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ModelArray: a memory-efficient R package for statistical analysis of fixel data
View ORCID ProfileChenying Zhao, Tinashe M. Tapera, Joëlle Bagautdinova, Josiane Bourque, Sydney Covitz, Raquel E. Gur, Ruben C. Gur, Bart Larsen, Kahini Mehta, Steven L. Meisler, Kristin Murtha, John Muschelli, David R. Roalf, Valerie J. Sydnor, Alessandra M. Valcarcel, Russell T. Shinohara, Matthew Cieslak, Theodore D. Satterthwaite
doi: https://doi.org/10.1101/2022.07.12.499631
Chenying Zhao
aLifespan Informatics and Neuroimaging Center (PennLINC), Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
bPenn/CHOP Lifespan Brain Institute, Perelman School of Medicine, Children’s Hospital of Philadelphia Research Institute, Philadelphia, PA 19104, USA
cDepartment of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA 19104, USA
dDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
Tinashe M. Tapera
aLifespan Informatics and Neuroimaging Center (PennLINC), Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
bPenn/CHOP Lifespan Brain Institute, Perelman School of Medicine, Children’s Hospital of Philadelphia Research Institute, Philadelphia, PA 19104, USA
dDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
Joëlle Bagautdinova
aLifespan Informatics and Neuroimaging Center (PennLINC), Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
bPenn/CHOP Lifespan Brain Institute, Perelman School of Medicine, Children’s Hospital of Philadelphia Research Institute, Philadelphia, PA 19104, USA
dDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
Josiane Bourque
aLifespan Informatics and Neuroimaging Center (PennLINC), Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
bPenn/CHOP Lifespan Brain Institute, Perelman School of Medicine, Children’s Hospital of Philadelphia Research Institute, Philadelphia, PA 19104, USA
dDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
Sydney Covitz
aLifespan Informatics and Neuroimaging Center (PennLINC), Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
bPenn/CHOP Lifespan Brain Institute, Perelman School of Medicine, Children’s Hospital of Philadelphia Research Institute, Philadelphia, PA 19104, USA
dDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
Raquel E. Gur
bPenn/CHOP Lifespan Brain Institute, Perelman School of Medicine, Children’s Hospital of Philadelphia Research Institute, Philadelphia, PA 19104, USA
dDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
Ruben C. Gur
bPenn/CHOP Lifespan Brain Institute, Perelman School of Medicine, Children’s Hospital of Philadelphia Research Institute, Philadelphia, PA 19104, USA
dDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
Bart Larsen
aLifespan Informatics and Neuroimaging Center (PennLINC), Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
bPenn/CHOP Lifespan Brain Institute, Perelman School of Medicine, Children’s Hospital of Philadelphia Research Institute, Philadelphia, PA 19104, USA
dDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
Kahini Mehta
aLifespan Informatics and Neuroimaging Center (PennLINC), Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
bPenn/CHOP Lifespan Brain Institute, Perelman School of Medicine, Children’s Hospital of Philadelphia Research Institute, Philadelphia, PA 19104, USA
dDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
Steven L. Meisler
eProgram in Speech and Hearing Bioscience and Technology, Harvard University, Cambridge, MA 02139, USA
Kristin Murtha
aLifespan Informatics and Neuroimaging Center (PennLINC), Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
bPenn/CHOP Lifespan Brain Institute, Perelman School of Medicine, Children’s Hospital of Philadelphia Research Institute, Philadelphia, PA 19104, USA
dDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
John Muschelli
fDepartment of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
David R. Roalf
bPenn/CHOP Lifespan Brain Institute, Perelman School of Medicine, Children’s Hospital of Philadelphia Research Institute, Philadelphia, PA 19104, USA
dDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
Valerie J. Sydnor
aLifespan Informatics and Neuroimaging Center (PennLINC), Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
bPenn/CHOP Lifespan Brain Institute, Perelman School of Medicine, Children’s Hospital of Philadelphia Research Institute, Philadelphia, PA 19104, USA
dDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
Alessandra M. Valcarcel
gPenn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA 19104, USA
Russell T. Shinohara
gPenn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA 19104, USA
hCenter for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA 19104, USA
Matthew Cieslak
aLifespan Informatics and Neuroimaging Center (PennLINC), Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
bPenn/CHOP Lifespan Brain Institute, Perelman School of Medicine, Children’s Hospital of Philadelphia Research Institute, Philadelphia, PA 19104, USA
dDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
Theodore D. Satterthwaite
aLifespan Informatics and Neuroimaging Center (PennLINC), Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
bPenn/CHOP Lifespan Brain Institute, Perelman School of Medicine, Children’s Hospital of Philadelphia Research Institute, Philadelphia, PA 19104, USA
dDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
hCenter for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA 19104, USA
Posted July 14, 2022.
ModelArray: a memory-efficient R package for statistical analysis of fixel data
Chenying Zhao, Tinashe M. Tapera, Joëlle Bagautdinova, Josiane Bourque, Sydney Covitz, Raquel E. Gur, Ruben C. Gur, Bart Larsen, Kahini Mehta, Steven L. Meisler, Kristin Murtha, John Muschelli, David R. Roalf, Valerie J. Sydnor, Alessandra M. Valcarcel, Russell T. Shinohara, Matthew Cieslak, Theodore D. Satterthwaite
bioRxiv 2022.07.12.499631; doi: https://doi.org/10.1101/2022.07.12.499631
ModelArray: a memory-efficient R package for statistical analysis of fixel data
Chenying Zhao, Tinashe M. Tapera, Joëlle Bagautdinova, Josiane Bourque, Sydney Covitz, Raquel E. Gur, Ruben C. Gur, Bart Larsen, Kahini Mehta, Steven L. Meisler, Kristin Murtha, John Muschelli, David R. Roalf, Valerie J. Sydnor, Alessandra M. Valcarcel, Russell T. Shinohara, Matthew Cieslak, Theodore D. Satterthwaite
bioRxiv 2022.07.12.499631; doi: https://doi.org/10.1101/2022.07.12.499631
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