Author
The University of Texas at AustinORCID 0000-0002-6558-5113Unclaimed ORCID profile · follow to get notified of new preprints
8 papers
Recent·Most cited
Alejandro I de la Vega, Roberta Rocca, Ross W. Blair, Christopher Johnson Markiewicz, Jeff Mentch, James Doliver Kent, Peer Herholz, Satrajit Ghosh, Russell Alan Poldrack, Tal Yarkoni
Neuroscout provides an automated platform for analyzing naturalistic fMRI data, enabling reproducible and generalizable research through machine learning and open tools.
eLife · Aug 30, 2022Peer-reviewedNeuroscience
Franziskus Liem, Kamalaker Dadi, Denis Alexander Engemann, Alexandre Gramfort, Pierre Bellec, Richard Cameron Craddock, Jessica S. Damoiseaux, Christopher J. Steele, Tal Yarkoni, Daniel S. Margulies, Gael P. Varoquaux
The paper predicts future cognitive decline using non-brain and multimodal brain imaging data in healthy and pathological aging, finding that non-brain data and structural MRI improve predictions.
bioRxiv · Jun 10, 2020 · PreprintNeuroscience
Oscar Estéban, Rastko Ćirić, Karolina Finc, Ross W. Blair, Christopher Johnson Markiewicz, Craig A. Moodie, James Doliver Kent, Mathias Goncalves, Elizabeth DuPré, Daniel E. P. Gomez, Zhifang Ye, Taylor Salo, Romain Valabrègue, Inge K. Amlien, Franziskus Liem, , Krzysztof J. Gorgolewski
This paper introduces fMRIPrep, a tool for preprocessing task-based fMRI data, and demonstrates its integration into a workflow for statistical analysis.
Nature Protocols · Jun 8, 2020Peer-reviewedBioinformatics
Alejandro I de la Vega, Tal Yarkoni, Tor Dessart Wager, Marie T. Banich
This study performs a large-scale meta-analysis of fMRI data to map functional-anatomical regions in the lateral frontal cortex, finding low regional modularity and suggesting distributed network processing.
Cerebral Cortex · Jul 20, 2017Peer-reviewedNeuroscience
Krzysztof J. Gorgolewski, Fidel Alfaro‐Almagro, Tibor Auer, Pierre Bellec, Mihai Capotă, M. Mallar Chakravarty, Nathan W. Churchill, Alexander Li Cohen, Richard Cameron Craddock, Gabriel A. Devenyi, Anders Eklund, Oscar Estéban, Guillaume Flandin, Satrajit Ghosh, J. Swaroop Guntupalli, , Russell Alan Poldrack
This paper introduces BIDS Apps, a framework for creating portable neuroimaging analysis tools compatible with BIDS data, improving reproducibility and ease of use.
PLoS Computational Biology · Mar 9, 2017Peer-reviewedNeuroscience
Jacob Westfall, Thomas E. Nichols, Tal Yarkoni
This paper develops a Bayesian mixed model to address the stimulus-as-fixed-effect fallacy in fMRI, showing it reduces false positives and improves statistical inference.
Wellcome Open Research · Dec 9, 2016Peer-reviewedNeuroscience
Krzysztof Jacek Gorgolewski, Gael Varoquaux, Gabriel Rivera, Yannick Schwartz, Satrajit S. Ghosh, Camille Maumet, Vanessa Sochat, Thomas E. Nichols, Russell A. Poldrack, Jean-Baptiste Poline, Tal Yarkoni, Daniel S. Margulies
NeuroVault provides a web-based repository for storing, sharing, and decoding unthresholded brain statistical maps with a public API.
Frontiers in Neuroinformatics · Apr 10, 2015Peer-reviewedNeuroscience
Andrew S. Fox, Luke J. Chang, Krzysztof J. Gorgolewski, Tal Yarkoni
The paper develops a tool to link neurogenetic and neuroimaging data by analyzing spatial gene expression patterns and psychological topics, identifying known and novel gene/cognition associations.
bioRxiv · Dec 9, 2014 · PreprintNeuroscience