Kayhan Batmanghelich, PhD

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  [Available on 2018-06-01]  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. PubMed PMID: 28092517. doi: 10.1109/TPAMI.2016.2646685.

Batmanghelich N, Saeedi A, Narasimhan K, Gershman S. Nonparametric Spherical Topic Modeling with Word Embeddings. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL), pp 537-542, 2016. arXiv:1604.00126.

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. PMID: 26886973 DOI: 10.1109/TMI.2016.2527784

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. PubMed Central PMCID: PMC5317320.

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

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