{"id":"https://openalex.org/W2889627099","doi":"https://doi.org/10.1007/978-3-030-00919-9_10","title":"SCCA-Ref: Novel Sparse Canonical Correlation Analysis with Reference to Discover Independent Spatial Associations Between White Matter Hyperintensities and Atrophy","display_name":"SCCA-Ref: Novel Sparse Canonical Correlation Analysis with Reference to Discover Independent Spatial Associations Between White Matter Hyperintensities and Atrophy","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2889627099","doi":"https://doi.org/10.1007/978-3-030-00919-9_10","mag":"2889627099"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-00919-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00919-9_10","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":"conference-paper","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/A5054220631","display_name":"Gerard Sanrom\u00e0","orcid":"https://orcid.org/0000-0002-4450-8311"},"institutions":[{"id":"https://openalex.org/I2801533059","display_name":"German Center for Neurodegenerative Diseases","ror":"https://ror.org/043j0f473","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801533059","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Gerard Sanroma","raw_affiliation_strings":["German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany","institution_ids":["https://openalex.org/I2801533059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003931779","display_name":"Loes C.A. Rutten\u2010Jacobs","orcid":"https://orcid.org/0000-0003-3223-885X"},"institutions":[{"id":"https://openalex.org/I2801533059","display_name":"German Center for Neurodegenerative Diseases","ror":"https://ror.org/043j0f473","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801533059","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Loes Rutten-Jacobs","raw_affiliation_strings":["German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany","institution_ids":["https://openalex.org/I2801533059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074822618","display_name":"Valerie Lohner","orcid":"https://orcid.org/0000-0001-5589-9701"},"institutions":[{"id":"https://openalex.org/I2801533059","display_name":"German Center for Neurodegenerative Diseases","ror":"https://ror.org/043j0f473","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801533059","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Valerie Lohner","raw_affiliation_strings":["German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany","institution_ids":["https://openalex.org/I2801533059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077776292","display_name":"Johanna Kramme","orcid":"https://orcid.org/0000-0003-1782-9993"},"institutions":[{"id":"https://openalex.org/I2801533059","display_name":"German Center for Neurodegenerative Diseases","ror":"https://ror.org/043j0f473","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801533059","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johanna Kramme","raw_affiliation_strings":["German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany","institution_ids":["https://openalex.org/I2801533059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112866063","display_name":"Sach Mukherjee","orcid":null},"institutions":[{"id":"https://openalex.org/I2801533059","display_name":"German Center for Neurodegenerative Diseases","ror":"https://ror.org/043j0f473","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801533059","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sach Mukherjee","raw_affiliation_strings":["German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany","institution_ids":["https://openalex.org/I2801533059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045017963","display_name":"Martin Reuter","orcid":"https://orcid.org/0000-0002-2665-9693"},"institutions":[{"id":"https://openalex.org/I2801533059","display_name":"German Center for Neurodegenerative Diseases","ror":"https://ror.org/043j0f473","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801533059","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Reuter","raw_affiliation_strings":["German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany","institution_ids":["https://openalex.org/I2801533059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058335367","display_name":"Tony Stoecker","orcid":"https://orcid.org/0000-0002-8946-9141"},"institutions":[{"id":"https://openalex.org/I2801533059","display_name":"German Center for Neurodegenerative Diseases","ror":"https://ror.org/043j0f473","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801533059","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tony Stoecker","raw_affiliation_strings":["German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany","institution_ids":["https://openalex.org/I2801533059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070946697","display_name":"Monique M.B. Breteler","orcid":"https://orcid.org/0000-0002-0626-9305"},"institutions":[{"id":"https://openalex.org/I2801533059","display_name":"German Center for Neurodegenerative Diseases","ror":"https://ror.org/043j0f473","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801533059","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Monique M. B. Breteler","raw_affiliation_strings":["German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany","institution_ids":["https://openalex.org/I2801533059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5054220631"],"corresponding_institution_ids":["https://openalex.org/I2801533059"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"81","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9975000023841858,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9871000051498413,"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9782999753952026,"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/univariate","display_name":"Univariate","score":0.8187005519866943},{"id":"https://openalex.org/keywords/hyperintensity","display_name":"Hyperintensity","score":0.7548528909683228},{"id":"https://openalex.org/keywords/atrophy","display_name":"Atrophy","score":0.6324568390846252},{"id":"https://openalex.org/keywords/random-variate","display_name":"Random variate","score":0.6267157793045044},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5274237394332886},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5082816481590271},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.4789717197418213},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44915691018104553},{"id":"https://openalex.org/keywords/white-matter","display_name":"White matter","score":0.4258610010147095},{"id":"https://openalex.org/keywords/univariate-analysis","display_name":"Univariate analysis","score":0.4186256527900696},{"id":"https://openalex.org/keywords/canonical-correlation","display_name":"Canonical correlation","score":0.41400226950645447},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3242368698120117},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.3032449781894684},{"id":"https://openalex.org/keywords/multivariate-analysis","display_name":"Multivariate analysis","score":0.26780426502227783},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2563959062099457},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22758600115776062},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.2253313660621643},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21958613395690918},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20033928751945496},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.17017430067062378},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.15976327657699585},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.07130110263824463}],"concepts":[{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.8187005519866943},{"id":"https://openalex.org/C146638467","wikidata":"https://www.wikidata.org/wiki/Q10529587","display_name":"Hyperintensity","level":3,"score":0.7548528909683228},{"id":"https://openalex.org/C2781172350","wikidata":"https://www.wikidata.org/wiki/Q194520","display_name":"Atrophy","level":2,"score":0.6324568390846252},{"id":"https://openalex.org/C141547133","wikidata":"https://www.wikidata.org/wiki/Q7291996","display_name":"Random variate","level":3,"score":0.6267157793045044},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5274237394332886},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5082816481590271},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.4789717197418213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44915691018104553},{"id":"https://openalex.org/C2781192897","wikidata":"https://www.wikidata.org/wiki/Q822050","display_name":"White matter","level":3,"score":0.4258610010147095},{"id":"https://openalex.org/C144301174","wikidata":"https://www.wikidata.org/wiki/Q7893852","display_name":"Univariate analysis","level":3,"score":0.4186256527900696},{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.41400226950645447},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3242368698120117},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.3032449781894684},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.26780426502227783},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2563959062099457},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22758600115776062},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.2253313660621643},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21958613395690918},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20033928751945496},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.17017430067062378},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.15976327657699585},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.07130110263824463},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-00919-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00919-9_10","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":[{"score":0.4000000059604645,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1731081199","https://openalex.org/W1979691956","https://openalex.org/W2004293194","https://openalex.org/W2061353398","https://openalex.org/W2071070332","https://openalex.org/W2098290597","https://openalex.org/W2113176889","https://openalex.org/W2140174213","https://openalex.org/W2151721316","https://openalex.org/W2471406153","https://openalex.org/W2735221233","https://openalex.org/W2767758969","https://openalex.org/W2949979136"],"related_works":["https://openalex.org/W1828158523","https://openalex.org/W2047547195","https://openalex.org/W1565185441","https://openalex.org/W4254888883","https://openalex.org/W2292956239","https://openalex.org/W3092209499","https://openalex.org/W2101112453","https://openalex.org/W1815150721","https://openalex.org/W1977669265","https://openalex.org/W1968611939"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
