Kayhan Batmanghelich, PhD

Yu X, Liu T, Gong M, Batmanghelich K, Tao D. An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. PMC in process.

Fu H, Gong M, Wang C, Batmanghelich K, Tao D. Deep Ordinal Regression Network for Monocular Depth Estimation. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2018 Jun;2018:2002-2011. doi: 10.1109/CVPR.2018.00214. Epub 2018 Dec 17. PubMed PMID: 31274971. PMCID: PMC6607900.

Singla S, Gong M, Ravanbakhsh S, Sciurba F, Poszos B, Batmanghelich KN. Subject2Vec: Generative-Discriminative Approach from a Set of Image Patches to a Vector. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI). 2018: 502-510. doi: 10.1007/978-3-030-00928-1_57. PubMed PMID: 30895278. PMCID: PMC6422035.

Huisman, SMH, Mahfouz A, Batmanghelich NK, Lelieveldt BPF, Reinders MJT on behalf of for the Alzheimer's Disease Neuroimaging Initiative. A structural equation model for imaging genetics using spatial transcriptomics. Brain Inf. (2018) 5:13. PMID: 30390165. doi: https://doi.org/10.1186/s40708-018-0091-0.

Schabdach J, Wells S, Cho M, Batmanghelich N. A Likelihood-Free Approach for Characterizing Heterogeneous Diseases in Large-Scale Studies. International Conference on Information Processing in Medical Imaging (IPMI). 2017 Jun 25; 170-183. PMID:29129964. PMCID: PMC5679301. doi: 10.1007/978-3-319-59050-9_14

Freifeld O, Haubert S, Fisher J III, Batmanghelich N, Transformations Based on Continuous Piecewise-Affine Velocity Fields. IEEE Trans Pattern Anal Mach Intell. 2017 Dec;39(12):2496-2509. Epub 2017 Jan 1. doi: 10.1109/TPAMI.2016.2646685. PubMed PMID: 28092517. PMCID: PMC5889303.

Batmanghelich N, Saeedi A, Narasimhan K, Gershman S. Nonparametric Spherical Topic Modeling with Word Embeddings. Proc Conf Assoc Comput Linguist Meet. 2016 Aug; 2016: 537-542. pp 537-542, 2016. doi: 10.18653/v1/P16-2087. PMID: 30636838. PMCID: PMC6327958

Batmanghelich N, Dalca A, Quon G, Sabuncu M, Golland P. Probabilistic Modeling of Imaging, Genetics and the Diagnosis. IEEE Transactions on Medical Imaging (TMI), pp 1765-1779, 2016.  doi: 10.1109/TMI.2016.2527784. PMID: 26886973. PMCID: PMC5364030.

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.

Binder P, Batmanghelich N, Estepar R, Golland P. Unsupervised Discovery of Emphysema Subtypes in a Large Clinical Cohort. Machine Learning in Medical Imaging: 7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings. 2016 Oct;10019:180-187. doi: 10.1007/978-3-319-47157-0_22. Epub 2016 Oct 1. PubMed PMID: 28232959. PMCID: PMC5317320.

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