Publications
Manuscripts Under Review & In Revision
Kang, K., Seidlitz, J., Bethlehem, R. A. I., Mehta, K., Keller, A. S., Schildcrout, J., Tao, R., Xiong, J., Jones, M. T.,
Lifespan Brain Chart Consortium, 3R-BRAIN, AIBL, Alzheimer’s Disease Neuroimaging Initiative, Alzheimer’s
Disease Reposi- tory Without Borders Investigators, CALM Team, CCNP, COBRE, cVEDA, Harvard Brain Aging
Study, IMAGEN, POND, The PREVENT-AD Research Group, Fair, D., Satterthwaite, T. D., Alexander-Bloch, A. &
Vandekar, S. (2024). Study design features that improve effect sizes in brain-wide association studies. Nature. In
Revision. Preprint: https: //www.biorxiv.org/content/10.1101/2023.05.29.542742v1.full.pdf.
Mehta, K.*, Salo, T.*, Madison, T., Adebimpe, A., Bertolero, M., Cieslak, M., Covitz, S., Feczko, E., Houghton, A.,
Keller, A. S., Luo, A., Miranda-Dominguez, O., Nelson, S. M., Shafiei, G., Shanmugan, S., Sydnor, V. J., Fair,
D. A.* & Satterthwaite, T. D.* (2024). XCP-D: Robust Pipeline for the postprocessing of fMRI data. Under review
at Imaging Neuroscience. https://www.biorxiv.org/content/10.1101/2023.11.20.567926v1
Pines, A., Tozzi, L., Bertrand, C., Keller, A. S., Zhang, X., Whitfield-Gabrieli, S., Hastie, T., Larsen, B., Leikauf, J. &
Williams, L. M. (2024). Intergenerational evidence for concurrent, opposed relationships between cognition and
psychopathology in youth: implications for impaired daily functions and clinically unenriched studies. Under
Review at JAMA Psychiatry. https://www.medrxiv.org/content/10.1101/2023.08.28.23294743v1
2024
Keller, A. S., Moore, T. M., Luo, A., Visoki, E., Gataviņš, M. M., Cui, Z., Fan, Y., Feczko, E., Houghton, A., Li, H.,
Mackey, A. P., Miranda-Dominguez, O., Pines, A., Shetty, A., Shinohara, R. T., Sun, K. Y., Fair, D. A.*,
Satterthwaite, T. D.*, & Barzilay, R.* (2024). A general exposome factor explains individual differences in
functional brain network topography and cognition in youth. Developmental Cognitive Neuroscience.
Shafiei, G., Keller, A. S.., Bertolero, M., Shanmugan, S., Bassett, D. S., Chen, A. A., Covitz, S., Houghton, A., Luo,
A., Mehta, K., Salo, T., Shinohara, R. T., Fair, D. A., Hallquist, M. N. & Satterthwaite, T. D. (2024). Linking
functional connectivity to symptoms of borderline personality disorder in youth. Biological Psychiatry.
Luo, A., Sydnor, V. J., Pines, A., Larsen, B., Alexander-Bloch, A. F., Cieslak, M., Covitz, S., Chen, A., Esper, N. B.,
Feczko, E., Franco, A. R., Gur, R. E., Gur, R. C., Houghton, A., Hu, F., Keller, A. S., Kiar, G., Mehta, K., Salum,
G. A., Tapera, T., Xu, T., Zhao, C., Fair, D. A., Salo, T., Shinohara, R. T., Milham, M. P. & Satterthwaite, T. D.
(2023). Functional Connectivity Development along the Sensorimotor-Association Axis Enhances the Cortical
Hierarchy. Nature Communications.
2023
Keller, A. S., Pines, A. R., Shanmugan, S., Sydnor, V. J., Cui, Z., Bertolero, M. A., Barzilay, R., Alexander-Bloch, A. F., Byington, N., Chen, A., Conan, G. M., Davatazikos, C., Feczko, E., Hendrickson, T., Houghton, A., Larsen, B., Li, H., Miranda-Dominguez, O., Roalf, D. R., Perrone, A., Shanmugan, S., Shetty, A., Shinohara, R. T., Fan, Y., Fair, D.A.* & Satterthwaite, T. D.* (2023). Personalized functional brain network topography is associated with individual differences in youth cognition. Nature Communications. https://doi.org/10.1038/s41467-
023-44087-0
Shetty, A., Keller, A. S. (2023). Mapping Individual-Specific Regions of the Multiple Demand Network During
Development Reveals Increased Selectivity Associated with Executive Function. The Journal of Neuroscience.
https://doi.org/10.1523/JNEUROSCI.0849-23.2023
Larsen, B., Sydnor, V. J., Keller, A. S., Yeo, B. T. T., & Satterthwaite, T. D. (2023) A critical period plasticity model for the sensorimotor-association axis of neurodevelopment. Trends in Neurosciences.
https://doi.org/10.1016/j.tins.2023.07.007
Keller, A. S.*, Sydnor, V. J.*, Pines, A., Fair, D. A., Bassett, D. S. & Satterthwaite, T. D. (2023). Hierarchical functional system development supports executive function. Trends in Cognitive Sciences.
https://doi.org/10.1016/j.tics.2022.11.005
Pines, A., Keller, A. S., Larsen, B., Bertolero, M., Ashourvan, A., Bassett, D. S., Cieslak, M., Covitz, S., Fan, Y.,
Feczko, E., Houghton, A., Rueter, A. R., Tapera, T., Vogel, J., Weinstein, S. M., Shinohara, R. T., Fair, D. &
Satterthwaite, T. D. (2023). Development of top-down cortical propagations in youth. Neuron.
https://doi.org/10.1016/j.neuron.2023.01.014
2022
Keller, A. S., Mackey, A. P., Pines, A., Fair, D., Feczko, E., Hoffman, M. S., Salum, G. A., Barzilay, R. &
Satterthwaite, T. D. (2022). Caregiver monitoring, but not caregiver warmth, is associated with cognition in two large sub-samples of youth from the ABCD study. Developmental Science. https://doi.org/10.1111/desc.13337
Keller, A. S.*, Jagadeesh, A.*, Bugatus, L., Williams, L. M. & Grill-Spector, K. (2022). Attention enhances category
representations across the brain with strengthened residual correlations to ventral temporal cortex. NeuroImage.
https://doi.org/10.1016/j.neuroimage.2022.118900
Richie-Halford, A., Cieslak, M., Ai, L., Caffara, S., Covitz, S., Franco, A. R., Karipidis, I. I., Kruper, J., Milham, M.,
Avelar-Pereira, B., Roy, E., Sydnor, V. J., Yeatman, J. D., The Fibr Community Science Consortium,
Satterthwaite, T. D. & Rokem, A. (2022). An analysis-ready and quality controlled resource for pediatric brain
white-matter research. Scientific Data. https://doi.org/10.1038/s41597-022-01695-7
2021
Holt-Gosselin, B., Keller, A. S., Chesnut, M., Ling, R., Grisanzio, K. A., Williams, L. M. (2021). Greater baseline
connectivity of the salience and negative affect circuits are associated with natural improvements in anxiety over
time in untreated participants. Journal of Affective Disorders. https://doi.org/10.1016/j.jad.2021.08.039
Keller, A. S., Ling, R., Williams, L. M. (2021) Spatial attention impairments are characterized by specific electro-
encephalographic correlates and partially mediate the association between early life stress and
anxiety. Cognitive, Affective and Behavioral Neuroscience. https://doi.org/10.3758/s13415-021-00963-0
Goldstein-Piekarski, A. N.*, Ball, T. M.*, Samara, Z., Staveland, B. R., Keller, A. S., Fleming, S. L., Grisanzio, K.
A., Holt-Gosselin, B., Williams, L. M. (2021). Mapping neural circuit biotypes to symptoms and behavioral
dimensions of depression and anxiety. Biological Psychiatry.
2020
Keller, A. S., Davidesco, I., & Tanner, K. D. (2020). Attention Matters: How orchestrating attention relates to
classroom learning. Cell Biology Education - Life Sciences Ed. 19(3):fe5.
https://doi.org/10.1187/cbe.20-05-0106
Rajpurkar, P., Dass D., Yang J., Vale, V., Keller, A. S, Irvin, J., Taylor, Z., Basu, S., Ng, A. & Williams, L. M. (2020).
Machine Learning Prediction of Treatment Response to Antidepressant Medication Using Pre-Treatment EEG: Development and Validation of the ElecTreeScore Algorithm, JAMA Network Open, https://doi.org/10.1001/ jamanetworkopen.2020.6653
Chilver, M. R., Keller, A. S., Park, H., Jamshidi, J., Montalto, A., Schofield, P. R., Clark, C. R., Harmon-
Jones, E., Williams, L. M.*, Gatt, J. M.* (2020). Electroencephalography power as a biomarker of wellbeing: A twin study. Journal of Psychiatric Research. https://doi.org/10.1016/j.jpsychires.2020.04.010
2019
Keller, A. S., Ball, T. M. & Williams, L. M. (2019). Deep phenotyping of attention impairments and the
“Inattention Biotype” in Major Depressive Disorder. Psychological Medicine. 1-10. https://doi.org/10.1017/S0033291719002290.
Keller, A. S., Leikauf, J. E., Holt-Gosselin, B., Staveland, B. R. & Williams, L. M. (2019). Paying Attention
To Attention in Depression Translational Psychiatry. https://doi.org/10.1038/s41398-019-0616-1
Keller, A. S., Qiu, H.*, Li, J.* & Williams, L. M. (2019). Modeling attention impairments in Major
Depression. Proceedings of the Computational Cognitive Neuroscience Conference. https://doi.org/10.32470/CCN.2019.1325-0
2017
Keller, A. S. & Christopher, L. (2017). Distinct Phases of Tau, Amyloid, and Functional Connectivity in
Healthy Older Adults. The Journal of Neuroscience. https://doi.org/10.1523/JNEUROSCI.1687-17.2017
Keller, A. S., Payne, L. & Sekuler, R. (2017) Characterizing the roles of alpha and theta oscillations in
multisensory attention. Neuropsychologia. https://doi.org/10.1016/j.neuropsychologia.2017.02.021
2015
Keller, A. S. & Sekuler, R. (2015). Memory and learning with rapid audiovisual sequences. Journal of Vision.