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In this direction, we propose to use Markov models with hidden states, in which the Markovian states represent potentially overlapping probabilistic distributions over protein conformations.
One contribution of this work is to have states represent not individual protein conformations (Apaydin et al., 2003; Singhal et al., 2004), not even disjoint regions of the conformation space (Chodera et al., 2007; Ozkan et al., 2002), but overlapping probabilistic distributions over the conformation space.
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Finally, consistent audiovisual convergence was examined by using a probabilistic map overlapping all auditory and visual conditions from the 3 experiments.
The (perilesional) cluster on the precentral gyrus was found to overlap mostly with probabilistic premotor Area 6 on its dorsolateral aspect (Geyer 2004) and to a lesser extent with the primary motor Area 4a (Geyer et al. 1996) (Table 4).
Please also note that, as we say, the predictions of the simple winner-take-all and probabilistic models lie within the "overlapping shallow basins" of the two models.
For each patient, the LTO was calculated by overlapping the normalised binary lesion on the probabilistic AF map and summing the intensities of all the intersecting voxels: LTO = ∑ n = 1 n max 1 17 I n V voxel where n max is the total number of intersecting voxels, and I n is the intensity of the nth voxel in the probabilistic AF map.
We describe a rigorous probabilistic framework for analyzing spectra of overlapping peptides and show how to apply it for multistage mass spectrometry.
We present a technique designed to resolve overlapping energy depositions of spatially close particles using a statistically consistent probabilistic procedure.
We subsequently combined the probabilistic mapping data with the functional imaging data derived from the PET experiment described in the previous paragraph to evaluate whether the functional areas involved in reach-and-grasping movements overlap with the morphological probabilistic map of the KNOB region.
A probabilistic fusion strategy is developed for combining reconstructed HR patches when overlapping (redundancy) is present.
Thus, tract integrity was not tested using probabilistic tracking directly in the patient data but rather by taking the probabilistic tracking data for each fibre system from healthy subjects and overlapping this with each patient's structural lesion.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com