if both exact and one-off predictions are considered correct. 1 Introduction Systems for storing and transmitting digital data are increasing rapidly in size and bandwidth capacity. Data collection projects such…

Fig. 1. Illustration of the proposed method. The atlas space is first defined using images of the first time frame (TF). All the time sequences are transformed into the atlas…

field inhomogeneities and the uneven magnetisation of the brain due to its magnetic susceptibility can lead to spatial displacements of several pixels. This prevents comparison between these images and others…

better reproducibility compared to existing approaches. We also report that our group-wise parcellations are functionally more consistent, thus, can be reliably used to represent the population in network analyses. 1…

accuracy by hashing and retrieving multiple cues of half-million cells. 1 Introduction Content-based image retrieval (CBIR) has been an effective approach in analyzing medical images [1–3]. It aims to retrieve and…

1 s) makes it difficult to perform causal inference based on the past. Consequently, lag-based methods for computing directed interactions are not suitable for fMRI data analysis. Instead of relying on…

(1) Solution of (1) is to choose the aforementioned eigenvectors of L. The centroid based co-regularization approach as proposed by Kumar et al. [12] formulates the problem of finding a…

(1) where ◦ denotes element-wise multiplication. (1) has been shown to provide local maxima of the following non-convex optimization problem [17]: (2)for real-valued, symmetric, and non-negative C. By construction, w…

(1) where β is the d × q regression coefficient matrix. The optimal β obtained by solving (1) is equivalent to regressing each column of Y on X independently. Thus, the relations…