Environmental Magnetic Noise Rejection Using Independent Component Analysis for MCG

Selective Noise Cancellation Using Independent Component Analysis

Analysis of the environmental magnetic noise rejection by using two simple magnetoelectric sensors

​Rank based Least-squares Independent Component Analysis

  In this paper, we propose a nonparametric rank-based alternative to the least-squares independent component analysis algorithm developed. The basic idea is to estimate the squared-loss mutual information, which used as the objective function of the algorithm, based on its copula density version. Therefore, no marginal densities have to be estimated. We provide empirical evaluation of th...

Independent Component Analysis for Magnetic Resonance Image Analysis

1Department of Electrical Engineering, National Chung Hsing University, Taichung 402, Taiwan 2Department of Radiology, College of Medicine, China Medical University, Taichung 404, Taiwan 3School of Medicine, National Yang-Ming University, Taipei 112, Taiwan 4Department of Radiology, Taichung Veterans General Hospital, Taichung 407, Taiwan 5Department of Medical Imaging and Radiological Science,...

Independent component analysis in magnetic resonance imaging

Imaging using magnetic resonance (MR) provides superior softtissue contrast resolution over other screening techniques used in medicine. Analysis of the images is generally performed by spatial-domain-analysis-based processing techniques, yet, as with most techniques, improvements to the identification and separation of signal sources are being sought continuously. A recent approach that has de...