{"id":"https://openalex.org/W2918698221","doi":"https://doi.org/10.1142/s0129065719500102","title":"Scaled Subprofile Modeling and Convolutional Neural Networks for the Identification of Parkinson\u2019s Disease in 3D Nuclear Imaging Data","display_name":"Scaled Subprofile Modeling and Convolutional Neural Networks for the Identification of Parkinson\u2019s Disease in 3D Nuclear Imaging Data","publication_year":2019,"publication_date":"2019-03-04","ids":{"openalex":"https://openalex.org/W2918698221","doi":"https://doi.org/10.1142/s0129065719500102","mag":"2918698221","pmid":"https://pubmed.ncbi.nlm.nih.gov/31046514"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065719500102","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065719500102","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","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/A5088972656","display_name":"Octavio Martinez Manzanera","orcid":"https://orcid.org/0000-0001-6869-3024"},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"funder","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Octavio Martinez Manzanera","raw_affiliation_strings":["Department of Neurology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032684903","display_name":"Sanne K. Meles","orcid":"https://orcid.org/0000-0002-5505-3527"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"funder","lineage":["https://openalex.org/I1334415907"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sanne K. Meles","raw_affiliation_strings":["Department of Neurology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076606508","display_name":"Klaus L. Leenders","orcid":"https://orcid.org/0000-0002-9406-5512"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"funder","lineage":["https://openalex.org/I1334415907"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Klaus L. Leenders","raw_affiliation_strings":["Department of Neurology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011471000","display_name":"Remco J. Renken","orcid":"https://orcid.org/0000-0002-7777-9484"},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"funder","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Remco J. Renken","raw_affiliation_strings":["Faculty of Medical Sciences, University Medical Center Groningen, University of Groningen, A. Deusinglaan 1, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Medical Sciences, University Medical Center Groningen, University of Groningen, A. Deusinglaan 1, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101809433","display_name":"M. Pagani","orcid":"https://orcid.org/0000-0001-9697-8959"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I4210166865","display_name":"Institute of Cognitive Sciences and Technologies","ror":"https://ror.org/05w9g2j85","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210166865"]},{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"funder","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I1335113835","display_name":"Karolinska University Hospital","ror":"https://ror.org/00m8d6786","country_code":"SE","type":"healthcare","lineage":["https://openalex.org/I1335113835"]}],"countries":["IT","NL","SE"],"is_corresponding":false,"raw_author_name":"Marco Pagani","raw_affiliation_strings":["Department of Nuclear Medicine, Karolinska University Hospital, Huddinge, SE-141 86, Stockholm, Sweden","Department of Nuclear Medicine, University Medical Center Groningen, University of Groningen, Hanzeplein 1,9713 GZ Groningen, The Netherlands","Institute of Cognitive Sciences and Technologies, Consiglio Nazionale delle Ricerche, via S. Martino della Battaglia, 44-00185 Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nuclear Medicine, Karolinska University Hospital, Huddinge, SE-141 86, Stockholm, Sweden","institution_ids":["https://openalex.org/I1335113835"]},{"raw_affiliation_string":"Department of Nuclear Medicine, University Medical Center Groningen, University of Groningen, Hanzeplein 1,9713 GZ Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]},{"raw_affiliation_string":"Institute of Cognitive Sciences and Technologies, Consiglio Nazionale delle Ricerche, via S. Martino della Battaglia, 44-00185 Rome, Italy","institution_ids":["https://openalex.org/I4210166865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083708156","display_name":"Dario Arnaldi","orcid":"https://orcid.org/0000-0001-6823-6069"},"institutions":[{"id":"https://openalex.org/I4210146472","display_name":"Ospedale Policlinico San Martino","ror":"https://ror.org/04d7es448","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210146472","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Dario Arnaldi","raw_affiliation_strings":["Department of Neuroscience, Rehabilitation, Opthalmology, Genetics and Maternal and Child Science (DINOGMI), University of Genoa Largo Paolo Daneo 3, 16132 Genoa, Italy","IRCCS AOU San Martino \u2014 IST, Largo R. Benzi 10, 16132 Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neuroscience, Rehabilitation, Opthalmology, Genetics and Maternal and Child Science (DINOGMI), University of Genoa Largo Paolo Daneo 3, 16132 Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"IRCCS AOU San Martino \u2014 IST, Largo R. Benzi 10, 16132 Genoa, Italy","institution_ids":["https://openalex.org/I4210146472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072151058","display_name":"Flavio Nobili","orcid":"https://orcid.org/0000-0001-9811-0897"},"institutions":[{"id":"https://openalex.org/I4210146472","display_name":"Ospedale Policlinico San Martino","ror":"https://ror.org/04d7es448","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210146472","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Flavio Nobili","raw_affiliation_strings":["Department of Neuroscience, Rehabilitation, Opthalmology, Genetics and Maternal and Child Science (DINOGMI), University of Genoa Largo Paolo Daneo 3, 16132 Genoa, Italy","IRCCS AOU San Martino \u2014 IST, Largo R. Benzi 10, 16132 Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neuroscience, Rehabilitation, Opthalmology, Genetics and Maternal and Child Science (DINOGMI), University of Genoa Largo Paolo Daneo 3, 16132 Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"IRCCS AOU San Martino \u2014 IST, Largo R. Benzi 10, 16132 Genoa, Italy","institution_ids":["https://openalex.org/I4210146472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062838955","display_name":"Jos\u00e9 \u00c1. Obeso","orcid":"https://orcid.org/0000-0002-6996-8613"},"institutions":[{"id":"https://openalex.org/I4210086696","display_name":"Biomedical Research Networking Center on Neurodegenerative Diseases","ror":"https://ror.org/00zca7903","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210086696"]},{"id":"https://openalex.org/I118091203","display_name":"Universidad San Pablo CEU","ror":"https://ror.org/00tvate34","country_code":"ES","type":"education","lineage":["https://openalex.org/I118091203","https://openalex.org/I2801318690"]},{"id":"https://openalex.org/I4210122888","display_name":"University Hospital HM Puerta del Sur","ror":"https://ror.org/03rk6g530","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210122888"]},{"id":"https://openalex.org/I2801357902","display_name":"Instituto de Salud Carlos III","ror":"https://ror.org/00ca2c886","country_code":"ES","type":"funder","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4387152914"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Obeso","raw_affiliation_strings":["CEU Universidad San Pablo, C/Juli\u00e1n Romea 18, 28003 Madrid, Spain","CIBERNED, Instituto Carlos III, C/Valderrebollo 5, 28031 Madrid, Spain","CINAC, HM Puerta del Sur, Avda. de Carlos V 70, 28938 M\u00f3stoles (Madrid), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEU Universidad San Pablo, C/Juli\u00e1n Romea 18, 28003 Madrid, Spain","institution_ids":["https://openalex.org/I118091203"]},{"raw_affiliation_string":"CIBERNED, Instituto Carlos III, C/Valderrebollo 5, 28031 Madrid, Spain","institution_ids":["https://openalex.org/I2801357902","https://openalex.org/I4210086696"]},{"raw_affiliation_string":"CINAC, HM Puerta del Sur, Avda. de Carlos V 70, 28938 M\u00f3stoles (Madrid), Spain","institution_ids":["https://openalex.org/I4210122888"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041436608","display_name":"Mar\u00eda Rodr\u00edguez\u2010Oroz","orcid":"https://orcid.org/0000-0001-5962-772X"},"institutions":[{"id":"https://openalex.org/I4210100188","display_name":"Biogipuzkoa Health Research Institute","ror":"https://ror.org/01a2wsa50","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210100188"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Maria Rodriguez Oroz","raw_affiliation_strings":["Department of Neurosciences, Biodonostia Health Research Institute, Begiristain Doktorea Pasealekua, 20014 Donostia-San Sebasti\u00e1n, Guip\u00fazcoa, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurosciences, Biodonostia Health Research Institute, Begiristain Doktorea Pasealekua, 20014 Donostia-San Sebasti\u00e1n, Guip\u00fazcoa, Spain","institution_ids":["https://openalex.org/I4210100188"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084333635","display_name":"Silvia Morbelli","orcid":"https://orcid.org/0000-0002-7833-6095"},"institutions":[{"id":"https://openalex.org/I4210146472","display_name":"Ospedale Policlinico San Martino","ror":"https://ror.org/04d7es448","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210146472","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvia Morbelli","raw_affiliation_strings":["IRCCS AOU San Martino \u2014 IST, Largo R. Benzi 10, 16132 Genoa, Italy","Nuclear Medicine Unit, Department of Health Sciences (DISSAL), University of Genoa via A. Pastore 1, 16132 Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRCCS AOU San Martino \u2014 IST, Largo R. Benzi 10, 16132 Genoa, Italy","institution_ids":["https://openalex.org/I4210146472"]},{"raw_affiliation_string":"Nuclear Medicine Unit, Department of Health Sciences (DISSAL), University of Genoa via A. Pastore 1, 16132 Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065911879","display_name":"Natasha M. Maurits","orcid":"https://orcid.org/0000-0001-6231-7044"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"funder","lineage":["https://openalex.org/I1334415907"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Natasha M. Maurits","raw_affiliation_strings":["Department of Neurology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5065911879"],"corresponding_institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"],"apc_list":null,"apc_paid":null,"fwci":7.0509,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.97543629,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"29","issue":"09","first_page":"1950010","last_page":"1950010"},"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":0.988099992275238,"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":0.988099992275238,"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":0.9876000285148621,"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"}},{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":0.9753000140190125,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7715632319450378},{"id":"https://openalex.org/keywords/positron-emission-tomography","display_name":"Positron emission tomography","score":0.6700133085250854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6365265250205994},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.6238086819648743},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.622580349445343},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.6047999262809753},{"id":"https://openalex.org/keywords/progressive-supranuclear-palsy","display_name":"Progressive supranuclear palsy","score":0.5326991081237793},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5011436939239502},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.4457279145717621},{"id":"https://openalex.org/keywords/partial-volume","display_name":"Partial volume","score":0.43462908267974854},{"id":"https://openalex.org/keywords/atrophy","display_name":"Atrophy","score":0.26672422885894775},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2630142569541931},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.17045313119888306},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1630384922027588}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7715632319450378},{"id":"https://openalex.org/C2775842073","wikidata":"https://www.wikidata.org/wiki/Q208376","display_name":"Positron emission tomography","level":2,"score":0.6700133085250854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6365265250205994},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.6238086819648743},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.622580349445343},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.6047999262809753},{"id":"https://openalex.org/C2776477761","wikidata":"https://www.wikidata.org/wiki/Q945930","display_name":"Progressive supranuclear palsy","level":3,"score":0.5326991081237793},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5011436939239502},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.4457279145717621},{"id":"https://openalex.org/C82233179","wikidata":"https://www.wikidata.org/wiki/Q2054500","display_name":"Partial volume","level":2,"score":0.43462908267974854},{"id":"https://openalex.org/C2781172350","wikidata":"https://www.wikidata.org/wiki/Q194520","display_name":"Atrophy","level":2,"score":0.26672422885894775},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2630142569541931},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.17045313119888306},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1630384922027588}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019788","descriptor_name":"Fluorodeoxyglucose F18","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D019788","descriptor_name":"Fluorodeoxyglucose F18","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D019788","descriptor_name":"Fluorodeoxyglucose F18","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059907","descriptor_name":"Functional Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059907","descriptor_name":"Functional Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059907","descriptor_name":"Functional Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1142/s0129065719500102","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065719500102","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},{"id":"pmid:31046514","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31046514","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":"International journal of neural systems","raw_type":null},{"id":"pmh:oai:pure.rug.nl:openaire_cris_publications/f18d8c76-8457-4423-986e-7b011fb9c6a6","is_oa":false,"landing_page_url":"https://research.rug.nl/en/publications/f18d8c76-8457-4423-986e-7b011fb9c6a6","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Manzanera, O M, Meles, S K, Leenders, K L, Renken, R J, Pagani, M, Arnaldi, D, Nobili, F, Obeso, J, Oroz, M R, Morbelli, S & Maurits, N M 2019, 'Scaled Subprofile Modeling and Convolutional Neural Networks for the Identification of Parkinson's Disease in 3D Nuclear Imaging Data', International Journal of Neural Systems, vol. 29, no. 9, 1950010. https://doi.org/10.1142/S0129065719500102","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:iris.unige.it:11567/945850","is_oa":false,"landing_page_url":"http://hdl.handle.net/11567/945850","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7599999904632568}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322649","display_name":"Universidad de Navarra","ror":"https://ror.org/02rxc7m23"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W70150863","https://openalex.org/W71094016","https://openalex.org/W1516595210","https://openalex.org/W1530490147","https://openalex.org/W1677182931","https://openalex.org/W1764076319","https://openalex.org/W1827708574","https://openalex.org/W1962229341","https://openalex.org/W1964163952","https://openalex.org/W1965123421","https://openalex.org/W1981014938","https://openalex.org/W1994605917","https://openalex.org/W1999694937","https://openalex.org/W2007856779","https://openalex.org/W2008560062","https://openalex.org/W2008591007","https://openalex.org/W2024696865","https://openalex.org/W2029316659","https://openalex.org/W2044266196","https://openalex.org/W2048207814","https://openalex.org/W2057374433","https://openalex.org/W2058415227","https://openalex.org/W2091536386","https://openalex.org/W2093977564","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2097998348","https://openalex.org/W2107979498","https://openalex.org/W2115192827","https://openalex.org/W2121275558","https://openalex.org/W2140880028","https://openalex.org/W2147730137","https://openalex.org/W2216351247","https://openalex.org/W2226581991","https://openalex.org/W2238131783","https://openalex.org/W2336829316","https://openalex.org/W2345463153","https://openalex.org/W2408919776","https://openalex.org/W2409901013","https://openalex.org/W2502390809","https://openalex.org/W2557098028","https://openalex.org/W2557738935","https://openalex.org/W2559968629","https://openalex.org/W2581082771","https://openalex.org/W2593323195","https://openalex.org/W2604272474","https://openalex.org/W2605106061","https://openalex.org/W2626992457","https://openalex.org/W2640197071","https://openalex.org/W2736807184","https://openalex.org/W2755418381","https://openalex.org/W2759483166","https://openalex.org/W2789220454","https://openalex.org/W2792232945","https://openalex.org/W2800428573","https://openalex.org/W2947931368","https://openalex.org/W2952331513","https://openalex.org/W3099395032","https://openalex.org/W4231109964"],"related_works":["https://openalex.org/W2089168353","https://openalex.org/W1970457826","https://openalex.org/W2021722477","https://openalex.org/W2160056785","https://openalex.org/W1605096437","https://openalex.org/W2420770795","https://openalex.org/W1977815680","https://openalex.org/W2169101840","https://openalex.org/W2004884856","https://openalex.org/W2054948569"],"abstract_inverted_index":{"on":[0],"the":[1,35],"test":[2],"set.":[3],"We":[4],"believe":[5],"that,":[6],"with":[7,41],"larger":[8],"datasets,":[9],"PD":[10],"patients":[11],"could":[12,26],"be":[13,27],"reliably":[14],"distinguished":[15],"from":[16],"controls":[17],"by":[18],"FDG-PET":[19],"scans":[20],"alone":[21],"and":[22,51],"that":[23],"this":[24],"technique":[25],"applied":[28],"to":[29],"more":[30],"clinically":[31],"challenging":[32],"tasks,":[33],"like":[34],"differential":[36],"diagnosis":[37],"of":[38],"neurological":[39],"disorders":[40],"similar":[42],"symptoms,":[43],"such":[44],"as":[45],"PD,":[46],"Progressive":[47],"Supranuclear":[48],"Palsy":[49],"(PSP)":[50],"Multiple":[52],"System":[53],"Atrophy":[54],"(MSA).":[55]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
