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» Lectures on Medical Image Analysis
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ISBI
2004
IEEE
14 years 8 months ago
Predictive Modeling of Anatomic Structures Using Canonical Correlation Analysis
In this paper, we present a method for predictive modeling of anatomic structures using canonical correlation analysis (CCA). Using this technique, certain anatomical structures, ...
Tianming Liu, Dinggang Shen, Christos Davatzikos
ISBI
2004
IEEE
14 years 8 months ago
Wavelet-Based fMRI Statistical Analysis and Spatial Interpretation: A Unifying Approach
Wavelet-based statistical analysis methods for fMRI are able to detect brain activity without smoothing the data. Typically, the statistical inference is performed in the wavelet ...
Dimitri Van De Ville, Thierry Blu, Michael Unser
CBMS
2003
IEEE
14 years 28 days ago
Approximate Entropy Based Pulse Variability Analysis
The dynamical analysis of pulse variability gives new insight into researches of cardiovascular system’s dynamics. Firstly, long-term pulse variability analysis for the research...
Kuanquan Wang, Lisheng Xu, Zhenguo Li, David Zhang...
MICCAI
2004
Springer
14 years 8 months ago
Robust Inter-slice Intensity Normalization Using Histogram Scale-Space Analysis
Abstract. This paper presents a robust method to correct for intensity differences across a series of aligned stained histological slices. The method is made up of two steps. First...
Julien Dauguet, Jean-Francois Mangin, Thierry Delz...
MICCAI
2005
Springer
14 years 8 months ago
Multiscale 3D Shape Analysis Using Spherical Wavelets
Shape priors attempt to represent biological variations within a population. When variations are global, Principal Component Analysis (PCA) can be used to learn major modes of vari...
Delphine Nain, Steven Haker, Aaron F. Bobick, Alle...