Mining Outcome-relevant Brain Imaging Genetic Associations via Three-way Sparse Canonical Correlation Analysis in Alzheimer’s Disease Article Swipe

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Xiaoke Hao , Chanxiu Li , Lei Du , Xiaohui Yao , Jingwen Yan , Shannon L. Risacher , Andrew J. Saykin , Li Shen , Daoqiang Zhang , Michael W. Weiner , Paul Aisen , Ronald Petersen , Clifford R. Jack , Sara S. Mason , Colleen S. Albers , David S. Knopman , Kris Johnson , William J. Jagust , John Q. Trojanowki , Arthur W. Toga , Laurel Beckett , Robert C. Green , Martin R. Farlow , Ann Marie Hake , Brandy R. Matthews , Jared R. Brosch , Scott Herring , Cynthia Hunt , Leslie M. Shaw , Beau M. Ances , John C. Morris , Maria Carroll , Mary L. Creech , Erin Franklin , Mark A. Mintun , Stacy Schneider , Angela Oliver , Jeffrey Kaye , Joseph F. Quinn , Lisa C. Silbert , Betty Lind , Raina Carter , Sara Dolen , Lon S. Schneider , Sonia Pawluczyk , Mauricio Beccera , Liberty Teodoro , Bryan M. Spann , James B. Brewer , Helen Vanderswag , Adam Fleisher , Pierre N. Tariot , Anna Burke , Nadira Trncic , Stephanie Reeder , Judith L. Heidebrink , Joanne Lord , Rachelle S. Doody , Javier Villanueva‐Meyer , Munir Chowdhury , Susan Rountree , Mimi Dang , Yaakov Stern , Lawrence S. Honig , Karen L. Bell , Daniel Marson , Randall Griffith , David Clark , David Geldmacher , John Brockington , Erik D. Roberson , Marissa Natelson Love , Hillel Grossman , Effie Mitsis , Raj C. Shah , Leyla deToledo‐Morrell , Ranjan Duara , Daniel Varón , Maria T. Greig , Peggy Roberts , Marilyn Albert , Chiadi Onyike , Daniel D’Agostino , Stephanie Kielb , James E. Galvin , Brittany Cerbone , Christina A. Michel , Dana M. Pogorelec , Henry Rusinek , Mony J. de Leon , Lidia Glodzik , Susan De Santi , P. Murali Doraiswamy , Jeffrey R. Petrella , Salvador Borges‐Neto , Terence Z. Wong , Edward Coleman , Charles D. Smith , Gregory A. Jicha , Peter Hardy ·

YOU? · · 2017 · Open Access · · DOI: https://doi.org/10.1038/srep44272

Related Topics

Neuroimaging

Canonical Correlation

Computational Biology

Artificial Intelligence

Concepts

Alzheimer's Disease Neuroimaging Initiative Imaging genetics Neuroimaging Canonical correlation Multivariate statistics Correlation Single-nucleotide polymorphism Computational biology SNP Disease Multivariate analysis Magnetic resonance imaging Biology Bioinformatics Computer science Artificial intelligence Alzheimer's disease Machine learning Genetics Neuroscience Medicine Gene Pathology Genotype Mathematics Geometry Radiology

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Type: article
Language: en
Landing Page: https://doi.org/10.1038/srep44272
PDF: https://www.nature.com/articles/srep44272.pdf
OA Status: gold
Cited By: 54
References: 41
Related Works: 10
OpenAlex ID: https://openalex.org/W2607528709

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OpenAlex ID: https://openalex.org/W2607528709

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DOI: https://doi.org/10.1038/srep44272

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Title: Mining Outcome-relevant Brain Imaging Genetic Associations via Three-way Sparse Canonical Correlation Analysis in Alzheimer’s Disease

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Type: article

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Language: en

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Publication year: 2017

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Publication date: 2017-03-14

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Authors: Xiaoke Hao, Chanxiu Li, Lei Du, Xiaohui Yao, Jingwen Yan, Shannon L. Risacher, Andrew J. Saykin, Li Shen, Daoqiang Zhang, Michael W. Weiner, Paul Aisen, Ronald Petersen, Clifford R. Jack, Sara S. Mason, Colleen S. Albers, David S. Knopman, Kris Johnson, William J. Jagust, John Q. Trojanowki, Arthur W. Toga, Laurel Beckett, Robert C. Green, Martin R. Farlow, Ann Marie Hake, Brandy R. Matthews, Jared R. Brosch, Scott Herring, Cynthia Hunt, Leslie M. Shaw, Beau M. Ances, John C. Morris, Maria Carroll, Mary L. Creech, Erin Franklin, Mark A. Mintun, Stacy Schneider, Angela Oliver, Jeffrey Kaye, Joseph F. Quinn, Lisa C. Silbert, Betty Lind, Raina Carter, Sara Dolen, Lon S. Schneider, Sonia Pawluczyk, Mauricio Beccera, Liberty Teodoro, Bryan M. Spann, James B. Brewer, Helen Vanderswag, Adam Fleisher, Pierre N. Tariot, Anna Burke, Nadira Trncic, Stephanie Reeder, Judith L. Heidebrink, Joanne Lord, Rachelle S. Doody, Javier Villanueva‐Meyer, Munir Chowdhury, Susan Rountree, Mimi Dang, Yaakov Stern, Lawrence S. Honig, Karen L. Bell, Daniel Marson, Randall Griffith, David Clark, David Geldmacher, John Brockington, Erik D. Roberson, Marissa Natelson Love, Hillel Grossman, Effie Mitsis, Raj C. Shah, Leyla deToledo‐Morrell, Ranjan Duara, Daniel Varón, Maria T. Greig, Peggy Roberts, Marilyn Albert, Chiadi Onyike, Daniel D’Agostino, Stephanie Kielb, James E. Galvin, Brittany Cerbone, Christina A. Michel, Dana M. Pogorelec, Henry Rusinek, Mony J. de Leon, Lidia Glodzik, Susan De Santi, P. Murali Doraiswamy, Jeffrey R. Petrella, Salvador Borges‐Neto, Terence Z. Wong, Edward Coleman, Charles D. Smith, Gregory A. Jicha, Peter Hardy

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Landing page: https://doi.org/10.1038/srep44272

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PDF URL: https://www.nature.com/articles/srep44272.pdf

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Open access: Yes

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OA status: gold

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OA URL: https://www.nature.com/articles/srep44272.pdf

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Concepts: Alzheimer's Disease Neuroimaging Initiative, Imaging genetics, Neuroimaging, Canonical correlation, Multivariate statistics, Correlation, Single-nucleotide polymorphism, Computational biology, SNP, Disease, Multivariate analysis, Magnetic resonance imaging, Biology, Bioinformatics, Computer science, Artificial intelligence, Alzheimer's disease, Machine learning, Genetics, Neuroscience, Medicine, Gene, Pathology, Genotype, Mathematics, Geometry, Radiology

Top concepts (fields/topics) attached by OpenAlex
Cited by: 54

Total citation count in OpenAlex
Citations by year (recent): 2025: 2, 2024: 4, 2023: 6, 2022: 15, 2021: 9

Per-year citation counts (last 5 years)
References (count): 41

Number of works referenced by this work
Related works (count): 10

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referenced_works_count	41
abstract_inverted_index
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cited_by_percentile_year.min	90
countries_distinct_count	3
institutions_distinct_count	246
citation_normalized_percentile.value	0.88611147
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	True