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The preprocessing steps included these steps: slice time correction, realignment, segmentation, normalization, smoothing (6-mm kernel), and reducing physiological noise by CompCor [27].
An important improvement over the simple Metropolis method here is the "create and modify the neighbor space" in steps 3 and 8. Based on these two steps, slice sampling could change region of neighbor space to locate the next possible state in order to accelerate the process of finding a new sample.
Individual functional scans were preprocessed including the following steps: slice time correction, data realignment of all volumes to the first volume, co-registration and normalization into the MNI Montreal Neurological Institutee) stereotactical space as well as smoothing using an isotropic 8 mm full-width at half-maximum (FWHM) three- dimensional Gaussian kernel.
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The non-destructive computed tomography (CT) scanning was done incrementally, by 0.2 cm steps (slices), with enhanced lateral spatial resolution of <0.025 cm.
objective to capture the entire neuron (cell body and processes) at the best resolution (0.2 µM interval step slices, Figures 1A 1J).
A stack of five images from 0.5- μm step slices was combined for the analysis.
After this step, slices were incubated in a cocktail of Fluorescein-Streptavidin (Vector Laboratories, Burlingame, CA) (1 200) and anti-rabbit Alexa Fluor 546 (1 200, Molecular Probes) secondary antibodies in PBS for 2 h at RT and then washed 3 × 10 min in PBS and coverslipped with Vectashield (Vector Laboratories, Burlingame, CA).
During the pre-processing steps, after slice timing correction, images were realigned on the first volume of the first run.
The DSS comprises several classes (Object-Oriented BN networks), especially designed for future 5 years length time steps (time slices), covering a total control period of 30 years (2070 2100).
Wearing layered black tops and shredded skirts by Madeleine Walach, the dancers cross the stage with skittish steps and slicing arms, trying excessively hard to appear more animal than human.
Luka had landed wrong on the jungle gym, hitting both legs against the metal steps and slicing open his shins.
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