{"id":"https://openalex.org/W3013245542","doi":"https://doi.org/10.1007/s12021-020-09456-w","title":"NeAT: a Nonlinear Analysis Toolbox for Neuroimaging","display_name":"NeAT: a Nonlinear Analysis Toolbox for Neuroimaging","publication_year":2020,"publication_date":"2020-03-24","ids":{"openalex":"https://openalex.org/W3013245542","doi":"https://doi.org/10.1007/s12021-020-09456-w","mag":"3013245542","pmid":"https://pubmed.ncbi.nlm.nih.gov/32212063"},"language":"en","primary_location":{"id":"doi:10.1007/s12021-020-09456-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12021-020-09456-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12021-020-09456-w.pdf","source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s12021-020-09456-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"for the Alzheimer\u2019s Disease Neuroimaging Initiative","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"for the Alzheimer\u2019s Disease Neuroimaging Initiative","raw_affiliation_strings":["Department of Signal Theory and Communications, Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063668258","display_name":"Adri\u00e0 Casamitjana","orcid":"https://orcid.org/0000-0002-0539-3638"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Adri\u00e0 Casamitjana","raw_affiliation_strings":["Department of Signal Theory and Communications, Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057571751","display_name":"Ver\u00f3nica Vilaplana","orcid":"https://orcid.org/0000-0001-6924-9961"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ver\u00f3nica Vilaplana","raw_affiliation_strings":["Department of Signal Theory and Communications, Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain. veronica.vilaplana@upc.edu","QMENTA, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain. veronica.vilaplana@upc.edu","institution_ids":["https://openalex.org/I9617848"]},{"raw_affiliation_string":"QMENTA, Barcelona, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078160301","display_name":"Santi Puch","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Santi Puch","raw_affiliation_strings":["QMENTA, Barcelona, Spain","Vilynx, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"QMENTA, Barcelona, Spain","institution_ids":[]},{"raw_affiliation_string":"Vilynx, Barcelona, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066696454","display_name":"Asier Aduriz","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Asier Aduriz","raw_affiliation_strings":["Vilynx, Barcelona, Spain","Department of Signal Theory and Communications, Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vilynx, Barcelona, Spain","institution_ids":[]},{"raw_affiliation_string":"Department of Signal Theory and Communications, Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076414627","display_name":"Carlos L\u00f3pez","orcid":"https://orcid.org/0000-0003-0909-2987"},"institutions":[{"id":"https://openalex.org/I4210107429","display_name":"Pasqual Maragall Foundation","ror":"https://ror.org/01nry9c15","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210107429"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos L\u00f3pez","raw_affiliation_strings":["Department of Signal Theory and Communications, Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain","BarcelonaBeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]},{"raw_affiliation_string":"BarcelonaBeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain","institution_ids":["https://openalex.org/I4210107429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066560474","display_name":"Gr\u00e9gory Operto","orcid":"https://orcid.org/0000-0002-0208-1671"},"institutions":[{"id":"https://openalex.org/I4210107429","display_name":"Pasqual Maragall Foundation","ror":"https://ror.org/01nry9c15","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210107429"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gr\u00e9gory Operto","raw_affiliation_strings":["BarcelonaBeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BarcelonaBeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain","institution_ids":["https://openalex.org/I4210107429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051965485","display_name":"Raffaele Cacciaglia","orcid":"https://orcid.org/0000-0002-9216-949X"},"institutions":[{"id":"https://openalex.org/I4210107429","display_name":"Pasqual Maragall Foundation","ror":"https://ror.org/01nry9c15","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210107429"]},{"id":"https://openalex.org/I4210160192","display_name":"Consorci Institut D'Investigacions Biomediques August Pi I Sunyer","ror":"https://ror.org/054vayn55","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210160192","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Raffaele Cacciaglia","raw_affiliation_strings":["BarcelonaBeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain","Alzheimer\u2019s Disease and Other Cognitive Disorders Unit, Hospital Cl\u00ednic, Institut d\u2019Investigacions Biom\u00e8diques August Pi i Sunyer (IDIBAPS), Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BarcelonaBeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain","institution_ids":["https://openalex.org/I4210107429"]},{"raw_affiliation_string":"Alzheimer\u2019s Disease and Other Cognitive Disorders Unit, Hospital Cl\u00ednic, Institut d\u2019Investigacions Biom\u00e8diques August Pi i Sunyer (IDIBAPS), Barcelona, Spain","institution_ids":["https://openalex.org/I4210160192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027250527","display_name":"Carles Falc\u00f3n","orcid":"https://orcid.org/0000-0001-5564-2025"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]},{"id":"https://openalex.org/I4210107429","display_name":"Pasqual Maragall Foundation","ror":"https://ror.org/01nry9c15","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210107429"]},{"id":"https://openalex.org/I4210130874","display_name":"Hospital Del Mar","ror":"https://ror.org/03a8gac78","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210130874"]},{"id":"https://openalex.org/I4210136145","display_name":"Municipal Institute for Medical Research","ror":"https://ror.org/039evc422","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210136145"]},{"id":"https://openalex.org/I4210149569","display_name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Fragilidad y Envejecimiento Saludable","ror":"https://ror.org/04j0sev46","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4210115082","https://openalex.org/I4210149569","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I4210156109","display_name":"Hospital del Mar Research Institute","ror":"https://ror.org/042nkmz09","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210156109","https://openalex.org/I4387153040"]},{"id":"https://openalex.org/I4210160192","display_name":"Consorci Institut D'Investigacions Biomediques August Pi I Sunyer","ror":"https://ror.org/054vayn55","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210160192","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carles Falc\u00f3n","raw_affiliation_strings":["Alzheimer's Disease and Other Cognitive Disorders Unit, Hospital Cl\u00ednic, Institut d'Investigacions Biom\u00e8diques August Pi i Sunyer (IDIBAPS), Barcelona, Spain","BarcelonaBeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain","IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain","Universitat Pompeu Fabra, Barcelona, Spain","CIBER Fragilidad y Envejecimiento Saludable (CIBERFES), Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alzheimer's Disease and Other Cognitive Disorders Unit, Hospital Cl\u00ednic, Institut d'Investigacions Biom\u00e8diques August Pi i Sunyer (IDIBAPS), Barcelona, Spain","institution_ids":["https://openalex.org/I4210160192"]},{"raw_affiliation_string":"BarcelonaBeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain","institution_ids":["https://openalex.org/I4210107429"]},{"raw_affiliation_string":"IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain","institution_ids":["https://openalex.org/I4210130874","https://openalex.org/I4210156109","https://openalex.org/I4210136145"]},{"raw_affiliation_string":"Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]},{"raw_affiliation_string":"CIBER Fragilidad y Envejecimiento Saludable (CIBERFES), Madrid, Spain","institution_ids":["https://openalex.org/I4210149569"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036068671","display_name":"Jos\u00e9 Lu\u00eds Molinuevo","orcid":"https://orcid.org/0000-0003-0485-6001"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]},{"id":"https://openalex.org/I4210105141","display_name":"Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine","ror":"https://ror.org/01gm5f004","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210105141"]},{"id":"https://openalex.org/I4210107429","display_name":"Pasqual Maragall Foundation","ror":"https://ror.org/01nry9c15","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210107429"]},{"id":"https://openalex.org/I4210130874","display_name":"Hospital Del Mar","ror":"https://ror.org/03a8gac78","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210130874"]},{"id":"https://openalex.org/I4210136145","display_name":"Municipal Institute for Medical Research","ror":"https://ror.org/039evc422","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210136145"]},{"id":"https://openalex.org/I4210149569","display_name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Fragilidad y Envejecimiento Saludable","ror":"https://ror.org/04j0sev46","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4210115082","https://openalex.org/I4210149569","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I4210156109","display_name":"Hospital del Mar Research Institute","ror":"https://ror.org/042nkmz09","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210156109","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 Luis Molinuevo","raw_affiliation_strings":["BarcelonaBeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain","CIBER Fragilidad y Envejecimiento Saludable (CIBERFES), Madrid, Spain","IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain","Universitat Pompeu Fabra, Barcelona, Spain","Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Bioingenier\u00eda, Biomateriales y Nanomedicina (CIBER-BBN), Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BarcelonaBeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain","institution_ids":["https://openalex.org/I4210107429"]},{"raw_affiliation_string":"CIBER Fragilidad y Envejecimiento Saludable (CIBERFES), Madrid, Spain","institution_ids":["https://openalex.org/I4210149569"]},{"raw_affiliation_string":"IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain","institution_ids":["https://openalex.org/I4210130874","https://openalex.org/I4210156109","https://openalex.org/I4210136145"]},{"raw_affiliation_string":"Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]},{"raw_affiliation_string":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Bioingenier\u00eda, Biomateriales y Nanomedicina (CIBER-BBN), Madrid, Spain","institution_ids":["https://openalex.org/I4210105141"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066508710","display_name":"Juan Domingo Gispert","orcid":"https://orcid.org/0000-0002-6155-0642"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]},{"id":"https://openalex.org/I4210105141","display_name":"Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine","ror":"https://ror.org/01gm5f004","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210105141"]},{"id":"https://openalex.org/I4210107429","display_name":"Pasqual Maragall Foundation","ror":"https://ror.org/01nry9c15","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210107429"]},{"id":"https://openalex.org/I4210130874","display_name":"Hospital Del Mar","ror":"https://ror.org/03a8gac78","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210130874"]},{"id":"https://openalex.org/I4210136145","display_name":"Municipal Institute for Medical Research","ror":"https://ror.org/039evc422","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210136145"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Domingo Gispert","raw_affiliation_strings":["BarcelonaBeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain. jdgispert@barcelonabeta.org","Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Bioingenier\u00eda, Biomateriales y Nanomedicina (CIBER-BBN), Madrid, Spain. jdgispert@barcelonabeta.org","IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain. jdgispert@barcelonabeta.org","Universitat Pompeu Fabra, Barcelona, Spain. jdgispert@barcelonabeta.org"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BarcelonaBeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain. jdgispert@barcelonabeta.org","institution_ids":["https://openalex.org/I4210107429"]},{"raw_affiliation_string":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Bioingenier\u00eda, Biomateriales y Nanomedicina (CIBER-BBN), Madrid, Spain. jdgispert@barcelonabeta.org","institution_ids":["https://openalex.org/I4210105141"]},{"raw_affiliation_string":"IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain. jdgispert@barcelonabeta.org","institution_ids":["https://openalex.org/I4210130874","https://openalex.org/I4210136145"]},{"raw_affiliation_string":"Universitat Pompeu Fabra, Barcelona, Spain. jdgispert@barcelonabeta.org","institution_ids":["https://openalex.org/I170486558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5036068671","https://openalex.org/A5063668258"],"corresponding_institution_ids":["https://openalex.org/I170486558","https://openalex.org/I4210105141","https://openalex.org/I4210107429","https://openalex.org/I4210130874","https://openalex.org/I4210136145","https://openalex.org/I4210149569","https://openalex.org/I4210156109","https://openalex.org/I9617848"],"apc_list":{"value":3190,"currency":"EUR","value_usd":4190},"apc_paid":{"value":3190,"currency":"EUR","value_usd":4190},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02666095,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"4","first_page":"517","last_page":"530"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9997000098228455,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/toolbox","display_name":"Toolbox","score":0.829398512840271},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.7868417501449585},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6839088797569275},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5863133072853088},{"id":"https://openalex.org/keywords/graphical-user-interface","display_name":"Graphical user interface","score":0.5853666663169861},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5421448945999146},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5419076681137085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5330774784088135},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5302959084510803},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.5129098892211914},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.5065163373947144},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4597066044807434},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4228406846523285},{"id":"https://openalex.org/keywords/statistical-inference","display_name":"Statistical inference","score":0.41253456473350525},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14006993174552917},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.13778454065322876},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13552534580230713},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12971168756484985},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11740630865097046}],"concepts":[{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.829398512840271},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.7868417501449585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6839088797569275},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5863133072853088},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.5853666663169861},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5421448945999146},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5419076681137085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5330774784088135},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5302959084510803},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.5129098892211914},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.5065163373947144},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4597066044807434},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4228406846523285},{"id":"https://openalex.org/C134261354","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical inference","level":2,"score":0.41253456473350525},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14006993174552917},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.13778454065322876},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13552534580230713},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12971168756484985},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11740630865097046},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","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":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","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":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","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":"D053327","descriptor_name":"Apolipoprotein E4","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D053327","descriptor_name":"Apolipoprotein E4","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D053327","descriptor_name":"Apolipoprotein E4","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1007/s12021-020-09456-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12021-020-09456-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12021-020-09456-w.pdf","source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},{"id":"pmid:32212063","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32212063","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":"Neuroinformatics","raw_type":null},{"id":"pmh:oai:repositori-api.upf.edu:10230/44967","is_oa":true,"landing_page_url":"http://hdl.handle.net/10230/44967","pdf_url":null,"source":{"id":"https://openalex.org/S4306402615","display_name":"Repositori digital de la UPF (Universitat Pompeu Fabra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I170486558","host_organization_name":"Universitat Pompeu Fabra","host_organization_lineage":["https://openalex.org/I170486558"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:upcommons.upc.edu:2117/192478","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/192478","pdf_url":"http://hdl.handle.net/2117/192478","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10094394","is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10094394/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   Neuroinformatics       (2020)     (In press).  ","raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7498484","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7498484","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neuroinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s12021-020-09456-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12021-020-09456-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12021-020-09456-w.pdf","source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2709078255","display_name":null,"funder_award_id":"TEC2016-75976-R","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G2725716116","display_name":null,"funder_award_id":"RYC-2013-13054","funder_id":"https://openalex.org/F4320335204","funder_display_name":"Secretar\u00eda de Estado de Investigaci\u00f3n, Desarrollo e Innovaci\u00f3n"},{"id":"https://openalex.org/G318485146","display_name":null,"funder_award_id":"FPU014/05988","funder_id":"https://openalex.org/F4320321764","funder_display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte"},{"id":"https://openalex.org/G3667149274","display_name":null,"funder_award_id":"RYC-2013-13054","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G480096916","display_name":null,"funder_award_id":"TEC2016-75976-R","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G4872526367","display_name":null,"funder_award_id":"TEC2016- 75976-R","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G669528543","display_name":null,"funder_award_id":"MALEGRA TEC2016-75976-R","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320309697","display_name":"Alzheimer's Disease Neuroimaging Initiative","ror":"https://ror.org/01j20wc74"},{"id":"https://openalex.org/F4320321764","display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte","ror":"https://ror.org/03nc27g21"},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320335204","display_name":"Secretar\u00eda de Estado de Investigaci\u00f3n, Desarrollo e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3013245542.pdf","grobid_xml":"https://content.openalex.org/works/W3013245542.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1510385670","https://openalex.org/W1528119265","https://openalex.org/W1969313677","https://openalex.org/W1983908352","https://openalex.org/W1987971958","https://openalex.org/W2023485038","https://openalex.org/W2030748132","https://openalex.org/W2049017883","https://openalex.org/W2050112450","https://openalex.org/W2059529632","https://openalex.org/W2060234492","https://openalex.org/W2078524519","https://openalex.org/W2085037176","https://openalex.org/W2096937017","https://openalex.org/W2101135654","https://openalex.org/W2101234009","https://openalex.org/W2101787639","https://openalex.org/W2109943925","https://openalex.org/W2116649573","https://openalex.org/W2119848633","https://openalex.org/W2122159287","https://openalex.org/W2125332642","https://openalex.org/W2134711807","https://openalex.org/W2137226992","https://openalex.org/W2146429574","https://openalex.org/W2148943235","https://openalex.org/W2151462928","https://openalex.org/W2159337472","https://openalex.org/W2164047138","https://openalex.org/W2164714185","https://openalex.org/W2171051269","https://openalex.org/W2171250577","https://openalex.org/W2301075806","https://openalex.org/W2487770199","https://openalex.org/W2614881333","https://openalex.org/W2795068887","https://openalex.org/W2800782238","https://openalex.org/W2883359435","https://openalex.org/W2897915992","https://openalex.org/W3123920865","https://openalex.org/W4238293282","https://openalex.org/W4241074797","https://openalex.org/W4285719527","https://openalex.org/W4297725106","https://openalex.org/W6633858066","https://openalex.org/W6675354045","https://openalex.org/W6680532697"],"related_works":["https://openalex.org/W4205140848","https://openalex.org/W2068663075","https://openalex.org/W3200088983","https://openalex.org/W2243008534","https://openalex.org/W2561596083","https://openalex.org/W339959573","https://openalex.org/W135428843","https://openalex.org/W2948527927","https://openalex.org/W2135196975","https://openalex.org/W2990762041"],"abstract_inverted_index":{"NeAT":[0,31,116],"is":[1,117],"a":[2,33,58],"modular,":[3],"flexible":[4],"and":[5,13,38,52,57,95,111,120],"user-friendly":[6],"neuroimaging":[7,22],"analysis":[8],"toolbox":[9],"for":[10,43,54,63],"modeling":[11],"linear":[12,29],"nonlinear":[14,86],"effects":[15,77,87],"overcoming":[16],"the":[17,20,85,101,104],"limitations":[18],"of":[19,36,65,88,103],"standard":[21],"methods":[23,42],"which":[24],"are":[25],"solely":[26],"based":[27,48],"on":[28,49,71,91,108],"models.":[30],"provides":[32],"wide":[34],"range":[35],"statistical":[37],"machine":[39],"learning":[40],"non-linear":[41,76],"model":[44,55],"estimation,":[45],"several":[46],"metrics":[47],"curve":[50],"fitting":[51],"complexity":[53],"inference":[56],"graphical":[59],"user":[60],"interface":[61],"(GUI)":[62],"visualization":[64],"results.":[66],"We":[67],"illustrate":[68],"its":[69,112],"usefulness":[70],"two":[72],"study":[73,84],"cases":[74],"where":[75],"have":[78],"been":[79],"previously":[80],"established.":[81],"Firstly,":[82],"we":[83,99],"Alzheimer's":[89],"disease":[90],"brain":[92,109],"morphology":[93],"(volume":[94],"cortical":[96],"thickness).":[97],"Secondly,":[98],"analyze":[100],"effect":[102],"apolipoprotein":[105],"APOE-\u03b54":[106],"genotype":[107],"aging":[110],"interaction":[113],"with":[114],"age.":[115],"fully":[118],"documented":[119],"publicly":[121],"distributed":[122],"at":[123],"https://imatge-upc.github.io/neat-tool/":[124],".":[125]},"counts_by_year":[],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
