Data Driven Discovery in functional Neuroimaging

Stephen C. Strother

Bibliography of Key References

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Strother SC, Anderson J, Hansen LK, Kjems U, Kustra R, Siditis J, Frutiger S, Muley S, LaConte S, Rottenberg D. 2002. The quantitative evaluation of functional neuroimaging experiments: The NPAIRS data analysis framework. Neuroimage 15:747-771.

Kjems U, Hansen LK, Anderson J, Frutiger SA, Sidtis JJ, Rottenberg D, Strother SC. 2002. The quantitative evaluation of functional neuroimaging experiments: Mutual information learning curves. Neuroimage 15:772-786.

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LaConte S, Anderson J, Muley S, Frutiger S, Hansen LK, Yacoub E, Xiaoping H, Rottenberg D, Ashe J, Strother SC. 2003. Evaluating preprocessing choices in single-subject BOLD-fMRI studies using data-driven performance metrics. Neuroimage 18:10-23.

Shaw ME, Waites AB, Strother SC. 2003. A comparison of methods for evaluating functional neuroimaging results: ROC curves and performance metrics. Human Brain Mapping, New York & ISMRM, Toronto.

Shaw ME, Strother SC, Gavrilescu M, Podzebenko K, Waites A, Watson J, Anderson J, Jackson G, Egan G. 2003. Evaluating subject specific preprocessing choices in multi-subject BOLD fMRI data sets using data driven performance metrics. Neuroimage 19:988-1001.

Hansen LK, Nielsen FA, Strother SC, Lange N. Consensus Inference in Neuroimaging. Neuroimage 13:1212-1218, 2001.