Cheng-Yi Liu, Ph.D.

Affiliations: 
2011 University of California, Los Angeles, Los Angeles, CA 
Area:
Computer vision, machine learning, deep learning, neural computation, neuro imaging
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"Cheng-Yi Liu"
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Zhuowen Tu grad student 2011 UCLA
 (Fusion Deformable Template with Discriminative Models for Robust Three-Dimensional Brain Image Segmentation.)
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Publications

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Wang Q, Cheng F, Ma TT, et al. (2016) Interleukin-12 inhibits the hepatocellular carcinoma growth by inducing macrophage polarization to the M1-like phenotype through downregulation of Stat-3. Molecular and Cellular Biochemistry
Liu CY, Iglesias JE, Tu Z, et al. (2013) Deformable templates guided discriminative models for robust 3D brain MRI segmentation. Neuroinformatics. 11: 447-68
Iglesias JE, Thompson PM, Liu CY, et al. (2012) Fast approximate stochastic tractography. Neuroinformatics. 10: 5-17
Liu CY, Iglesias JE, Tu Z. (2012) Pictorial multi-atlas segmentation of brain MRI Proceedings of the Workshop On Mathematical Methods in Biomedical Image Analysis. 65-70
Iglesias JE, Jiang J, Liu CY, et al. (2011) Classification of Alzheimer's disease using a self-smoothing operator. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 14: 58-65
Iglesias JE, Liu CY, Thompson PM, et al. (2011) Robust brain extraction across datasets and comparison with publicly available methods. Ieee Transactions On Medical Imaging. 30: 1617-34
Costafreda SG, Dinov ID, Tu Z, et al. (2011) Automated hippocampal shape analysis predicts the onset of dementia in mild cognitive impairment. Neuroimage. 56: 212-9
Iglesias JE, Liu CY, Thompson P, et al. (2010) Agreement-based semi-supervised learning for skull stripping. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 13: 147-54
Iglesias JE, Thompson P, Liu CY, et al. (2010) Discretizing stochastic tractography: A fast implementation 2010 7th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Isbi 2010 - Proceedings. 1381-1384
Liu CY, Iglesias JE, Toga A, et al. (2010) Fusing adaptive atlas and informative features for robust 3D brain image segmentation 2010 7th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Isbi 2010 - Proceedings. 848-851
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