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Publications

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4453 Total Publications

Prediction of Alzheimer’s disease in subjects with mild cognitive impairment from the ADNI cohort using patterns of cortical thinning.
Eskildsen, S. F., Coupé, P., García-Lorenzo, D., Fonov, V., Pruessner, J. C., & Collins, D. L.
2013; Journal Neuroimage; vol. 65; pp. 511-521; doi:10.1016/j.neuroimage.2012.09.058

Bi-level multi-source learning for heterogeneous block-wise missing data.
Xiang, S., Yuan, L., Fan, W., Wang, Y., Thompson, P. M., & Ye, J.
2013; Journal Neuroimage; vol. 102; pp. 192-206; doi:10.1016/j.neuroimage.2013.08.015

Machine learning-based method for personalized and cost-effective detection of Alzheimer’s disease.
Escudero, J., Ifeachor, E., Zajicek, J. P., Green, C., Shearer, J., & Pearson, S.
2013; Journal IEEE Transactions on Bio-Medical Engineering; vol. 60; no. 1; pp. 164-8; doi:10.1109/TBME.2012.2212278

Exploitation of 3D stereotactic surface projection for predictive modelling of Alzheimer’s disease. Int J Data Min Bioinform
Ayhan MS, Benton RG, Raghavan V V, Choubey S.
2013; Journal International Journal of Data Mining and Bioinformatics; vol. 7; no. 2; pp. 146-65;

Spatial and anatomical regularization of SVM: A general framework for neuroimaging data.
Cuingnet, R., Glaunés, J. A., Chupin, M., Benali, H., & Colliot, O.
2013; Journal IEEE Transactions on Pattern Analysis and Machine Intelligence; vol. 35; no. 3; pp. 682-696; doi:10.1109/TPAMI.2012.142

The receiver operational characteristic for binary classification with multiple indices and its application to the neuroimaging study of Alzheimer’s disease.
Wu, X., Li, J., Ayutyanont, N., Protas, H., Jagust, W., Fleisher, A., … Chen, K.
2013; Journal IEEE/ACM Transactions on Computational Biology and Bioinformatics; vol. 10; no. 1; pp. 173-80; doi:10.1109/TCBB.2012.141

Longitudinal progression of cognitive decline correlates with changes in the spatial pattern of brain 18F-FDG PET.
Shokouhi, S., Claassen, D., Kang, H., Ding, Z., Rogers, B., Mishra, A., & Riddle, W. R.
2013; Journal Journal of Nuclear Medicine; vol. 54; no. 9; pp. 1564-9; doi:10.2967/jnumed.112.116137

Putting the Alzheimer’s cognitive test to the test II: Rasch Measurement Theory.
Hobart, J., Cano, S., Posner, H., Selnes, O., Stern, Y., Thomas, R., & Zajicek, J.
2013; Journal Alzheimer's and Dementia; vol. 9; no. 1; pp. S10-S20; doi:10.1016/j.jalz.2012.08.006

Large Deformation Image Classification Using Generalized Locality-Constrained Linear Coding
Zhang, P., Wee, C., Niethammer, M., & Shen, D.
PMID: 24505678 ; 2013; Journal Medical Image Computing and Computer-Assisted Intervention; pp. 292-299; doi:10.1007/978-3-642-40811-3_37

Criteria for Mild Cognitive Impairment Due to Alzheimer’s Disease in the Community
Petersen, R. C., Aisen, P., Boeve, B. F., Geda, Y. E., Ivnik, R. J., Knopman, D. S., … Jack, C. R.
PMID: 23686697 ; PMCID:3804562 ; 2013; Journal Annals of Neurology; vol. 74; no. 2; pp. 507-538; doi:10.1002/ana.23931