{"id":"https://openalex.org/W2724310192","doi":"https://doi.org/10.1007/978-3-319-62392-4_22","title":"Classification of Cocaine Dependents from fMRI Data Using Cluster-Based Stratification and Deep Learning","display_name":"Classification of Cocaine Dependents from fMRI Data Using Cluster-Based Stratification and Deep Learning","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2724310192","doi":"https://doi.org/10.1007/978-3-319-62392-4_22","mag":"2724310192"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-62392-4_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-62392-4_22","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/A5084877080","display_name":"Jeferson da Silva dos Santos","orcid":"https://orcid.org/0000-0001-8772-9379"},"institutions":[{"id":"https://openalex.org/I88273585","display_name":"Universidade Federal de S\u00e3o Paulo","ror":"https://ror.org/02k5swt12","country_code":"BR","type":"education","lineage":["https://openalex.org/I88273585"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Jeferson S. Santos","raw_affiliation_strings":["Instituto de Ci\u00eancia e Tecnologia, Universidade Federal de S\u00e3o Paulo, S\u00e3o Jos\u00e9 dos Campos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto de Ci\u00eancia e Tecnologia, Universidade Federal de S\u00e3o Paulo, S\u00e3o Jos\u00e9 dos Campos, SP, Brazil","institution_ids":["https://openalex.org/I88273585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052349927","display_name":"Ricardo Manh\u00e3es Savii","orcid":null},"institutions":[{"id":"https://openalex.org/I88273585","display_name":"Universidade Federal de S\u00e3o Paulo","ror":"https://ror.org/02k5swt12","country_code":"BR","type":"education","lineage":["https://openalex.org/I88273585"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ricardo M. Savii","raw_affiliation_strings":["Instituto de Ci\u00eancia e Tecnologia, Universidade Federal de S\u00e3o Paulo, S\u00e3o Jos\u00e9 dos Campos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto de Ci\u00eancia e Tecnologia, Universidade Federal de S\u00e3o Paulo, S\u00e3o Jos\u00e9 dos Campos, SP, Brazil","institution_ids":["https://openalex.org/I88273585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021695968","display_name":"Jaime S. Ide","orcid":"https://orcid.org/0000-0002-7223-1102"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaime S. Ide","raw_affiliation_strings":["School of Medicine, Yale University, New Haven, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, Yale University, New Haven, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054640156","display_name":"Chiang\u2010Shan R. Li","orcid":"https://orcid.org/0000-0002-9393-1212"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chiang-Shan R. Li","raw_affiliation_strings":["School of Medicine, Yale University, New Haven, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, Yale University, New Haven, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041084845","display_name":"Marcos G. Quiles","orcid":"https://orcid.org/0000-0001-8147-554X"},"institutions":[{"id":"https://openalex.org/I88273585","display_name":"Universidade Federal de S\u00e3o Paulo","ror":"https://ror.org/02k5swt12","country_code":"BR","type":"education","lineage":["https://openalex.org/I88273585"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcos G. Quiles","raw_affiliation_strings":["Instituto de Ci\u00eancia e Tecnologia, Universidade Federal de S\u00e3o Paulo, S\u00e3o Jos\u00e9 dos Campos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto de Ci\u00eancia e Tecnologia, Universidade Federal de S\u00e3o Paulo, S\u00e3o Jos\u00e9 dos Campos, SP, Brazil","institution_ids":["https://openalex.org/I88273585"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090283789","display_name":"M\u00e1rcio P. Basgalupp","orcid":"https://orcid.org/0000-0002-2005-1249"},"institutions":[{"id":"https://openalex.org/I88273585","display_name":"Universidade Federal de S\u00e3o Paulo","ror":"https://ror.org/02k5swt12","country_code":"BR","type":"education","lineage":["https://openalex.org/I88273585"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"M\u00e1rcio P. Basgalupp","raw_affiliation_strings":["Instituto de Ci\u00eancia e Tecnologia, Universidade Federal de S\u00e3o Paulo, S\u00e3o Jos\u00e9 dos Campos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto de Ci\u00eancia e Tecnologia, Universidade Federal de S\u00e3o Paulo, S\u00e3o Jos\u00e9 dos Campos, SP, Brazil","institution_ids":["https://openalex.org/I88273585"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5084877080"],"corresponding_institution_ids":["https://openalex.org/I88273585"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.3074,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.89983897,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"298","last_page":"313"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9901999831199646,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9898999929428101,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7135544419288635},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6990887522697449},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6914985775947571},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5684057474136353},{"id":"https://openalex.org/keywords/deep-belief-network","display_name":"Deep belief network","score":0.4582180082798004},{"id":"https://openalex.org/keywords/addiction","display_name":"Addiction","score":0.43449294567108154},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4323006868362427},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3379102647304535},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19535580277442932},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.15524810552597046}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7135544419288635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6990887522697449},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6914985775947571},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5684057474136353},{"id":"https://openalex.org/C97385483","wikidata":"https://www.wikidata.org/wiki/Q16954980","display_name":"Deep belief network","level":3,"score":0.4582180082798004},{"id":"https://openalex.org/C48856860","wikidata":"https://www.wikidata.org/wiki/Q12029","display_name":"Addiction","level":2,"score":0.43449294567108154},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4323006868362427},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3379102647304535},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19535580277442932},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.15524810552597046}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-62392-4_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-62392-4_22","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":[{"id":"https://metadata.un.org/sdg/3","score":0.8500000238418579,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1528119265","https://openalex.org/W1533861849","https://openalex.org/W1565746575","https://openalex.org/W1566892458","https://openalex.org/W1828334443","https://openalex.org/W1967549735","https://openalex.org/W1972498024","https://openalex.org/W1973753081","https://openalex.org/W1986240822","https://openalex.org/W2004742220","https://openalex.org/W2005697477","https://openalex.org/W2021768951","https://openalex.org/W2032550340","https://openalex.org/W2049605487","https://openalex.org/W2098337487","https://openalex.org/W2100495367","https://openalex.org/W2115873479","https://openalex.org/W2116649573","https://openalex.org/W2123923307","https://openalex.org/W2124776405","https://openalex.org/W2124906793","https://openalex.org/W2127048411","https://openalex.org/W2133990480","https://openalex.org/W2138754805","https://openalex.org/W2146246269","https://openalex.org/W2495632124","https://openalex.org/W2504071368","https://openalex.org/W2919115771","https://openalex.org/W3102641634","https://openalex.org/W6680294583"],"related_works":["https://openalex.org/W1530536511","https://openalex.org/W2585432886","https://openalex.org/W2165991108","https://openalex.org/W3082895349","https://openalex.org/W2565516711","https://openalex.org/W3004069267","https://openalex.org/W4380075502","https://openalex.org/W2770760954","https://openalex.org/W4327774331","https://openalex.org/W3136021864"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
