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3393 Total Publications

A comparison of machine learning methods for classification using simulation with multiple real data examples from mental health studies
Khondoker, M., Dobson, R., Skirrow, C., Simmons, A., & Stahl, D.
PMID: 24047600 ; PMCID:5081132 ; 2013; Journal Statistical Methods in Medical Research; vol. 25; no. 5; pp. 1804-1823; doi:10.1177/0962280213502437
Consistent 4D Brain Extraction of Serial Brain MR Images
Wang Y1, Li G2, Nie J2, Yap PT2, Guo L3, Shen D2.
PMID: 25089172 ; PMCID:4116794 ; 2013; Journal Proc SPIE Int Soc Opt Eng; doi:10.1117/12.2006651
Elevated CSF tau is associated with psychosis in Alzheimer’s disease.
Koppel, J., Sunday, S., Buthorn, J., Goldberg, T., Davies, P., & Greenwald, B.
2013; Journal American Journal of Psychiatry; vol. 170; no. 10; pp. 1212-1213; doi:10.1176/appi.ajp.2013.13040466
Ensemble learning incorporating uncertain registration.
Simpson, I. J. a, Woolrich, M. W., Andersson, J. L. R., Groves, A. R., & Schnabel, J. a.
2013; Journal IEEE Transactions on Medical Imaging; vol. 32; no. 4; pp. 748-56; doi:10.1109/TMI.2012.2236651
Identification of functional variants from whole-exome sequencing, combined with neuroimaging genetics.
Nho, K., Corneveaux, J. J., Kim, S., Lin, H., Risacher, S. L., Shen, L., … Saykin, A. J.
2013; Journal Molecular Psychiatry; vol. 18; no. 7; pp. 739; doi:10.1038/mp.2013.81
Mapping creatinine- and cystatin C-related white matter brain deficits in the elderly.
Rajagopalan, P., Refsum, H., Hua, X., Toga, A. W., Jack, C. R., Weiner, M. W., & Thompson, P. M.
2013; Journal Neurobiology of Aging; vol. 34; no. 4; pp. 1221-30; doi:10.1016/j.neurobiolaging.2012.10.022
Multiple instance learning for classification of dementia in brain MRI.
Tong, T., Wolz, R., Gao, Q., Hajnal, J. V, & Rueckert, D.
2013; Journal Medical Image Computing and Computer-Assisted Intervention; vol. 16; no. 2; pp. 599-606; doi:10.1007/978-3-642-40763-5_74
Large Deformation Image Classification Using Generalized Locality-Constrained Linear Coding.
Zhang, P., Wee, C., Niethammer, M., & Shen, D.
2013; Journal Medical Image Computing and Computer-Assisted Intervention; pp. 292-299; doi:10.1007/978-3-642-40811-3_37