I'm sitting in beautiful Bishopsgate Library in the heart of the City, immersed in The Quiet Volume, a magical audio experience that draws attention to the surprisingly noisy nature of silent reading.
Here, we combine probability and control theory to develop a theory of biological regulation that explicitly takes into account the noisy nature of biochemical reactions.
This is a difficult task, due to the large number of physical models that play a role, and due to the complex and noisy nature of the experiments.
In general, the main limitations faced by GRN inference methods are the small number of samples with huge dimensionalities and the noisy nature of the expression measurements.
However, the noisy nature of the gene expression and the scarcity of genomic data for many diseases are important limitations to such approaches.
In the present study, the large voxel variability of absorbed dose values is related to the abovementioned intrinsically noisy nature of 90Y PET images.
Biometric systems, which use error correction methods are proposed to cope with the noisy nature of the biometric templates in the literature [6 8].
It is well-known that the Lipschitz coefficient gives information about the (possibly) noisy nature as well as the regularity of each point [19].
Such a link can be used for asserting the (possibly) noisy nature of each pixel, avoiding convolutions with kernels that would introduce the aforementioned artifacts.
The resulting nonlinear parameter estimation problem is solved by methods that take account of the noisy nature of the data, and which allow meaningful probabilistic statements to be made about the estimates.
A piecewise smooth spline was fitted due to noisy nature of the entropy points, and subsequently, its derivative is computed as shown in (e), proving a smoothed entropy-change curve with increasing logarithmic scale.
