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Publications

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3393 Total Publications

Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images
Chu, C., Hsu, A. L., Chou, K. H., Bandettini, P., & Lin, C.
PMID: 22166797 ; 2012; Journal Neuroimage; vol. 60; no. 1; pp. 59-70; doi:10.1016/j.neuroimage.2011.11.066

CSF and Brain Structural Imaging Markers of the Alzheimer's Pathological Cascade
Yang, X., Tan, M. Z., & Qiu, A.
PMID: 23284610 ; PMCID:3526616 ; 2012; Journal PloS One; vol. 7; no. 12; pp. e47406; doi:10.1371/journal.pone.0047406

Comparison of Imaging Biomarkers in the Alzheimer Disease Neuroimaging Initiative and the Mayo Clinic Study of Aging
Whitwell, J. L., Wiste, H. J., Weigand, S. D., Rocca, W. A., Knopman, D. S., Roberts, R. O., … Jack, C. R.
PMID: 22782510 ; PMCID:3569033 ; 2012; Journal JAMA Neurology; vol. 69; no. 5; pp. 614-22; doi:10.1001/archneurol.2011.3029

Cortical folding analysis on patients with Alzheimer's disease and mild cognitive impairment.
Cash, D. M., Melbourne, A., Modat, M., Cardoso, M. J., Clarkson, M. J., Fox, N. C., & Ourselin, S.
PMID: 23286142 ; 2012; Journal Medical Image Computing and Computer-Assisted Intervention; vol. 15; no. 3; pp. 289-296;

Plasma multianalyte profiling in mild cognitive impairment and Alzheimer disease
Hu, W. T., Holtzman, D. M., Fagan, A. M., Shaw, L. M., Perrin, R., Arnold, S. E., … Soares, H.
PMID: 22855860 ; PMCID:3425844 ; 2012; Journal Neurology; vol. 79; no. 9; pp. 897-905; doi:10.1212/WNL.0b013e318266fa70

BEaST: Brain extraction based on nonlocal segmentation technique
Eskildsen, S. F., Coupé, P., Fonov, V., Manjón, J. V., Leung, K. K., Guizard, N., … Collins, D. L
2012; Journal Neuroimage; vol. 59; no. 3; pp. 2362-2373; doi:10.1016/j.neuroimage.2011.09.012

Functional brain image classification using association rules defined over discriminant regions.
Chaves, R., Ramírez, J., Górriz, J. M., & Illán, I. A.
2012; Journal Pattern Recognition Letters; vol. 33; no. 12; pp. 1666-1672; doi:10.1016/j.patrec.2012.04.011

Combining patient-level and summary-level data for Alzheimer’s disease modeling and simulation: a β regression meta-analysis.
Rogers, J. A., Polhamus, D., Gillespie, W. R., Ito, K., Romero, K., Qiu, R., … Corrigan, B.
2012; Journal Journal of Pharmacokinetics and Pharmacodynamics; vol. 39; no. 5; pp. 479-98; doi:10.1007/s10928-012-9263-3

Predicting missing biomarker data in a longitudinal study of Alzheimer disease.
Lo, R. Y., & Jagust, W. J.
2012; Journal Neurology; vol. 78; no. 18; pp. 1376-82; doi:10.1212/WNL.0b013e318253d5b3

Discrimination of Alzheimer’s disease using hippocampus texture features from MRI.
Rajeesh, J.
2012; Journal Asian Biomed; vol. 6; no. 1; doi:10.5372/abm.v6i1.967