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Laplace Beltrami eigen value based classification of normal and Alzheimer MR images using parametric and non-parametric classifiers 期刊论文
发表期刊: EXPERT SYSTEMS WITH APPLICATIONS. 出版年: 2016, 卷号: 59, 页码: 208-216
作者:  Ramaniharan, Anandh Kilpattu;  Manoharan, Sujatha Chinnaswamy;  Swaminathan, Ramakrishnan
收藏  |  浏览/下载:9/0  |  提交时间:2019/11/29
Alzheimer’s disease  Corpus callosum  Laplace Beltrami eigen values  Machine learning techniques  
Longitudinal Analysis of Image Time Series with Diffeomorphic Deformations: A Computational Framework Based on Stationary Velocity Fields 期刊论文
发表期刊: FRONTIERS IN NEUROSCIENCE. 出版年: 2016, 卷号: 10
作者:  Hadj-Hamou, Mehdi;  Lorenzi, Marco;  Ayache, Nicholas;  Pennec, Xavier
收藏  |  浏览/下载:3/0  |  提交时间:2019/11/29
deformation-based morphometry  non-linear registration  longitudinal study  diffeomorphism parametrized by stationary velocity fields  statistical analysis  reproducible research  
Deep MRI brain extraction: A 3D convolutional neural network for skull stripping 期刊论文
发表期刊: NEUROIMAGE. 出版年: 2016, 卷号: 129, 页码: 460-469
作者:  Kleesiek, Jens;  Urban, Gregor;  Hubert, Alexander;  Schwarz, Daniel;  Maier-Hein, Klaus;  Bendszus, Martin;  Biller, Armin
收藏  |  浏览/下载:4/0  |  提交时间:2019/11/29
MRI  Brain extraction  Brain mask  Skull stripping  Deep learning  Convolutional networks