To cite {BayesBrainMap} in publications use:
Mejia AF, Nebel MB, Wang Y, Caffo BS, Guo Y (2020). “Template Independent Component Analysis: Targeted and Reliable Estimation of Subject-level Brain Networks Using Big Data Population Priors.” Journal of the American Statistical Association, 115(531), 1151–1177. doi:10.1080/01621459.2019.1679638.
Mejia AF, Bolin D, Yue YR, Wang J, Caffo BS, Nebel MB (2022). “Template Independent Component Analysis with spatial priors for accurate subject-level brain network estimation and inference.” Journal of Computational and Graphical Statistics, 1–35. doi:10.1080/10618600.2022.2104289.
Mejia AF, Bolin D, Spencer DA, Eloyan A (2025). “Leveraging population information in brain connectivity via Bayesian ICA with a novel informative prior for correlation matrices.” Biostatistics, 26(1), kxaf022. doi:10.1093/biostatistics/kxaf022.
Diego Derman, Nohelia Da Silva Sanchez, Saige Rutherford, Damon D Pham, Ellyn R Butler, Mary Beth Nebel, Amanda F Mejia (2026). “Bayesian brain mapping: population-informed individualized functional topography and connectivity.” 2602.01551, https://arxiv.org/abs/2602.01551.
Corresponding BibTeX entries:
@Article{,
title = {{T}emplate {I}ndependent {C}omponent {A}nalysis: Targeted
and Reliable Estimation of Subject-level Brain Networks Using Big
Data Population Priors},
author = {Amanda F Mejia and Mary Beth Nebel and Yikai Wang and
Brian S Caffo and Ying Guo},
journal = {Journal of the American Statistical Association},
year = {2020},
volume = {115},
number = {531},
pages = {1151--1177},
publisher = {American Statistical Association},
doi = {10.1080/01621459.2019.1679638},
}
@Article{,
title = {{T}emplate {I}ndependent {C}omponent {A}nalysis with
spatial priors for accurate subject-level brain network
estimation and inference},
author = {Amanda F Mejia and David Bolin and Yu Ryan Yue and
Jiongran Wang and Brian S Caffo and Mary Beth Nebel},
journal = {Journal of Computational and Graphical Statistics},
year = {2022},
number = {just-accepted},
pages = {1--35},
publisher = {American Statistical Association},
doi = {10.1080/10618600.2022.2104289},
}
@Article{,
title = {{L}everaging population information in brain connectivity
via {B}ayesian {ICA} with a novel informative prior for
correlation matrices},
author = {Amanda F Mejia and David Bolin and Daniel A Spencer and
Ani Eloyan},
journal = {Biostatistics},
year = {2025},
volume = {26},
number = {1},
pages = {kxaf022},
doi = {10.1093/biostatistics/kxaf022},
}
@Misc{,
title = {Bayesian brain mapping: population-informed individualized
functional topography and connectivity},
author = {{Diego Derman} and {Nohelia Da Silva Sanchez} and {Saige
Rutherford} and {Damon D Pham} and {Ellyn R Butler} and {Mary
Beth Nebel} and {Amanda F Mejia}},
year = {2026},
eprint = {2602.01551},
archiveprefix = {arXiv},
primaryclass = {stat.AP},
url = {https://arxiv.org/abs/2602.01551},
}