2021500700","https://openalex.org/W2043649156","https://openalex.org/W2050223990","https://openalex.org/W2060973077","https://openalex.org/W2075858533","https://openalex.org/W2076063813","https://openalex.org/W2086737058","https://openalex.org/W2123045220","https://openalex.org/W2126130609","https://openalex.org/W2132587081","https://openalex.org/W2134886133","https://openalex.org/W2148461049","https://openalex.org/W2163605009","https://openalex.org/W2511120767","https://openalex.org/W2518053104","https://openalex.org/W2525223310","https://openalex.org/W3184801616"],"related_works":["https://openalex.org/W3116624882","https://openalex.org/W1973576252","https://openalex.org/W1997975262","https://openalex.org/W2030104137","https://openalex.org/W2004875175","https://openalex.org/W1963610573","https://openalex.org/W2019484765","https://openalex.org/W1968559561","https://openalex.org/W2468271471","https://openalex.org/W94677691"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}