Oluwasanmi Oluseye Koyejo

20092019
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Research Output 2009 2019

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Article
2019

Human cognition involves the dynamic integration of neural activity and neuromodulatory systems

Shine, J. M., Breakspear, M., Bell, P. T., Ehgoetz Martens, K., Shine, R., Koyejo, O. O., Sporns, O. & Poldrack, R. A., Feb 1 2019, In : Nature Neuroscience. 22, 2, p. 289-296 8 p.

Research output: Contribution to journalArticle

Cognition
Connectome
Systems Integration
Brain
Molecular Dynamics Simulation
2018

False Discovery Rate Smoothing

Tansey, W., Koyejo, O. O., Poldrack, R. A. & Scott, J. G., Jul 3 2018, In : Journal of the American Statistical Association. 113, 523, p. 1156-1171 16 p.

Research output: Contribution to journalArticle

Smoothing
Multiple Testing
Augmented Lagrangians
Empirical Bayes Method
Working Memory
2017

Decoding brain activity using a large-scale probabilistic functional-anatomical atlas of human cognition

Rubin, T. N., Koyejo, O. O., Gorgolewski, K. J., Jones, M. N., Poldrack, R. A. & Yarkoni, T., Oct 1 2017, In : PLoS Computational Biology. 13, 10, e1005649.

Research output: Contribution to journalArticle

Atlases
cognition
Atlas
Cognition
atlas

MRIQC: Advancing the automatic prediction of image quality in MRI from unseen sites

Esteban, O., Birman, D., Schaer, M., Koyejo, O. O., Poldrack, R. A. & Gorgolewski, K. J., Jan 1 2017, In : PloS one. 12, 9, p. e0184661

Research output: Contribution to journalArticle

Quality Control
Magnetic resonance imaging
Image quality
quality control
Quality control

What's in a pattern? Examining the type of signal multivariate analysis uncovers at the group level

Gilron, R., Rosenblatt, J., Koyejo, O. O., Poldrack, R. A. & Mukamel, R., Feb 1 2017, In : NeuroImage. 146, p. 113-120 8 p.

Research output: Contribution to journalArticle

Neuroimaging
Multivariate Analysis
Brain
Datasets
2016

Examples are not enough, learn to criticize! Criticism for interpretability

Kim, B., Khanna, R. & Koyejo, O. O., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 2288-2296 9 p.

Research output: Contribution to journalArticle

Classifiers

Rényi divergence minimization based co-regularized multiview clustering

Joshi, S., Ghosh, J., Reid, M. & Koyejo, O. O., Sep 1 2016, In : Machine Learning. 104, 2-3, p. 411-439 29 p.

Research output: Contribution to journalArticle

Information fusion
Magnetic Resonance Imaging
Oxygen
Brain
Cognitive Neuroscience
Datasets

The Dynamics of Functional Brain Networks: Integrated Network States during Cognitive Task Performance

Shine, J. M., Bissett, P. G., Bell, P. T., Koyejo, O. O., Balsters, J. H., Gorgolewski, K. J., Moodie, C. A. & Poldrack, R. A., Oct 19 2016, In : Neuron. 92, 2, p. 544-554 11 p.

Research output: Contribution to journalArticle

Task Performance and Analysis
Brain
Community Integration
Aptitude
Pupil
2015

Effects of thresholding on correlation-based image similarity metrics

Sochat, V. V., Gorgolewski, K. J., Koyejo, O. O., Durnez, J. & Poldrack, R. A., Jan 1 2015, In : Frontiers in Neuroscience. 9, OCT, 418.

Research output: Contribution to journalArticle

Brain
Masks
Neuroimaging
Meta-Analysis

Estimation of dynamic functional connectivity using Multiplication of Temporal Derivatives

Shine, J. M., Koyejo, O. O., Bell, P. T., Gorgolewski, K. J., Gilat, M. & Poldrack, R. A., Nov 15 2015, In : NeuroImage. 122, p. 399-407 9 p.

Research output: Contribution to journalArticle

Neurosciences
Brain
Datasets

Long-term neural and physiological phenotyping of a single human

Poldrack, R. A., Laumann, T. O., Koyejo, O. O., Gregory, B., Hover, A., Chen, M. Y., Gorgolewski, K. J., Luci, J., Joo, S. J., Boyd, R. L., Hunicke-Smith, S., Simpson, Z. B., Caven, T., Sochat, V., Shine, J. M., Gordon, E., Snyder, A. Z., Adeyemo, B., Petersen, S. E., Glahn, D. C. & 11 othersMckay, D. R., Curran, J. E., Göring, H. H. H., Carless, M. A., Blangero, J., Dougherty, R., Leemans, A., Handwerker, D. A., Frick, L., Marcotte, E. M. & Mumford, J. A., Dec 9 2015, In : Nature communications. 6, 8885.

Research output: Contribution to journalArticle

brain
Brain
gene expression
Gene expression
Psychology
2014

A constrained matrix-variate Gaussian process for transposable data

Koyejo, O. O., Lee, C. & Ghosh, J., Jan 1 2014, In : Machine Learning. 97, 1-2, p. 103-127 25 p.

Research output: Contribution to journalArticle

Genes
Recommender systems
Ontology
Data structures
2013

Bayesian structure learning for functional neuroimaging

Park, M., Koyejo, O. O., Ghosh, J., Poldrack, R. A. & Pillow, J. W., 2013, In : Journal of Machine Learning Research. 31, p. 489-497 9 p.

Research output: Contribution to journalArticle

Functional neuroimaging
Neuroimaging
Bayesian Learning
Structure Learning
Brain

Towards open sharing of task-based fMRI data: The OpenfMRI project

Poldrack, R. A., Barch, D. M., Mitchell, J. P., Wager, T. D., Wagner, A. D., Devlin, J. T., Cumba, C., Koyejo, O. O. & Milham, M. P., Jun 8 2013, In : Frontiers in Neuroinformatics. 7, JUNE, 12.

Research output: Contribution to journalArticle

Aptitude
Neuroimaging
Magnetic Resonance Imaging
Mental Processes
Functional Neuroimaging
2011

Reports of the AAAI 2010 fall symposia

Azevedo, R., Biswas, G., Bohus, D., Carmichael, T., Finlayson, M. A., Hadzikadic, M., Havasi, C., Horvitz, E., Kanda, T., Koyejo, O. O., Lawless, W. F., Lenat, D., Meneguzzi, F., Mutlu, B., Oh, J., Pirrone, R., Raux, A., Sofge, D. A., Sukthankar, G., Van Durme, B. & 1 othersYorke-Smith, N., Mar 2011, In : AI Magazine. 32, 1, p. 93-100 8 p.

Research output: Contribution to journalArticle

Artificial intelligence
Adaptive systems
Robustness (control systems)
Semantics
Robots
2010

Reports on the AAAI 2009 fall symposia

Azevedo, R., Bench-Capon, T., Biswas, G., Carmichael, T., Green, N., Hadzikadic, M., Koyejo, O. O., Kurup, U., Parsons, S., Pirrone, R., Prakken, H., Samsonovich, A., Scott, D. & Souvenir, R., Jan 1 2010, In : AI Magazine. 31, 1, p. 88-94 7 p.

Research output: Contribution to journalArticle

Natural sciences
Social sciences
Adaptive systems
Technical presentations