Kayhan Batmanghelich
Title
Cited by
Cited by
Year
Prediction of MCI to AD conversion, via MRI, CSF biomarkers, and pattern classification
C Davatzikos, P Bhatt, LM Shaw, KN Batmanghelich, JQ Trojanowski
Neurobiology of aging 32 (12), 2322. e19-2322. e27, 2011
4542011
Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline
Y Fan, N Batmanghelich, CM Clark, C Davatzikos, ...
Neuroimage 39 (4), 1731-1743, 2008
4442008
Deep ordinal regression network for monocular depth estimation
H Fu, M Gong, C Wang, K Batmanghelich, D Tao
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
2382018
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
1362018
Information processing in medical imaging
CN De Graaff, MA Viergever
Springer Science & Business Media, 2013
63*2013
Generative-discriminative basis learning for medical imaging
NK Batmanghelich, B Taskar, C Davatzikos
IEEE transactions on medical imaging 31 (1), 51-69, 2011
612011
Nonparametric Spherical Topic Modeling with Word Embeddings
S Batmanghelich, Kayhan and Saeedi, Ardavan and Narasimhan, Karthik and Gershman
arXiv preprint arXiv:1604.00126, 2016
56*2016
Joint modeling of imaging and genetics
NK Batmanghelich, AV Dalca, MR Sabuncu, P Golland
International Conference on Information Processing in Medical Imaging, 766-777, 2013
312013
A general and unifying framework for feature construction, in image-based pattern classification
N Batmanghelich, B Taskar, C Davatzikos
International Conference on Information Processing in Medical Imaging, 423-434, 2009
282009
Disease classification and prediction via semi-supervised dimensionality reduction
KN Batmanghelich, HY Dong, KM Pohl, B Taskar, C Davatzikos
2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2011
202011
Probabilistic modeling of imaging, genetics and diagnosis
NK Batmanghelich, A Dalca, G Quon, M Sabuncu, P Golland
IEEE transactions on medical imaging 35 (7), 1765-1779, 2016
182016
Causal discovery in the presence of measurement error: Identifiability conditions
K Zhang, M Gong, J Ramsey, K Batmanghelich, P Spirtes, C Glymour
arXiv preprint arXiv:1706.03768, 2017
172017
Transfer learning with label noise
X Yu, T Liu, M Gong, K Zhang, K Batmanghelich, D Tao
arXiv preprint arXiv:1707.09724, 2017
162017
An efficient and provable approach for mixture proportion estimation using linear independence assumption
X Yu, T Liu, M Gong, K Batmanghelich, D Tao
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
142018
Unsupervised discovery of emphysema subtypes in a large clinical cohort
P Binder, NK Batmanghelich, RSJ Estepar, P Golland
International Workshop on Machine Learning in Medical Imaging, 180-187, 2016
142016
Diversifying sparsity using variational determinantal point processes
NK Batmanghelich, G Quon, A Kulesza, M Kellis, P Golland, L Bornn
arXiv preprint arXiv:1411.6307, 2014
142014
Regularized tensor factorization for multi-modality medical image classification
N Batmanghelich, A Dong, B Taskar, C Davatzikos
International Conference on Medical Image Computing and Computer-Assisted …, 2011
132011
An Integrated Framework for High Angular Resolution Diffusion Imaging–Based Investigation of Structural Connectivity
L Bloy, M Ingalhalikar, NK Batmanghelich, RT Schultz, TPL Roberts, ...
Brain connectivity 2 (2), 69-79, 2012
122012
Highly-expressive spaces of well-behaved transformations: Keeping it simple
O Freifeld, S Hauberg, K Batmanghelich, JW Fisher
Proceedings of the IEEE International Conference on Computer Vision, 2911-2919, 2015
112015
Dominant component analysis of electrophysiological connectivity networks
Y Ghanbari, L Bloy, K Batmanghelich, TPL Roberts, R Verma
International Conference on Medical Image Computing and Computer-Assisted …, 2012
102012
The system can't perform the operation now. Try again later.
Articles 1–20