{"id":"https://openalex.org/W88391229","doi":"https://doi.org/10.1007/978-3-642-40017-9_8","title":"Machine Learning Techniques for AD/MCI Diagnosis and Prognosis","display_name":"Machine Learning Techniques for AD/MCI Diagnosis and Prognosis","publication_year":2013,"publication_date":"2013-12-09","ids":{"openalex":"https://openalex.org/W88391229","doi":"https://doi.org/10.1007/978-3-642-40017-9_8","mag":"88391229"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-40017-9_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-40017-9_8","pdf_url":null,"source":{"id":"https://openalex.org/S4210212400","display_name":"Intelligent systems reference library","issn_l":"1868-4394","issn":["1868-4394","1868-4408"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Systems Reference Library","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/A5000937401","display_name":"Dinggang Shen","orcid":"https://orcid.org/0000-0002-7934-5698"},"institutions":[{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dinggang Shen","raw_affiliation_strings":["Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA","University of North Carolina at Chapel Hill"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]},{"raw_affiliation_string":"University of North Carolina at Chapel Hill","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110940564","display_name":"Chong Yaw Wee","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chong-Yaw Wee","raw_affiliation_strings":["Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA","University of North Carolina at Chapel Hill"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]},{"raw_affiliation_string":"University of North Carolina at Chapel Hill","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018821033","display_name":"Daoqiang Zhang","orcid":"https://orcid.org/0000-0002-5658-7643"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Daoqiang Zhang","raw_affiliation_strings":["Department of Computer Science and Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, 210016, China","Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA","University of North Carolina at Chapel Hill","Nanjing University of Aeronautics and Astronautics"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, 210016, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]},{"raw_affiliation_string":"University of North Carolina at Chapel Hill","institution_ids":["https://openalex.org/I114027177"]},{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100643784","display_name":"Luping Zhou","orcid":"https://orcid.org/0000-0001-8762-2424"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Luping Zhou","raw_affiliation_strings":["University of Wollongong, Wollongong, NSW, 2522, Australia","University of Wollongong"],"affiliations":[{"raw_affiliation_string":"University of Wollongong, Wollongong, NSW, 2522, Australia","institution_ids":["https://openalex.org/I204824540"]},{"raw_affiliation_string":"University of Wollongong","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111769503","display_name":"Pew-Thian Yap","orcid":null},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pew-Thian Yap","raw_affiliation_strings":["Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA","University of North Carolina at Chapel Hill"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]},{"raw_affiliation_string":"University of North Carolina at Chapel Hill","institution_ids":["https://openalex.org/I114027177"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000937401"],"corresponding_institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"],"apc_list":null,"apc_paid":null,"fwci":1.4523,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.80898076,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"147","last_page":"179"},"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":0.9988999962806702,"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":0.9987000226974487,"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/prodrome","display_name":"Prodrome","score":0.7013364434242249},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6949607133865356},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.6776936054229736},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5836469531059265},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.5669876337051392},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4964964985847473},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4349682033061981},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42650026082992554},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.39660781621932983},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.39463353157043457},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.37056300044059753},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.3606266975402832},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.14883410930633545},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.13874277472496033},{"id":"https://openalex.org/keywords/psychosis","display_name":"Psychosis","score":0.10753881931304932}],"concepts":[{"id":"https://openalex.org/C2780292510","wikidata":"https://www.wikidata.org/wiki/Q1140331","display_name":"Prodrome","level":3,"score":0.7013364434242249},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6949607133865356},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.6776936054229736},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5836469531059265},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.5669876337051392},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4964964985847473},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4349682033061981},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42650026082992554},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.39660781621932983},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39463353157043457},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.37056300044059753},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.3606266975402832},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.14883410930633545},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.13874277472496033},{"id":"https://openalex.org/C2779727114","wikidata":"https://www.wikidata.org/wiki/Q170082","display_name":"Psychosis","level":2,"score":0.10753881931304932},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-40017-9_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-40017-9_8","pdf_url":null,"source":{"id":"https://openalex.org/S4210212400","display_name":"Intelligent systems reference library","issn_l":"1868-4394","issn":["1868-4394","1868-4408"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Systems Reference Library","raw_type":"book-chapter"},{"id":"pmh:oai:ro.uow.edu.au:eispapers-4074","is_oa":false,"landing_page_url":"https://ro.uow.edu.au/eispapers/3058","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty of Engineering and Information Sciences - Papers: Part A","raw_type":"book_contribution"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":92,"referenced_works":["https://openalex.org/W89283330","https://openalex.org/W631225344","https://openalex.org/W1479807131","https://openalex.org/W1557641067","https://openalex.org/W1613739536","https://openalex.org/W1886029756","https://openalex.org/W1964049567","https://openalex.org/W1969787718","https://openalex.org/W1973486624","https://openalex.org/W1977370225","https://openalex.org/W1979062697","https://openalex.org/W1979426401","https://openalex.org/W1983482668","https://openalex.org/W1986014162","https://openalex.org/W1986818175","https://openalex.org/W1987011701","https://openalex.org/W1995571867","https://openalex.org/W1997194251","https://openalex.org/W2002429803","https://openalex.org/W2007572953","https://openalex.org/W2009494091","https://openalex.org/W2012133068","https://openalex.org/W2013502943","https://openalex.org/W2013676175","https://openalex.org/W2017794330","https://openalex.org/W2019624613","https://openalex.org/W2023673306","https://openalex.org/W2030902100","https://openalex.org/W2031297131","https://openalex.org/W2031823405","https://openalex.org/W2044029912","https://openalex.org/W2053145173","https://openalex.org/W2058226627","https://openalex.org/W2059658584","https://openalex.org/W2060899536","https://openalex.org/W2061257854","https://openalex.org/W2061699647","https://openalex.org/W2067140282","https://openalex.org/W2077924486","https://openalex.org/W2078524519","https://openalex.org/W2078563723","https://openalex.org/W2079484785","https://openalex.org/W2081481111","https://openalex.org/W2088394318","https://openalex.org/W2092730500","https://openalex.org/W2097581585","https://openalex.org/W2097775060","https://openalex.org/W2101282194","https://openalex.org/W2102508963","https://openalex.org/W2104290444","https://openalex.org/W2111913931","https://openalex.org/W2112090702","https://openalex.org/W2112436745","https://openalex.org/W2113588440","https://openalex.org/W2115424422","https://openalex.org/W2116948717","https://openalex.org/W2117991580","https://openalex.org/W2118832993","https://openalex.org/W2120111102","https://openalex.org/W2120546516","https://openalex.org/W2122320288","https://openalex.org/W2123225824","https://openalex.org/W2129047299","https://openalex.org/W2132458496","https://openalex.org/W2133841825","https://openalex.org/W2137225583","https://openalex.org/W2143285014","https://openalex.org/W2143426320","https://openalex.org/W2145295623","https://openalex.org/W2146089088","https://openalex.org/W2153171432","https://openalex.org/W2153635508","https://openalex.org/W2153996202","https://openalex.org/W2155513557","https://openalex.org/W2156220037","https://openalex.org/W2157412686","https://openalex.org/W2157994299","https://openalex.org/W2158514158","https://openalex.org/W2159320983","https://openalex.org/W2159929956","https://openalex.org/W2161207117","https://openalex.org/W2162333503","https://openalex.org/W2162686834","https://openalex.org/W2166872798","https://openalex.org/W2167822639","https://openalex.org/W2167840686","https://openalex.org/W2171808809","https://openalex.org/W2171831801","https://openalex.org/W2488375007","https://openalex.org/W2953300457","https://openalex.org/W3023786531","https://openalex.org/W4230674625"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W2167701463","https://openalex.org/W2110287964","https://openalex.org/W4307407935","https://openalex.org/W649759291"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
