Kayhan Batmanghelich, PhD

Batmanghelich N, Saeedi A, Estepar RJ, Cho M, Wells S. Inferring Disease Status by non-Parametric Probabalistic Embedding. Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging. 2016 Oct 21; 49-57.

Batmanghelich N, Saeedi A, Cho M, Jose R, Golland P. Generative Method to Discover Genetically Driven Image Biomarkers. International Conference on Information Processing in Medical Imaging (IPMI), LNCS 9123, pp 30-42, 2015. PMID: 26221665. PMCID: PMC4527679.

Wachinger C, Batmanghelich N, Golland P, Reuter M. BrainPrint in the Computer-Aided Diagnosis of Alzheimer's Disease. Challenge on Computer-Aided Diagnosis of Dementia. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2014.

Batmanghelich N, Cho M, Jose R, Golland P. Spherical Topic Models for Imaging Phenotype Discovery in Genetic Studies. Workshop on Bayesian and Graphical Models for Biomedical imaging, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), LNCS 8677, pp 107-117, 2014.

Batmanghelich N, Dalca A, Sabuncu M, Golland P. Joint Modeling of Imaging and Genetics. International Conference on Information Processing in Medical Imaging (IPMI), LNCS 7917, pp 766-777, 2013. PMID: 24684016 PMCID: PMC3979537.

Bloy L, Ingalhalikar M, Batmanghelich N. An integrated Framework for High Angular Resolution Diffusion Imaging-Based Investigation of Structural Connectivity. Brain Connectivity, 2(2), pp 69-19, 2012. doi:  10.1089/brain.2011.0070 PMCID: PMC3380149.

Batmanghelich N, Taskar B, Davatzikos C. Generative-Discriminative Basis Learning for Medical Imaging. IEEE Transactions on Medical Imaging (TMI), 31(1), pp 51-69, 2012. doi: 10.1109/TMI.2011.2162961. PMID: 21791408. PMCID: PMC3402718.

Ghanbari Y, Bloy L, Batmanghelich N, Verma R. Dominant Component Analysis of Electro-physiological Connectivity Network. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp 231-238, 2012. PMID: 23286135. PMCID: PMC4029114.

Batmanghelich N, Ye D, Taskar B, Davatzikos C. Disease Classification and Prediction via semi-supervised Dimensionality Reduction. IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), pp 1086-1090, 2011. doi: 10.1109/ISBI.2011.5872590

Davatzikos C, Bhatt P, Shaw L, Batmanghelich N, Trojanowski J. Prediction of MCI Conversion via MRI, CSF Biomarkers, and Pattern Classification. Neurobiology of Aging, 32(12), pp 2322.e192322.e27, 2010. PMID: 20594615 PMCID: PMC2951483 DOI: 10.1016/j.neurobiolaging.2010.05.023

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