Lecture Notes in Computer Science - Information Processing in Medical Imaging
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Published By Springer International Publishing

9783319590493, 9783319590509
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scholarly journals Exact Topological Inference for Paired Brain Networks via Persistent Homology

2017 ◽  
pp. 299-310 ◽  
Author(s):  
Moo K. Chung ◽  
Victoria Villalta-Gil ◽  
Hyekyoung Lee ◽  
Paul J. Rathouz ◽  
Benjamin B. Lahey ◽  
...  
Keyword(s):  
Persistent Homology ◽  
Brain Networks

Spectral Kernels for Probabilistic Analysis and Clustering of Shapes

2017 ◽  
pp. 67-79
Author(s):  
Loic Le Folgoc ◽  
Aditya V. Nori ◽  
Antonio Criminisi
Keyword(s):  
Probabilistic Analysis

Orthotropic Thin Shell Elasticity Estimation for Surface Registration

2017 ◽  
pp. 493-504
Author(s):  
Qingyu Zhao ◽  
Stephen Pizer ◽  
Ron Alterovitz ◽  
Marc Niethammer ◽  
Julian Rosenman
Keyword(s):  
Thin Shell ◽  
Surface Registration

Modeling Task fMRI Data via Deep Convolutional Autoencoder

2017 ◽  
pp. 411-424 ◽  
Author(s):  
Heng Huang ◽  
Xintao Hu ◽  
Milad Makkie ◽  
Qinglin Dong ◽  
Yu Zhao ◽  
...  
Keyword(s):  
Fmri Data ◽  
Convolutional Autoencoder ◽  
Modeling Task

scholarly journals A Likelihood-Free Approach for Characterizing Heterogeneous Diseases in Large-Scale Studies

2017 ◽  
pp. 170-183 ◽  
Author(s):  
Jenna Schabdach ◽  
William M. Wells ◽  
Michael Cho ◽  
Kayhan N. Batmanghelich
Keyword(s):  
Large Scale

scholarly journals A Stochastic Large Deformation Model for Computational Anatomy

2017 ◽  
pp. 571-582 ◽  
Author(s):  
Alexis Arnaudon ◽  
Darryl D. Holm ◽  
Akshay Pai ◽  
Stefan Sommer
Keyword(s):  
Large Deformation ◽  
Deformation Model ◽  
Computational Anatomy

scholarly journals Population Based Image Imputation

2017 ◽  
pp. 659-671 ◽  
Author(s):  
Adrian V. Dalca ◽  
Katherine L. Bouman ◽  
William T. Freeman ◽  
Natalia S. Rost ◽  
Mert R. Sabuncu ◽  
...  
Keyword(s):  
Population Based

scholarly journals HFPRM: Hierarchical Functional Principal Regression Model for Diffusion Tensor Image Bundle Statistics

2017 ◽  
pp. 478-489
Author(s):  
Jingwen Zhang ◽  
Chao Huang ◽  
Joseph G. Ibrahim ◽  
Shaili Jha ◽  
Rebecca C. Knickmeyer ◽  
...  
Keyword(s):  
Regression Model ◽  
Diffusion Tensor ◽  
Diffusion Tensor Image

Symmetric Interleaved Geodesic Shooting in Diffeomorphisms

2017 ◽  
pp. 583-593 ◽  
Author(s):  
Greg M. Fleishman ◽  
P. Thomas Fletcher ◽  
Paul M. Thompson
Keyword(s):  
Geodesic Shooting
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