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VBSSM is a dynamic Bayesian network inference algorithm that uses linear Gaussian state-space models to help reverse-engineer interactions between proteins or transcriptional networks from time series data, thereby explicitly modelling the progression of a system over a multi-step time course.
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With hurricanes, meteorologists know the seasons in which they occur, but they cannot begin forecasting the progression of a hurricane system until the first signs of a storm appear (i.e. low pressure system with thunderstorms during hurricane months).
The proposed algorithm seeks to provide the researcher a summary as to various aspects relating to the dynamic progression of a biological system, rather than that of individual genes.
The process whose specific outcome is the progression of an organismal system whose objective is to provide calibrated responses by an organism to a potential internal or invasive threat, over time, from its formation to the mature structure.
No available treatments slow or halt progression of multiple system atrophy, which is a rare, progressive, fatal neurological disorder.
The simulation results show that in a finite time, the largest progression of the system is found to occur for period-1 multi-impact motions existing in the regions of low forcing frequencies.
This example is significant because it describes an approach to engineering reactions to give spatio-temporal control over the products and progression of reactions in a system.
Sensor analysis in healthy and diseased brains might reveal important differences and shed light on the development and progression of nervous system disorders.
Disruption of the ALP is a common hallmark of lysosomal storage diseases and several have documented alterations in the nervous system, which may contribute in part to the onset and progression of nervous system pathophysiology [ 13].
Loss of KLF4 is critical for the pathogenesis and progression of digestive system tumours, including hepatic, gastric, colorectal and pancreatic cancer (Wei et al, 2005; Kanai et al, 2006; Wei et al, 2008; Li et al, 2011, 2012).
Cooper, H. M., Herbin, M. & Nevo, E. Ocular regression conceals adaptive progression of the visual system in a blind subterranean mammal.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com