M
Michaela Cordova
Researcher at Oregon Health & Science University
Publications - 11
Citations - 1168
Michaela Cordova is an academic researcher from Oregon Health & Science University. The author has contributed to research in topics: Cognition & Population. The author has an hindex of 7, co-authored 8 publications receiving 324 citations.
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Journal ArticleDOI
Reproducible brain-wide association studies require thousands of individuals
Scott Marek,Brenden Tervo-Clemmens,Finnegan J. Calabro,David F. Montez,Benjamin P Kay,Alexander S. Hatoum,Meghan Rose Donohue,Will Foran,Ryland L. Miller,Timothy Hendrickson,Stephen M. Malone,Sridhar Kandala,Eric Feczko,Oscar Miranda-Dominguez,Alice M. Graham,Eric Earl,Anders Perrone,Michaela Cordova,Olivia Doyle,Lucille A. Moore,Gregory Mark Conan,Johnny Uriarte,Katherine Allene Snider,Benjamin J. Lynch,James C. Wilgenbusch,Thomas Pengo,Angela Tam,Jianzhong Chen,Dillan J. Newbold,Annie Zheng,Nicole A Seider,Andrew N. Van,Athanasia Metoki,Roselyne Chauvin,Timothy O. Laumann,Deanna J. Greene,Steven E. Petersen,Hugh Garavan,Wesley K. Thompson,Thomas E. Nichols,B.T. Thomas Yeo,Deanna M. Barch,Beatriz Luna,Damien A. Fair,Nico U.F. Dosenbach +44 more
TL;DR: In this article , the authors used three of the largest neuroimaging datasets currently available, with a total sample size of around 50,000 individuals, to quantify brain-wide association studies effect sizes and reproducibility as a function of sample size.
Posted ContentDOI
Towards Reproducible Brain-Wide Association Studies
Scott Marek,Brenden Tervo-Clemmens,Finnegan J. Calabro,David F. Montez,Benjamin P Kay,Alexander S. Hatoum,Meghan Rose Donohue,William Foran,Ryland L. Miller,Eric Feczko,Oscar Miranda-Dominguez,Alice M. Graham,Eric Earl,Eric Earl,Anders Perrone,Anders Perrone,Michaela Cordova,Olivia Doyle,Lucille A. Moore,Greg Conan,Greg Conan,Johnny Uriarte,Kathy Snider,Angela Tam,Jianzhong Chen,Dillan J. Newbold,Annie Zheng,Nicole A Seider,Andrew N. Van,Timothy O. Laumann,Wesley K. Thompson,Deanna J. Greene,Steven E. Petersen,Thomas E. Nichols,B.T. Thomas Yeo,M Deanna,Hugh Garavan,Beatriz Luna,Damien A. Fair,Nico U.F. Dosenbach +39 more
TL;DR: It is shown that the pairing of small brain-behavioral phenotype effect sizes with sampling variability is a key element in wide-spread BWAS replication failure, and large consortia are needed to usher in a new era of reproducible human brain-wide association studies.
Journal ArticleDOI
Subtyping cognitive profiles in Autism Spectrum Disorder using a Functional Random Forest algorithm.
Eric Feczko,N M Balba,Oscar Miranda-Dominguez,Michaela Cordova,Sarah L. Karalunas,Lourdes Irwin,Damion V. Demeter,Alison Presmanes Hill,Beth Hoover Langhorst,J Grieser Painter,J. van Santen,Eric Fombonne,Joel T. Nigg,Damien A. Fair +13 more
TL;DR: This study attempts to identify and characterize cognitive subtypes within the ASD population using the Functional Random Forest (FRF) machine learning classification model, and revealed 3 ASD and 4 TD putative subgroups with unique behavioral profiles.
Journal ArticleDOI
Identifying reproducible individual differences in childhood functional brain networks: An ABCD study.
Scott Marek,Brenden Tervo-Clemmens,Ashley N. Nielsen,Muriah D. Wheelock,Ryland L. Miller,Timothy O. Laumann,Eric Earl,William Foran,Michaela Cordova,Olivia Doyle,Anders Perrone,Oscar Miranda-Dominguez,Eric Feczko,Darrick Sturgeon,Alice M. Graham,Robert Hermosillo,Kathy Snider,Anthony Galassi,Bonnie J. Nagel,Sarah W. Feldstein Ewing,Adam T. Eggebrecht,Hugh Garavan,Anders M. Dale,Deanna J. Greene,M Deanna,Damien A. Fair,Beatriz Luna,Nico U.F. Dosenbach +27 more
TL;DR: A framework is provided for how to characterize RSFC-behavior relationships in a rigorous and reproducible manner using the ABCD dataset and other large multi-site projects.
Journal ArticleDOI
Overlapping and Distinct Cognitive Impairments in Attention-Deficit/Hyperactivity and Autism Spectrum Disorder without Intellectual Disability
Sarah L. Karalunas,Elizabeth Hawkey,Hanna C. Gustafsson,Meghan Miller,Marybeth Langhorst,Michaela Cordova,Damien A. Fair,Joel T. Nigg +7 more
TL;DR: Findings suggest a combination of overlapping and unique patterns of cognitive impairment for children with ASD as compared to those with ADHD, particularly when the processes underlying reaction time measures are considered separately.