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brainspinner / cvasl

This is a repo for the Cerebrovascular Brain Age project
Apache License 2.0
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review theoretical underpinnings of combat-GAM (neuroharmonize) #158

Open brainspinner opened 6 months ago

brainspinner commented 6 months ago

[1] Pomponio, R., Shou, H., Davatzikos, C., et al., (2019). "Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan." Neuroimage 208. https://doi.org/10.1016/j.neuroimage.2019.116450. [2] Fortin, J. P., N. Cullen, Y. I. Sheline, W. D. Taylor, I. Aselcioglu, P. A. Cook, P. Adams, C. Cooper, M. Fava, P. J. McGrath, M. McInnis, M. L. Phillips, M. H. Trivedi, M. M. Weissman and R. T. Shinohara (2017). "Harmonization of cortical thickness measurements across scanners and sites." Neuroimage 167: 104-120. https://doi.org/10.1016/j.neuroimage.2017.11.024. [3] (1, 2) W. Evan Johnson and Cheng Li, Adjusting batch effects in microarray expression data using empirical Bayes methods. Biostatistics, 8(1):118-127, 2007. https://doi.org/10.1093/biostatistics/kxj037.

brainspinner commented 6 months ago

This will be neccesary to evaluate results for upcoming paper